3amthoughts/4am_FinQNA-Filtered · Datasets at Hugging Face

id string	pre_text list	post_text list	table list	question string	answer string
4am_finQNA_techcorp_2025_1	[ "TechCorp reported strong revenue growth in 2025 driven by cloud services and AI products.", "Operating expenses increased due to heavy R&D investment." ]	[ "The company maintained a healthy cash position despite share buybacks." ]	[ [ "Metric", "2025", "2024", "2023" ], [ "Revenue ($M)", "8450", "7120", "5980" ], [ "Cost of Revenue ($M)", "3120", "2680", "2350" ], [ "Operating Expenses ($M)", "3780", "3010", "2650" ], [ "Net Income ($M)", "1120", "980",...	What was the year-over-year operating margin improvement from 2024 to 2025 in percentage points? Also calculate the 2025 EPS.	1.8; 3.93
4am_finQNA_pharma_2025_2	[ "PharmaGen faced patent cliff pressure but launched two new drugs in late 2024.", "R&D spend was front-loaded in Q1-Q2." ]	[ "Gross margin improved due to higher-margin specialty drugs." ]	[ [ "Item", "2025", "2024" ], [ "Revenue ($M)", "6240", "5890" ], [ "Gross Profit ($M)", "4180", "3720" ], [ "R&D ($M)", "1240", "980" ], [ "SG&A ($M)", "980", "850" ], [ "Net Profit ($M)", "860", "710" ] ]	Calculate the Gross Margin % for 2025 and determine by what percentage Net Profit grew faster than Revenue YoY.	67.0; 48.2
4am_finQNA_bank_2025_3	[ "GlobalBank benefited from higher interest rates in 2025 but saw deposit outflows in Q4." ]	[ "Loan loss provisions decreased significantly due to improved credit quality." ]	[ [ "Category", "2025", "2024" ], [ "Net Interest Income ($M)", "4280", "3650" ], [ "Non-Interest Income ($M)", "1890", "1720" ], [ "Total Provisions ($M)", "340", "610" ], [ "Net Income ($M)", "2150", "1680" ] ]	What was the contribution of reduced provisions to the YoY Net Income growth in percentage points?	12.6
4am_finQNA_retail_2025_4	[ "ValueMart same-store sales grew modestly while new store openings drove overall growth.", "Inflation negatively impacted gross margin." ]	[ "The company repurchased $450M worth of shares during the year." ]	[ [ "Metric", "2025", "2024" ], [ "Total Revenue ($M)", "18450", "16980" ], [ "Same Store Sales Growth (%)", "2.8", "4.1" ], [ "Gross Margin (%)", "24.6", "26.2" ], [ "Operating Income ($M)", "1240", "1380" ], [ "Shares Outstanding (M...	If operating margin declined, calculate the 2025 EPS and the implied total revenue from new stores.	8.73; 1470
4am_finQNA_energy_2025_5	[ "Crude prices averaged $78/barrel in 2025 versus $92 in 2024." ]	[]	[ [ "Item", "2025", "2024" ], [ "Production (M BOE)", "185", "172" ], [ "Revenue ($M)", "12480", "13850" ], [ "Operating Cash Flow ($M)", "4250", "4890" ] ]	What was the percentage change in Revenue per BOE from 2024 to 2025?	-14.8
4am_finQNA_tech2_2025_6	[ "NextGen Tech reported record free cash flow despite increased capital expenditure on new fabs." ]	[ "Deferred revenue increased by $680M due to strong multi-year contracts." ]	[ [ "Metric", "2025", "2024" ], [ "Operating Cash Flow ($M)", "6850", "5210" ], [ "CapEx ($M)", "3120", "1980" ], [ "Free Cash Flow ($M)", "3730", "3230" ], [ "Deferred Revenue ($M)", "2450", "1770" ] ]	Calculate FCF margin assuming Revenue was $21.4B in 2025. Also, what portion of FCF growth came from operating cash flow improvement?	17.4; 89.1
4am_finQNA_auto_2025_7	[ "EV sales represented 38% of total units sold in 2025." ]	[]	[ [ "Item", "2025" ], [ "Total Revenue ($M)", "128450" ], [ "Total Units Sold (k)", "1840" ], [ "EV Units Sold (k)", "699" ] ]	What was the average revenue per vehicle in 2025 (in thousands)?	69.81
4am_finQNA_financial_2025_8	[ "Asset management fees grew strongly while investment banking fees declined due to slower M&A market." ]	[ "The firm returned 68% of earnings to shareholders via dividends and buybacks." ]	[ [ "Division", "2025 Revenue ($M)", "2024 Revenue ($M)" ], [ "Asset Management", "3240", "2780" ], [ "Investment Banking", "1890", "2150" ], [ "Total Revenue", "6890", "6420" ], [ "Net Income", "2150", "1840" ] ]	Calculate the overall revenue growth rate and the Net Margin expansion in percentage points.	7.3; 2.1
4am_finQNA_9	[ "Price increases and volume growth both contributed to top-line performance." ]	[ "Advertising expense rose 18% YoY." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "8750", "7920" ], [ "COGS ($M)", "4120", "3810" ], [ "Operating Income ($M)", "1680", "1420" ] ]	What was the Operating Margin in 2025 and the improvement from 2024?	19.2; 1.3
4am_finQNA_10	[ "Acquisitions contributed $920M in revenue while organic growth was 4.2%.", "Currency headwinds reduced reported revenue by $380M." ]	[ "Effective tax rate decreased to 21.4% from 24.8% due to R&D tax credits." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15680", "14210" ], [ "EBIT", "3240", "2810" ], [ "Net Income", "2480", "2040" ] ]	Calculate organic revenue growth including currency impact, and the tax savings benefit to Net Income.	5.9; 98
4am_finQNA_11	[ "TechVision Inc. reported strong top-line growth driven by AI solutions while facing higher R&D and marketing spend to support expansion." ]	[ "The company completed a major acquisition contributing to inorganic growth." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "9850" ], [ "Organic Revenue", "10850", "9850" ], [ "Gross Profit", "8120", "6420" ], [ "Operating Income", "3120", "2480" ], [ "Net Income", "2180", "1680" ] ]	Calculate overall revenue growth %, organic growth %, gross margin for 2025, and the contribution of the acquisition to total revenue growth in percentage points.	26.7; 10.2; 65.1; 13.1
4am_finQNA_12	[ "PharmaCore faced patent expiry on its flagship drug but launched two new high-margin specialty products." ]	[ "R&D tax credits reduced effective tax rate." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8750", "9420" ], [ "Gross Profit", "6120", "6580" ], [ "R&D", "1840", "2120" ], [ "Net Income", "1680", "1420" ] ]	Calculate Gross Margin % and Net Margin % for 2025. Did Net Margin expand despite revenue decline? By how many percentage points?	70.0; 19.2; Yes, 2.1
4am_finQNA_13	[ "Global Retail Bank benefited from higher interest rates but saw increased deposit competition." ]	[ "Loan loss provisions decreased due to improved credit quality." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "4280", "3650" ], [ "Non-Interest Income", "1680", "1420" ], [ "Provisions", "420", "680" ], [ "Net Income", "2450", "1980" ] ]	What percentage of Net Income growth came from reduced provisions? Calculate the YoY growth rate of Net Income.	35.7; 23.7
4am_finQNA_14	[ "EV Dynamics scaled production aggressively while average selling price declined due to market competition." ]	[ "Battery cost reduction initiatives delivered savings." ]	[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (000)", "680", "420" ], [ "Revenue ($M)", "24800", "18400" ], [ "Gross Margin (%)", "18.4", "22.6" ] ]	Calculate 2025 revenue per vehicle ($000) and the gross margin contraction in percentage points. Estimate the implied cost savings needed to offset ASP decline.	36.47; 4.2; ~920
4am_finQNA_15	[ "SaaS Dynamics maintained high growth with improving profitability metrics." ]	[ "Net revenue retention rate reached 122%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "ARR", "4250", "3180" ], [ "Revenue", "3980", "2940" ], [ "Operating Income", "920", "510" ], [ "Deferred Revenue", "1680", "920" ] ]	Calculate revenue growth %, Operating Margin for 2025, Operating Margin expansion, and Deferred Revenue as % of revenue.	35.4; 23.1; 6.1; 42.2
4am_finQNA_16	[ "Consumer Staples Co successfully passed through commodity inflation via pricing while volumes were mixed." ]	[ "Advertising expense increased to support new product launches." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18400", "16850" ], [ "Gross Profit", "8120", "7240" ], [ "Operating Income", "4120", "3680" ] ]	Calculate Gross Margin %, Operating Margin % for 2025, and the gross margin expansion in percentage points.	44.1; 22.4; 1.1
4am_finQNA_17	[ "SemiconAI benefited from surging AI demand while consumer electronics segment declined." ]	[ "Inventory correction was completed by Q3." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "36800", "31200" ], [ "Gross Profit", "18420", "14800" ], [ "Operating Income", "9680", "7120" ] ]	Calculate Gross Margin and Operating Margin for both years. What was the operating leverage (incremental margin) on revenue growth?	50.1 vs 47.4; 26.3 vs 22.8; 68.5
4am_finQNA_18	[ "Industrial REIT achieved high occupancy with strong rent escalations and successful acquisitions." ]	[ "Portfolio occupancy reached 96.8%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Rental Revenue", "2850", "2420" ], [ "NOI", "2120", "1780" ], [ "FFO", "1680", "1420" ] ]	Calculate NOI Margin and FFO Margin for 2025. What was the implied acquisition contribution assuming organic NOI growth of 6.2%?	74.4; 58.9; ~280
4am_finQNA_19	[ "Insurance Holdings faced elevated catastrophe losses but benefited from higher investment yields." ]	[ "Combined ratio remained healthy." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Premiums Earned", "12480", "11250" ], [ "Losses & Expenses", "9850", "9210" ], [ "Investment Income", "2480", "1980" ], [ "Net Income", "1680", "1420" ] ]	Calculate the Combined Ratio for 2025 and the percentage contribution of investment income to pre-tax income.	78.9; 38.2
4am_finQNA_20	[ "Luxury Brands Group reported strong Asia demand but faced currency headwinds in Europe." ]	[ "Acquired a high-end watch brand during the year." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18400", "16280" ], [ "Organic Growth (%)", "7.8", "9.2" ], [ "EBIT", "5240", "4520" ] ]	Calculate total reported revenue growth % and the acquisition contribution in percentage points. Also compute EBIT Margin for 2025.	13.0; 5.2; 28.5
4am_finQNA_21	[ "Payment Processor expanded merchant network and BNPL offerings." ]	[ "Take rate held steady despite regulatory changes." ]	[ [ "Metric", "2025", "2024" ], [ "Payment Volume ($B)", "1240", "980" ], [ "Revenue ($M)", "4280", "3420" ], [ "Net Income ($M)", "1680", "1240" ] ]	Calculate take rate in basis points for 2025, revenue growth %, and Net Margin.	34.5; 25.1; 39.3
4am_finQNA_22	[ "Heavy Machinery Inc. saw strong mining segment demand but weakness in agriculture." ]	[ "Aftermarket parts revenue grew double digits." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15840", "14290" ], [ "Operating Income", "2840", "2310" ], [ "Net Income", "1950", "1680" ] ]	Calculate Operating Margin and Net Margin for 2025. What was the YoY improvement in Operating Margin?	17.9; 12.3; 1.8 pp
4am_finQNA_23	[ "SolarTech added significant capacity but faced lower realized power prices." ]	[ "Long-term PPAs provided some protection." ]	[ [ "Metric", "2025", "2024" ], [ "Capacity (GW)", "8.4", "6.1" ], [ "Revenue ($M)", "1240", "980" ], [ "EBITDA ($M)", "680", "510" ] ]	Calculate revenue per GW for both years and the YoY percentage change. Also compute EBITDA margin for 2025.	147.6 vs 160.7; -8.1; 54.8
4am_finQNA_24	[ "Fashion Retail Group shifted mix toward premium private labels." ]	[ "Inventory turnover improved due to better analytics." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8930", "8120" ], [ "Gross Profit", "4120", "3840" ], [ "Operating Income", "980", "1020" ] ]	Calculate Gross Margin % and Operating Margin % for 2025. Did Operating Margin expand or contract?	46.1; 11.0; contracted by 0.8 pp
4am_finQNA_25	[ "DataCenter REIT reported record occupancy driven by AI workload demand." ]	[ "Rent escalations averaged 5.8%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "2140", "1780" ], [ "NOI", "1680", "1390" ], [ "FFO", "1240", "980" ] ]	Calculate NOI Margin, FFO Margin, and implied organic NOI growth assuming acquisitions added $180M revenue.	78.5; 57.9; 8.4
4am_finQNA_26	[ "Consumer Electronics Co faced component cost inflation from tariffs." ]	[ "Services revenue mix continued to increase." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "28450", "26180" ], [ "Gross Margin (%)", "32.4", "34.8" ], [ "Operating Margin (%)", "9.8", "11.2" ] ]	Calculate Operating Income for both years and total margin compression (Gross + Operating) in percentage points.	2788 vs 2932; 3.8
4am_finQNA_27	[ "Software-as-a-Service company showed strong Rule of 40 performance." ]	[ "Net retention rate reached 118%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "3980", "2940" ], [ "Gross Margin (%)", "82.4", "81.2" ], [ "Operating Income", "920", "510" ] ]	Calculate Operating Margin expansion and check Rule of 40 score (Revenue Growth % + Op Margin %).	6.1; 64.5
4am_finQNA_28	[ "Luxury Auto Manufacturer reported record deliveries with favorable product mix shift toward EVs." ]	[ "Average selling price increased due to higher trim levels." ]	[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (000)", "218", "189" ], [ "Revenue ($M)", "124500", "108400" ], [ "EBIT ($M)", "16800", "14200" ] ]	Calculate revenue per vehicle in $000 and EBIT Margin for 2025.	571.1; 13.5
4am_finQNA_29	[ "Telecom Operator faced legacy revenue decline but strong 5G subscriber growth." ]	[ "ARPU increased due to data consumption." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Service Revenue", "18420", "17980" ], [ "EBITDA", "6840", "6520" ] ]	Calculate total revenue growth (assuming equipment revenue flat at $3120M) and EBITDA Margin for 2025.	3.1; 31.9
4am_finQNA_30	[ "Asset Manager benefited from market rally and strong inflows." ]	[ "Performance fees were exceptionally high." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "AUM ($B)", "285", "242" ], [ "Revenue", "3680", "3120" ], [ "Net Income", "1680", "1240" ] ]	Calculate revenue yield on AUM (%) and Net Margin expansion.	1.29; 3.2
4am_finQNA_31	[ "Logistics Company normalized freight rates after previous volatility while fuel costs declined." ]	[ "Operational efficiency improved." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "13850" ], [ "Operating Income", "1680", "920" ] ]	Calculate Operating Margin for both years and the expansion in percentage points.	13.5 vs 6.6; 6.9
4am_finQNA_32	[ "Biotech firm turned profitable after successful drug launch." ]	[ "R&D spending remained elevated for pipeline." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "1840", "920" ], [ "R&D", "680", "1240" ], [ "Net Income", "240", "-380" ] ]	Calculate revenue growth rate (%) and the total profitability swing from loss to profit.	100; 620
4am_finQNA_33	[ "Department Store Chain optimized store footprint while growing e-commerce." ]	[ "Comparable sales turned positive." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8720", "8450" ], [ "Gross Margin (%)", "38.4", "37.2" ], [ "Operating Income", "680", "420" ] ]	Calculate Operating Margin for 2025 and the YoY improvement in percentage points.	7.8; 2.8
4am_finQNA_34	[ "Semiconductor Equipment maker reported record bookings from AI customers." ]	[ "Book-to-bill ratio stayed above 1.2 throughout the year." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6850", "5210" ], [ "Gross Margin (%)", "48.2", "46.8" ], [ "Backlog", "12400", "8920" ] ]	Calculate backlog coverage in months based on 2025 revenue.	21.7
4am_finQNA_35	[ "Utility company benefited from rate base growth and favorable regulatory decisions." ]	[ "Renewable mix increased to 42%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "7840", "7210" ], [ "EBITDA", "3120", "2840" ], [ "Net Income", "1240", "1080" ] ]	Calculate EBITDA Margin and Net Margin for 2025.	39.8; 15.8
4am_finQNA_36	[ "Gaming Company launched two major titles with strong pre-orders and monetization." ]	[ "User engagement metrics improved." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "5420", "4680" ], [ "Operating Income", "1680", "1240" ] ]	Calculate Operating Margin for both years and the expansion in percentage points.	31.0 vs 26.5; 4.5
4am_finQNA_37	[ "AeroDynamics Inc. reported higher deliveries but faced significant supply chain cost inflation and increased R&D for next-gen programs." ]	[ "The company maintained a strong backlog position." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18740", "16280" ], [ "Cost of Revenue", "14230", "11980" ], [ "Operating Expenses", "3120", "2840" ], [ "Net Income", "980", "920" ], [ "Backlog ($B)", "68.4", "59.2" ]...	1. Calculate 2025 Gross Margin. 2. Calculate Operating Margin. 3. Determine backlog coverage in months of 2025 revenue. 4. Calculate how much backlog growth contributes as a multiple of 2025 revenue.	24.1; 7.4; 43.8 months; 3.65x
4am_finQNA_38	[ "BioVita Pharma launched two new oncology drugs while legacy products faced generic competition." ]	[ "Royalty income increased significantly from licensing agreements." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "9340", "8150" ], [ "COGS", "3120", "2980" ], [ "R&D", "1840", "1520" ], [ "Net Income", "1680", "1240" ] ]	Calculate: 1) Gross Margin % for 2025. 2) R&D as % of revenue in both years. 3) Net Margin expansion in percentage points. 4) YoY Net Income growth rate.	66.6; 19.7 vs 18.7; 2.1; 35.5
4am_finQNA_39	[ "Global Retail Corp faced heavy promotional activity and rising logistics costs due to e-commerce shift." ]	[ "Same-store sales turned positive in the second half." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "32450", "29870" ], [ "Gross Margin (%)", "28.4", "29.8" ], [ "Operating Margin (%)", "6.8", "7.9" ], [ "Comparable Sales Growth (%)", "1.2", "-2.4" ] ]	Calculate: 1) 2025 Operating Income. 2) Operating margin compression in pp. 3) Implied gross profit dollars for 2025. 4) The drag from gross margin contraction on operating income.	2206.6; 1.1; 9215.8; ~455
4am_finQNA_40	[ "FinCore Bank enjoyed higher net interest margins but increased provisions in Q4 due to one large exposure." ]	[ "Wealth management fee income grew strongly." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "6850", "5740" ], [ "Non-Interest Income", "3120", "2680" ], [ "Provisions", "680", "920" ], [ "Net Income", "4210", "3380" ] ]	Calculate: 1) Percentage of Net Income growth from NII expansion. 2) Percentage from lower provisions. 3) Overall Net Income growth rate.	68.4; 31.6; 24.6
4am_finQNA_41	[ "GreenEnergy Solutions added new renewable capacity but realized lower power prices per MWh." ]	[ "Production efficiency improved due to better technology." ]	[ [ "Metric", "2025", "2024" ], [ "Capacity (GW)", "14.8", "11.2" ], [ "Revenue ($M)", "4280", "3950" ], [ "EBITDA ($M)", "1680", "1420" ] ]	Calculate: 1) Revenue per GW for both years. 2) YoY % change in revenue per GW. 3) EBITDA Margin for 2025.	289.2 vs 352.7; -18.0; 39.3
4am_finQNA_42	[ "Luxury Brands completed the acquisition of a premium watchmaker contributing $420M revenue." ]	[ "Organic growth slowed due to currency headwinds." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "10850" ], [ "Organic Growth (%)", "7.8", "9.2" ], [ "EBIT", "3240", "2680" ] ]	Calculate: 1) Total reported growth %. 2) Acquisition contribution in percentage points. 3) EBIT Margin for 2025.	15.0; 3.9; 26.0
4am_finQNA_43	[ "CloudSoft Inc. reported robust subscription growth with improving retention." ]	[ "Deferred revenue increased due to multi-year contracts." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Subscription Revenue", "8750", "6920" ], [ "Total Revenue", "9680", "7840" ], [ "Deferred Revenue", "2450", "1780" ] ]	Calculate: 1) Subscription revenue growth %. 2) Deferred revenue growth %. 3) Deferred revenue as % of total revenue in 2025.	26.4; 37.6; 25.3
4am_finQNA_44	[ "AutoParts Ltd. saw strong EV component demand while traditional ICE parts declined." ]	[ "Raw material costs stabilized in H2 after hedging." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "6720", "6180" ], [ "Gross Margin (%)", "21.8", "23.5" ], [ "Operating Income ($M)", "840", "920" ] ]	Calculate: 1) 2025 Operating Margin. 2) YoY change in Operating Margin (pp). 3) Implied gross profit dollars for 2025.	12.5; -2.4; 1465.0
4am_finQNA_45	[ "Consumer Staples Co maintained pricing power despite volume pressure in emerging markets." ]	[ "Cost optimization programs delivered savings." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15420", "14280" ], [ "Operating Income", "3120", "2780" ] ]	Calculate Operating Margin for both years and the expansion in percentage points.	20.2 vs 19.5; 0.7
4am_finQNA_46	[ "Semicon Dynamics faced inventory correction in consumer electronics but grew strongly in AI and automotive." ]	[ "CapEx remained high for new capacity." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "21800", "19650" ], [ "Gross Profit", "9840", "9120" ], [ "Free Cash Flow", "3240", "2890" ] ]	Calculate: 1) Gross Margin % for both years. 2) FCF margin for 2025. 3) YoY FCF growth rate.	45.1 vs 46.4; 14.9; 12.1
4am_finQNA_47	[ "Heavy Machinery Inc. announced a large share repurchase program while investing in new product lines." ]	[ "Mining segment drove majority of growth." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15840", "14290" ], [ "Operating Income", "2840", "2310" ], [ "Net Income", "1950", "1680" ], [ "Shares Outstanding (M)", "248", "265" ] ]	Calculate: 1) 2025 Operating Margin. 2) EPS for 2025. 3) YoY EPS growth rate.	17.9; 7.86; 24.1
4am_finQNA_48	[ "MediTech Solutions reported strong hospital equipment sales while consumables grew steadily." ]	[ "Currency translation negatively impacted European revenue by an estimated $180M." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6720", "5980" ], [ "Gross Profit", "4120", "3590" ], [ "EBITDA", "1680", "1420" ] ]	Perform the following steps: 1) Calculate Gross Margin % for 2025. 2) Calculate EBITDA Margin for 2025. 3) Estimate the currency-adjusted revenue growth rate. 4) Compute EBITDA margin expansion in percentage points.	61.3; 25.0; 15.1; 1.4
4am_finQNA_49	[ "Regional Bank Corp benefited from higher loan yields but deposit costs rose sharply in H2." ]	[ "Non-performing loans ratio improved to 0.8% from 1.4%." ]	[ [ "Category", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "2140", "1780" ], [ "Fee Income", "680", "620" ], [ "Provision for Credit Losses", "210", "340" ], [ "Net Income", "1380", "980" ] ]	Step-by-step: 1) Calculate total revenue growth %. 2) Determine the contribution of reduced provisions to YoY Net Income growth in percentage points. 3) Compute overall Net Income growth rate. 4) Estimate the impact of lower provisions as % of total growth.	15.8; 8.7; 40.8; 31.7
4am_finQNA_50	[ "SolarTech Power added significant new capacity but faced lower power purchase agreement prices." ]	[ "Operational efficiency improved due to newer assets." ]	[ [ "Metric", "2025", "2024" ], [ "Installed Capacity (GW)", "8.4", "6.1" ], [ "Revenue ($M)", "1240", "980" ], [ "EBITDA ($M)", "680", "510" ] ]	Multi-step calculation: 1) Revenue per GW for both years. 2) YoY % decline in revenue per GW. 3) EBITDA Margin for 2025. 4) Implied EBITDA per GW improvement.	147.6 vs 160.7; -8.1; 54.8; +12.4
4am_finQNA_51	[ "Fashion Retail Group saw strong performance in premium segment while fast fashion slowed." ]	[ "Inventory turnover ratio improved from 4.2x to 5.1x." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8930", "8120" ], [ "Gross Profit", "4120", "3840" ], [ "Operating Income", "980", "1020" ] ]	Calculate step-by-step: 1) Gross Margin % for 2025. 2) Operating Margin % for 2025. 3) Operating margin change in pp. 4) Implied gross profit increase needed to offset operating deleverage.	46.1; 11.0; -0.8; 165
4am_finQNA_52	[ "DataCenter REIT reported higher occupancy and successful rent escalations across portfolio." ]	[ "Acquired three new facilities contributing $180M annualized revenue." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "2140", "1780" ], [ "NOI", "1680", "1390" ], [ "FFO", "1240", "980" ] ]	Multi-step: 1) NOI Margin for 2025. 2) Implied organic revenue growth %. 3) FFO Margin. 4) Acquisition contribution to total revenue growth in percentage points.	78.5; 8.4; 57.9; 10.1
4am_finQNA_53	[ "Consumer Electronics Co. faced intense competition and higher component costs from new tariffs." ]	[ "Services revenue mix increased to 28% of total revenue." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "28450", "26180" ], [ "Gross Margin (%)", "32.4", "34.8" ], [ "Operating Margin (%)", "9.8", "11.2" ] ]	Step-by-step: 1) Operating Income for both years. 2) Total gross + operating margin compression in pp. 3) Implied services revenue in 2025. 4) Estimated impact of services mix on gross margin.	2788 vs 2932; 3.8; 7966; positive
4am_finQNA_54	[ "Insurance Holdings saw premium growth but higher claims from natural catastrophes." ]	[ "Investment income benefited from higher yields." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Net Premiums Earned", "8450", "7620" ], [ "Claims and Expenses", "7120", "5980" ], [ "Investment Income", "1240", "980" ], [ "Net Income", "980", "920" ] ]	Calculate: 1) Combined Ratio for 2025. 2) Investment income contribution to Net Income (%). 3) Net Income growth rate. 4) Underwriting result before investment income.	84.3; 38.2; 6.5; -250
4am_finQNA_55	[ "Software-as-a-Service leader maintained high growth with improving rule-of-40 score." ]	[ "Net revenue retention rate reached 118%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "ARR", "4250", "3180" ], [ "Total Revenue", "3980", "2940" ], [ "Operating Income", "920", "510" ] ]	Multi-step reasoning: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Operating Margin expansion. 4) Rule of 40 score for 2025.	35.4; 23.1; 6.1; 58.5
4am_finQNA_56	[ "Food & Beverage Corp implemented price increases to offset raw material inflation." ]	[ "Volume growth was negative in North America but strong in Asia." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "11560" ], [ "Gross Profit", "5120", "4890" ], [ "Operating Income", "2140", "1980" ] ]	Calculate step-by-step: 1) Gross Margin % for 2025. 2) Operating Margin % for 2025. 3) Implied price vs volume contribution to growth. 4) Operating leverage on incremental revenue.	41.0; 17.1; price-driven; 68%
4am_finQNA_57	[ "Industrial Chemicals experienced strong pricing in specialty segment while volumes declined in commodities." ]	[ "Energy costs decreased due to hedging." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6720", "6480" ], [ "EBITDA", "1240", "980" ], [ "Net Income", "680", "520" ] ]	Step-by-step: 1) EBITDA Margin for both years. 2) EBITDA margin expansion. 3) Net Income growth rate. 4) Implied conversion rate from EBITDA to Net Income in 2025.	18.5 vs 15.1; 3.4; 30.8; 54.8
4am_finQNA_58	[ "Luxury Auto Manufacturer reported record deliveries of electric models." ]	[ "Average selling price increased due to higher mix of premium trims." ]	[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (k)", "2180", "1890" ], [ "Revenue ($M)", "124500", "108400" ], [ "EBIT ($M)", "16800", "14200" ] ]	Multi-step: 1) Revenue per vehicle ($k). 2) EBIT Margin for 2025. 3) Implied volume growth contribution. 4) Price/mix contribution to revenue growth.	57.11; 13.5; 15.3%; 9.7%
4am_finQNA_59	[ "Telecom Operator faced declining legacy voice revenue but grew 5G subscriptions strongly." ]	[ "CapEx remained elevated for network expansion." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Service Revenue", "18420", "17980" ], [ "Equipment Revenue", "3120", "2680" ], [ "EBITDA", "6840", "6520" ] ]	Calculate: 1) Total revenue growth %. 2) EBITDA Margin for 2025. 3) EBITDA-Capex margin (proxy for FCF margin) assuming CapEx of $4250M.	3.1; 31.9; 12.0
4am_finQNA_60	[ "Asset Manager benefited from higher assets under management due to strong market performance." ]	[ "Performance fees were exceptionally high in 2025." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Management Fees", "2840", "2410" ], [ "Performance Fees", "920", "340" ], [ "Total Revenue", "4120", "3120" ], [ "Net Income", "1680", "1240" ] ]	Step-by-step: 1) Percentage of revenue growth from performance fees. 2) Overall revenue growth %. 3) Net Margin for 2025. 4) Net Margin expansion.	58.3; 32.1; 40.8; 3.2
4am_finQNA_61	[ "Logistics and Shipping company benefited from normalized freight rates after 2024 volatility." ]	[ "Fuel costs declined due to hedging and efficiency gains." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "13850" ], [ "Operating Income", "1680", "920" ] ]	Calculate: 1) Operating Margin for both years. 2) Margin expansion in pp. 3) Implied operating leverage on revenue decline.	13.5 vs 6.6; 6.9; very high
4am_finQNA_62	[ "Biotech startup turned profitable for the first time after successful drug launch." ]	[ "R&D expenses remained high for pipeline development." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "1840", "920" ], [ "R&D", "680", "1240" ], [ "Net Income", "240", "-380" ] ]	Multi-step: 1) Revenue growth rate. 2) R&D as % of revenue in 2025. 3) Profitability swing amount. 4) Breakeven revenue level assuming fixed R&D.	100; 37.0; 620; ~920
4am_finQNA_63	[ "Department Store Chain continued store optimization program while growing e-commerce." ]	[ "Comparable sales growth turned positive after three years." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "8720", "8450" ], [ "Gross Margin (%)", "38.4", "37.2" ], [ "Operating Income", "680", "420" ] ]	Calculate: 1) Operating Margin for 2025. 2) YoY Operating Margin improvement. 3) Gross profit dollars increase. 4) Operating leverage ratio.	7.8; 2.8; 280; 3.1x
4am_finQNA_64	[ "Semiconductor Equipment maker saw record orders from AI chip manufacturers." ]	[ "Book-to-bill ratio remained above 1.2 throughout the year." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6850", "5210" ], [ "Gross Margin (%)", "48.2", "46.8" ], [ "Backlog", "12400", "8920" ] ]	Step-by-step: 1) Backlog coverage in months of 2025 revenue. 2) Gross Margin expansion. 3) Implied future revenue visibility from backlog.	21.7; 1.4; very strong
4am_finQNA_65	[ "Utilities company benefited from rate base growth and favorable regulatory decisions." ]	[ "Renewable energy mix increased to 42%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "7840", "7210" ], [ "EBITDA", "3120", "2840" ], [ "Net Income", "1240", "1080" ] ]	Calculate: 1) EBITDA Margin. 2) Net Margin. 3) Implied tax and interest burden as % of EBITDA.	39.8; 15.8; 60.3
4am_finQNA_66	[ "Gaming and Entertainment company launched two major titles with strong pre-orders." ]	[ "User engagement metrics improved significantly." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "5420", "4680" ], [ "Operating Income", "1680", "1240" ] ]	Calculate Operating Margin for both years, the expansion in pp, and implied incremental margin on revenue growth.	31.0 vs 26.5; 4.5; 68.8
4am_finQNA_67	[ "PharmaCorp faced patent expiration but launched two new high-margin therapies." ]	[ "R&D spend as % of revenue declined due to cost optimization." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "14280", "15840" ], [ "Gross Profit", "9840", "10250" ], [ "R&D", "2840", "3120" ], [ "Net Income", "3120", "2680" ] ]	Multi-step: 1) Gross Margin %. 2) Net Margin %. 3) R&D intensity change. 4) Net Margin expansion despite revenue decline.	68.9; 21.8; -2.1 pp; +2.1
4am_finQNA_68	[ "Commercial Bank saw robust loan growth in corporate segment." ]	[ "Net Interest Margin expanded 28 basis points." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Total Loans", "124500", "108200" ], [ "Net Interest Income", "4280", "3650" ], [ "Non-Interest Income", "1680", "1420" ], [ "Net Income", "2450", "1980" ] ]	Calculate: 1) Loan growth %. 2) Contribution of NIM expansion to NII growth. 3) Overall Net Income growth.	15.1; 41; 23.7
4am_finQNA_69	[ "EV Manufacturer scaled production significantly but faced raw material volatility." ]	[ "Average selling price declined due to increased competition." ]	[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (k)", "680", "420" ], [ "Revenue ($M)", "24800", "18400" ], [ "Gross Margin (%)", "18.4", "22.6" ] ]	Calculate: 1) Revenue per vehicle ($k). 2) Gross margin contraction (pp). 3) Implied total cost increase offset by volume.	36.47; 4.2; ~3120
4am_finQNA_70	[ "Tech Hardware leader benefited from AI server demand while PC segment declined." ]	[ "Inventory levels normalized by year end." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "68450", "62180" ], [ "Gross Profit", "18420", "17240" ], [ "Operating Income", "8450", "7120" ] ]	Step-by-step: 1) Gross Margin %. 2) Operating Margin %. 3) Operating leverage on incremental revenue.	26.9; 12.3; 78%
4am_finQNA_71	[ "Real Estate Investment Trust achieved higher occupancy and positive rent spreads." ]	[ "Acquired $650M portfolio in Q3." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Rental Revenue", "1840", "1620" ], [ "NOI", "1240", "1080" ], [ "FFO", "920", "780" ] ]	Calculate: 1) NOI Margin. 2) Implied annualized revenue contribution from acquisitions. 3) FFO Margin.	67.4; 650; 50.0
4am_finQNA_72	[ "Consumer Goods Co. successfully passed through commodity inflation via pricing actions." ]	[ "Advertising spend increased to support new product launches." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "21800", "19850" ], [ "Gross Margin (%)", "42.8", "41.2" ], [ "Operating Margin (%)", "16.4", "15.1" ] ]	Calculate: 1) Operating Income growth %. 2) Margin expansion (Gross + Operating). 3) Implied operating leverage.	19.8; 2.9 pp; strong
4am_finQNA_73	[ "Airline operator recovered strongly post-pandemic with record load factors." ]	[ "Fuel hedging program saved $280M in 2025." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "12480", "9850" ], [ "Load Factor (%)", "84.2", "79.8" ], [ "Operating Income ($M)", "1680", "920" ] ]	Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Implied hedging benefit on margin.	26.7; 13.5; 2.2 pp
4am_finQNA_74	[ "Specialty Chemical company benefited from demand in semiconductor and EV markets." ]	[ "Volume growth offset pricing pressure in base chemicals." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6720", "5980" ], [ "EBITDA", "1680", "1240" ], [ "Net Income", "920", "680" ] ]	Calculate: 1) EBITDA Margin expansion. 2) Net Income growth rate. 3) EBITDA to Net conversion ratio.	3.1 pp; 35.3; 54.8
4am_finQNA_75	[ "Payment Processor saw strong volume growth in e-commerce and cross-border." ]	[ "Take-rate remained stable despite competitive pressure." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Payment Volume ($B)", "1240", "980" ], [ "Revenue", "4280", "3420" ], [ "Net Income", "1680", "1240" ] ]	Calculate: 1) Take-rate in basis points. 2) Revenue growth %. 3) Net Margin. 4) Implied operating leverage.	34.5; 25.1; 39.3; high
4am_finQNA_76	[ "Industrial Conglomerate divested non-core assets while growing core aerospace segment." ]	[ "Organic growth was 6.8%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "36800", "34200" ], [ "EBIT", "6240", "5680" ], [ "Net Income", "4120", "3680" ] ]	Calculate: 1) Reported revenue growth %. 2) EBIT Margin for 2025. 3) Implied divestiture impact.	7.6; 17.0; -1.2 pp drag
4am_finQNA_77	[ "Hotel Chain operator reported strong RevPAR growth in major markets." ]	[ "Occupancy rate reached pre-pandemic levels." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "4250", "3680" ], [ "RevPAR ($)", "142", "118" ], [ "EBITDA Margin (%)", "28.4", "24.8" ] ]	Calculate: 1) Revenue growth %. 2) EBITDA Margin expansion. 3) Implied RevPAR contribution to growth.	15.5; 3.6; 80%
4am_finQNA_78	[ "Cloud Infrastructure Provider added major hyperscale customers." ]	[ "Utilization rates improved across data centers." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "9850", "7420" ], [ "Gross Margin (%)", "68.2", "65.4" ], [ "Operating Income", "2840", "1680" ] ]	Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Operating Margin expansion. 4) Incremental margin.	32.7; 28.8; 6.1; 48.5
4am_finQNA_79	[ "Retail Bank focused on digital transformation while managing branch optimization." ]	[ "Cost-to-income ratio improved." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "3120", "2840" ], [ "Fee Income", "980", "920" ], [ "Operating Expenses", "2180", "2120" ], [ "Net Income", "1420", "1180" ] ]	Calculate: 1) Cost-to-Income ratio for 2025. 2) Net Income growth %. 3) Total revenue growth.	53.4; 20.3; 9.8
4am_finQNA_80	[ "Medical Device company launched next-gen implant with strong adoption." ]	[ "Pricing pressure increased in developed markets." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6840", "6120" ], [ "Gross Margin (%)", "72.8", "71.2" ], [ "R&D (% of sales)", "14.2", "15.8" ] ]	Calculate: 1) Gross Profit growth %. 2) R&D intensity change. 3) Implied gross margin benefit from new product.	18.4; -1.6 pp; positive
4am_finQNA_81	[ "Steel Producer benefited from higher prices in early 2025 but volumes declined in H2." ]	[ "Energy efficiency initiatives reduced costs." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "13850" ], [ "EBITDA", "2480", "3120" ], [ "Net Income", "920", "1240" ] ]	Calculate: 1) EBITDA Margin both years. 2) Margin contraction. 3) Net Income decline %.	19.9 vs 22.5; 2.6 pp; -25.8
4am_finQNA_82	[ "Online Marketplace expanded into new categories and geographies." ]	[ "Take rate improved slightly due to premium services." ]	[ [ "Metric", "2025 ($B)", "2024 ($B)" ], [ "GMV", "124", "98" ], [ "Revenue", "14.8", "11.2" ], [ "Net Income", "3.2", "2.1" ] ]	Calculate: 1) Take rate % for 2025. 2) Revenue growth %. 3) Net Margin for 2025.	11.9; 32.1; 21.6
4am_finQNA_83	[ "Railway operator benefited from higher freight volumes and successful pricing negotiations." ]	[ "Maintenance capex remained elevated." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8450", "7620" ], [ "Operating Income", "2180", "1680" ], [ "EBITDA", "3120", "2680" ] ]	Calculate: 1) Operating Margin. 2) EBITDA Margin. 3) EBITDA to Operating conversion ratio.	25.8; 36.9; 69.9
4am_finQNA_84	[ "Cybersecurity firm reported strong subscription bookings and high renewal rates." ]	[ "Deferred revenue grew substantially." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "4280", "3120" ], [ "Subscription Revenue", "3850", "2680" ], [ "Deferred Revenue", "1680", "920" ] ]	Calculate: 1) Subscription growth %. 2) Deferred revenue / annual subscription revenue ratio. 3) Revenue growth.	43.7; 0.44; 37.2
4am_finQNA_85	[ "Automotive Supplier saw strong demand for EV powertrain components." ]	[ "Raw material costs stabilized after 2024 spikes." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "9850", "8420" ], [ "Gross Margin (%)", "19.8", "18.4" ], [ "Operating Income", "1240", "920" ] ]	Calculate: 1) Operating Margin improvement. 2) Gross Margin expansion. 3) Implied operating leverage.	2.1 pp; 1.4 pp; strong
4am_finQNA_86	[ "Beverage Company expanded zero-sugar portfolio successfully." ]	[ "Emerging markets contributed 58% of revenue growth." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18400", "16850" ], [ "Operating Income", "4120", "3680" ] ]	Calculate: 1) Operating Margin for 2025. 2) Margin expansion. 3) Implied emerging market contribution to profit growth.	22.4; 0.8; 65%
4am_finQNA_87	[ "Chip Design company licensed new AI accelerator IP to multiple foundries." ]	[ "Royalty revenue grew rapidly." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "License Revenue", "3120", "2680" ], [ "Royalty Revenue", "1240", "680" ], [ "Total Revenue", "4680", "3520" ] ]	Calculate: 1) Royalty contribution % in 2025. 2) Total revenue growth %. 3) Implied royalty growth rate.	26.5; 33.0; 82.4
4am_finQNA_88	[ "Regional Airport Operator saw passenger traffic recover fully with new international routes." ]	[ "Non-aeronautical revenue per passenger increased." ]	[ [ "Metric", "2025", "2024" ], [ "Passengers (M)", "48.2", "42.1" ], [ "Revenue ($M)", "1240", "980" ], [ "EBITDA ($M)", "680", "510" ] ]	Calculate: 1) Revenue per passenger. 2) EBITDA Margin. 3) Passenger growth contribution to revenue growth.	25.73; 54.8; 62%
4am_finQNA_89	[ "Logistics REIT achieved high occupancy with new warehouse deliveries." ]	[ "Rent growth averaged 4.8% on renewals." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Rental Income", "1680", "1420" ], [ "NOI", "1240", "1020" ], [ "Occupancy (%)", "96.8", "94.2" ] ]	Calculate: 1) NOI Margin. 2) Implied same-store rental growth. 3) Occupancy impact.	73.8; 4.8; positive
4am_finQNA_90	[ "Media Conglomerate benefited from streaming subscriber growth but faced linear TV decline." ]	[ "Content costs remained well controlled." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Streaming Revenue", "6850", "5210" ], [ "Total Revenue", "12480", "11850" ], [ "EBITDA", "3120", "2680" ] ]	Calculate: 1) Streaming contribution %. 2) EBITDA Margin. 3) Implied linear TV decline drag.	54.9; 25.0; moderate
4am_finQNA_91	[ "Construction Equipment maker saw strong replacement demand in North America." ]	[ "Dealer inventory levels normalized." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "9850", "8420" ], [ "Operating Margin (%)", "14.8", "12.6" ], [ "Backlog ($M)", "6420", "5210" ] ]	Calculate: 1) Operating Income for 2025. 2) Backlog coverage in months. 3) Margin expansion.	1457.8; 7.8; 2.2 pp
4am_finQNA_92	[ "Generic Pharma company launched several new products after successful ANDA approvals." ]	[ "Pricing erosion continued on older molecules." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "3120", "2680" ], [ "Gross Margin (%)", "58.4", "54.2" ], [ "Net Income", "680", "420" ] ]	Calculate: 1) Gross Margin expansion. 2) Net Income growth rate. 3) Implied new product contribution.	4.2 pp; 61.9; dominant
4am_finQNA_93	[ "Renewable Energy Developer completed several large wind and solar projects." ]	[ "Power Purchase Agreements secured at attractive rates." ]	[ [ "Metric", "2025", "2024" ], [ "Operational Capacity (GW)", "12.8", "9.4" ], [ "Revenue ($M)", "2840", "2180" ], [ "EBITDA ($M)", "1680", "1240" ] ]	Calculate: 1) Revenue per GW. 2) EBITDA Margin. 3) Implied capacity utilization improvement.	221.9; 59.2; strong
4am_finQNA_94	[ "Financial Technology company expanded into banking-as-a-service partnerships." ]	[ "User base grew 42% YoY." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "4250", "3120" ], [ "Gross Profit", "3120", "2180" ], [ "Net Income", "980", "620" ] ]	Calculate: 1) Gross Margin. 2) Net Margin. 3) Revenue growth rate.	73.4; 23.1; 36.2
4am_finQNA_95	[ "Packaging Company benefited from e-commerce demand and sustainable packaging shift." ]	[ "Raw material costs moderated in H2." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6850", "6420" ], [ "Operating Income", "980", "920" ], [ "Net Income", "680", "640" ] ]	Calculate: 1) Operating Margin both years. 2) Margin change. 3) Net Income growth.	14.3 vs 14.3; flat; 6.3
4am_finQNA_96	[ "AI Software company reported accelerating enterprise adoption and multi-year contracts." ]	[ "Sales and marketing efficiency improved significantly." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "3120", "1840" ], [ "Operating Income", "680", "120" ], [ "Deferred Revenue", "1680", "920" ] ]	Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Margin improvement. 4) Deferred revenue coverage.	69.6; 21.8; 15.3 pp; 0.54x
4am_finQNA_97	[ "NextGen AI Infrastructure company signed several large multi-year hyperscaler contracts." ]	[ "Utilization rate of existing data centers improved to 82%." ]	[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "4850", "3120" ], [ "Gross Profit", "3680", "2180" ], [ "Operating Income", "1240", "420" ], [ "Deferred Revenue", "2850", "1680" ] ]	Calculate: 1) Gross Margin. 2) Operating Margin. 3) Deferred revenue growth %. 4) Revenue growth.	75.9; 25.6; 69.6; 55.4
4am_finQNA_98	[ "Mid-sized Commercial Bank expanded its wealth management division while facing margin pressure on deposits." ]	[ "Loan loss provisions remained low due to strong credit quality." ]	[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "3680", "3240" ], [ "Non-Interest Income", "1240", "980" ], [ "Provisions", "180", "320" ], [ "Net Income", "2150", "1680" ] ]	Calculate: 1) Contribution of lower provisions to Net Income growth (pp). 2) Total Net Income growth %. 3) Non-Interest Income contribution.	8.7; 28.0; 22%
4am_finQNA_99	[ "Specialty Retailer shifted focus toward private label brands with higher margins." ]	[ "Same-store sales growth accelerated in Q4." ]	[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "12480", "11250" ], [ "Gross Margin (%)", "42.8", "38.6" ], [ "Operating Margin (%)", "12.4", "10.9" ] ]	Calculate: 1) Gross Margin expansion. 2) Operating Income both years. 3) Operating leverage on revenue growth.	4.2; 1547.5 vs 1226.3; high
4am_finQNA_100	[ "Offshore Wind Developer commissioned several new projects in the North Sea." ]	[ "Government subsidies contributed to revenue recognition." ]	[ [ "Metric", "2025", "2024" ], [ "Operational Capacity (GW)", "6.8", "4.2" ], [ "Revenue ($M)", "1840", "980" ], [ "EBITDA ($M)", "1120", "520" ] ]	Calculate: 1) Revenue per GW both years. 2) EBITDA Margin for 2025. 3) Implied capacity utilization / efficiency gain.	270.6 vs 233.3; 60.9; strong

4am_finQNA_techcorp_2025_1

[ "TechCorp reported strong revenue growth in 2025 driven by cloud services and AI products.", "Operating expenses increased due to heavy R&D investment." ]

[ "The company maintained a healthy cash position despite share buybacks." ]

[ [ "Metric", "2025", "2024", "2023" ], [ "Revenue ($M)", "8450", "7120", "5980" ], [ "Cost of Revenue ($M)", "3120", "2680", "2350" ], [ "Operating Expenses ($M)", "3780", "3010", "2650" ], [ "Net Income ($M)", "1120", "980",...

What was the year-over-year operating margin improvement from 2024 to 2025 in percentage points? Also calculate the 2025 EPS.

1.8; 3.93

4am_finQNA_pharma_2025_2

[ "PharmaGen faced patent cliff pressure but launched two new drugs in late 2024.", "R&D spend was front-loaded in Q1-Q2." ]

[ "Gross margin improved due to higher-margin specialty drugs." ]

[ [ "Item", "2025", "2024" ], [ "Revenue ($M)", "6240", "5890" ], [ "Gross Profit ($M)", "4180", "3720" ], [ "R&D ($M)", "1240", "980" ], [ "SG&A ($M)", "980", "850" ], [ "Net Profit ($M)", "860", "710" ] ]

Calculate the Gross Margin % for 2025 and determine by what percentage Net Profit grew faster than Revenue YoY.

67.0; 48.2

4am_finQNA_bank_2025_3

[ "GlobalBank benefited from higher interest rates in 2025 but saw deposit outflows in Q4." ]

[ "Loan loss provisions decreased significantly due to improved credit quality." ]

[ [ "Category", "2025", "2024" ], [ "Net Interest Income ($M)", "4280", "3650" ], [ "Non-Interest Income ($M)", "1890", "1720" ], [ "Total Provisions ($M)", "340", "610" ], [ "Net Income ($M)", "2150", "1680" ] ]

What was the contribution of reduced provisions to the YoY Net Income growth in percentage points?

12.6

4am_finQNA_retail_2025_4

[ "ValueMart same-store sales grew modestly while new store openings drove overall growth.", "Inflation negatively impacted gross margin." ]

[ "The company repurchased $450M worth of shares during the year." ]

[ [ "Metric", "2025", "2024" ], [ "Total Revenue ($M)", "18450", "16980" ], [ "Same Store Sales Growth (%)", "2.8", "4.1" ], [ "Gross Margin (%)", "24.6", "26.2" ], [ "Operating Income ($M)", "1240", "1380" ], [ "Shares Outstanding (M...

If operating margin declined, calculate the 2025 EPS and the implied total revenue from new stores.

8.73; 1470

4am_finQNA_energy_2025_5

[ "Crude prices averaged $78/barrel in 2025 versus $92 in 2024." ]

[]

[ [ "Item", "2025", "2024" ], [ "Production (M BOE)", "185", "172" ], [ "Revenue ($M)", "12480", "13850" ], [ "Operating Cash Flow ($M)", "4250", "4890" ] ]

What was the percentage change in Revenue per BOE from 2024 to 2025?

-14.8

4am_finQNA_tech2_2025_6

[ "NextGen Tech reported record free cash flow despite increased capital expenditure on new fabs." ]

[ "Deferred revenue increased by $680M due to strong multi-year contracts." ]

[ [ "Metric", "2025", "2024" ], [ "Operating Cash Flow ($M)", "6850", "5210" ], [ "CapEx ($M)", "3120", "1980" ], [ "Free Cash Flow ($M)", "3730", "3230" ], [ "Deferred Revenue ($M)", "2450", "1770" ] ]

Calculate FCF margin assuming Revenue was $21.4B in 2025. Also, what portion of FCF growth came from operating cash flow improvement?

17.4; 89.1

4am_finQNA_auto_2025_7

[ "EV sales represented 38% of total units sold in 2025." ]

[]

[ [ "Item", "2025" ], [ "Total Revenue ($M)", "128450" ], [ "Total Units Sold (k)", "1840" ], [ "EV Units Sold (k)", "699" ] ]

What was the average revenue per vehicle in 2025 (in thousands)?

69.81

4am_finQNA_financial_2025_8

[ "Asset management fees grew strongly while investment banking fees declined due to slower M&A market." ]

[ "The firm returned 68% of earnings to shareholders via dividends and buybacks." ]

[ [ "Division", "2025 Revenue ($M)", "2024 Revenue ($M)" ], [ "Asset Management", "3240", "2780" ], [ "Investment Banking", "1890", "2150" ], [ "Total Revenue", "6890", "6420" ], [ "Net Income", "2150", "1840" ] ]

Calculate the overall revenue growth rate and the Net Margin expansion in percentage points.

7.3; 2.1

4am_finQNA_9

[ "Price increases and volume growth both contributed to top-line performance." ]

[ "Advertising expense rose 18% YoY." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "8750", "7920" ], [ "COGS ($M)", "4120", "3810" ], [ "Operating Income ($M)", "1680", "1420" ] ]

What was the Operating Margin in 2025 and the improvement from 2024?

19.2; 1.3

4am_finQNA_10

[ "Acquisitions contributed $920M in revenue while organic growth was 4.2%.", "Currency headwinds reduced reported revenue by $380M." ]

[ "Effective tax rate decreased to 21.4% from 24.8% due to R&D tax credits." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15680", "14210" ], [ "EBIT", "3240", "2810" ], [ "Net Income", "2480", "2040" ] ]

Calculate organic revenue growth including currency impact, and the tax savings benefit to Net Income.

5.9; 98

4am_finQNA_11

[ "TechVision Inc. reported strong top-line growth driven by AI solutions while facing higher R&D and marketing spend to support expansion." ]

[ "The company completed a major acquisition contributing to inorganic growth." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "9850" ], [ "Organic Revenue", "10850", "9850" ], [ "Gross Profit", "8120", "6420" ], [ "Operating Income", "3120", "2480" ], [ "Net Income", "2180", "1680" ] ]

Calculate overall revenue growth %, organic growth %, gross margin for 2025, and the contribution of the acquisition to total revenue growth in percentage points.

26.7; 10.2; 65.1; 13.1

4am_finQNA_12

[ "PharmaCore faced patent expiry on its flagship drug but launched two new high-margin specialty products." ]

[ "R&D tax credits reduced effective tax rate." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8750", "9420" ], [ "Gross Profit", "6120", "6580" ], [ "R&D", "1840", "2120" ], [ "Net Income", "1680", "1420" ] ]

Calculate Gross Margin % and Net Margin % for 2025. Did Net Margin expand despite revenue decline? By how many percentage points?

70.0; 19.2; Yes, 2.1

4am_finQNA_13

[ "Global Retail Bank benefited from higher interest rates but saw increased deposit competition." ]

[ "Loan loss provisions decreased due to improved credit quality." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "4280", "3650" ], [ "Non-Interest Income", "1680", "1420" ], [ "Provisions", "420", "680" ], [ "Net Income", "2450", "1980" ] ]

What percentage of Net Income growth came from reduced provisions? Calculate the YoY growth rate of Net Income.

35.7; 23.7

4am_finQNA_14

[ "EV Dynamics scaled production aggressively while average selling price declined due to market competition." ]

[ "Battery cost reduction initiatives delivered savings." ]

[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (000)", "680", "420" ], [ "Revenue ($M)", "24800", "18400" ], [ "Gross Margin (%)", "18.4", "22.6" ] ]

Calculate 2025 revenue per vehicle ($000) and the gross margin contraction in percentage points. Estimate the implied cost savings needed to offset ASP decline.

36.47; 4.2; ~920

4am_finQNA_15

[ "SaaS Dynamics maintained high growth with improving profitability metrics." ]

[ "Net revenue retention rate reached 122%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "ARR", "4250", "3180" ], [ "Revenue", "3980", "2940" ], [ "Operating Income", "920", "510" ], [ "Deferred Revenue", "1680", "920" ] ]

Calculate revenue growth %, Operating Margin for 2025, Operating Margin expansion, and Deferred Revenue as % of revenue.

35.4; 23.1; 6.1; 42.2

4am_finQNA_16

[ "Consumer Staples Co successfully passed through commodity inflation via pricing while volumes were mixed." ]

[ "Advertising expense increased to support new product launches." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18400", "16850" ], [ "Gross Profit", "8120", "7240" ], [ "Operating Income", "4120", "3680" ] ]

Calculate Gross Margin %, Operating Margin % for 2025, and the gross margin expansion in percentage points.

44.1; 22.4; 1.1

4am_finQNA_17

[ "SemiconAI benefited from surging AI demand while consumer electronics segment declined." ]

[ "Inventory correction was completed by Q3." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "36800", "31200" ], [ "Gross Profit", "18420", "14800" ], [ "Operating Income", "9680", "7120" ] ]

Calculate Gross Margin and Operating Margin for both years. What was the operating leverage (incremental margin) on revenue growth?

50.1 vs 47.4; 26.3 vs 22.8; 68.5

4am_finQNA_18

[ "Industrial REIT achieved high occupancy with strong rent escalations and successful acquisitions." ]

[ "Portfolio occupancy reached 96.8%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Rental Revenue", "2850", "2420" ], [ "NOI", "2120", "1780" ], [ "FFO", "1680", "1420" ] ]

Calculate NOI Margin and FFO Margin for 2025. What was the implied acquisition contribution assuming organic NOI growth of 6.2%?

74.4; 58.9; ~280

4am_finQNA_19

[ "Insurance Holdings faced elevated catastrophe losses but benefited from higher investment yields." ]

[ "Combined ratio remained healthy." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Premiums Earned", "12480", "11250" ], [ "Losses & Expenses", "9850", "9210" ], [ "Investment Income", "2480", "1980" ], [ "Net Income", "1680", "1420" ] ]

Calculate the Combined Ratio for 2025 and the percentage contribution of investment income to pre-tax income.

78.9; 38.2

4am_finQNA_20

[ "Luxury Brands Group reported strong Asia demand but faced currency headwinds in Europe." ]

[ "Acquired a high-end watch brand during the year." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18400", "16280" ], [ "Organic Growth (%)", "7.8", "9.2" ], [ "EBIT", "5240", "4520" ] ]

Calculate total reported revenue growth % and the acquisition contribution in percentage points. Also compute EBIT Margin for 2025.

13.0; 5.2; 28.5

4am_finQNA_21

[ "Payment Processor expanded merchant network and BNPL offerings." ]

[ "Take rate held steady despite regulatory changes." ]

[ [ "Metric", "2025", "2024" ], [ "Payment Volume ($B)", "1240", "980" ], [ "Revenue ($M)", "4280", "3420" ], [ "Net Income ($M)", "1680", "1240" ] ]

Calculate take rate in basis points for 2025, revenue growth %, and Net Margin.

34.5; 25.1; 39.3

4am_finQNA_22

[ "Heavy Machinery Inc. saw strong mining segment demand but weakness in agriculture." ]

[ "Aftermarket parts revenue grew double digits." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15840", "14290" ], [ "Operating Income", "2840", "2310" ], [ "Net Income", "1950", "1680" ] ]

Calculate Operating Margin and Net Margin for 2025. What was the YoY improvement in Operating Margin?

17.9; 12.3; 1.8 pp

4am_finQNA_23

[ "SolarTech added significant capacity but faced lower realized power prices." ]

[ "Long-term PPAs provided some protection." ]

[ [ "Metric", "2025", "2024" ], [ "Capacity (GW)", "8.4", "6.1" ], [ "Revenue ($M)", "1240", "980" ], [ "EBITDA ($M)", "680", "510" ] ]

Calculate revenue per GW for both years and the YoY percentage change. Also compute EBITDA margin for 2025.

147.6 vs 160.7; -8.1; 54.8

4am_finQNA_24

[ "Fashion Retail Group shifted mix toward premium private labels." ]

[ "Inventory turnover improved due to better analytics." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8930", "8120" ], [ "Gross Profit", "4120", "3840" ], [ "Operating Income", "980", "1020" ] ]

Calculate Gross Margin % and Operating Margin % for 2025. Did Operating Margin expand or contract?

46.1; 11.0; contracted by 0.8 pp

4am_finQNA_25

[ "DataCenter REIT reported record occupancy driven by AI workload demand." ]

[ "Rent escalations averaged 5.8%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "2140", "1780" ], [ "NOI", "1680", "1390" ], [ "FFO", "1240", "980" ] ]

Calculate NOI Margin, FFO Margin, and implied organic NOI growth assuming acquisitions added $180M revenue.

78.5; 57.9; 8.4

4am_finQNA_26

[ "Consumer Electronics Co faced component cost inflation from tariffs." ]

[ "Services revenue mix continued to increase." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "28450", "26180" ], [ "Gross Margin (%)", "32.4", "34.8" ], [ "Operating Margin (%)", "9.8", "11.2" ] ]

Calculate Operating Income for both years and total margin compression (Gross + Operating) in percentage points.

2788 vs 2932; 3.8

4am_finQNA_27

[ "Software-as-a-Service company showed strong Rule of 40 performance." ]

[ "Net retention rate reached 118%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "3980", "2940" ], [ "Gross Margin (%)", "82.4", "81.2" ], [ "Operating Income", "920", "510" ] ]

Calculate Operating Margin expansion and check Rule of 40 score (Revenue Growth % + Op Margin %).

6.1; 64.5

4am_finQNA_28

[ "Luxury Auto Manufacturer reported record deliveries with favorable product mix shift toward EVs." ]

[ "Average selling price increased due to higher trim levels." ]

[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (000)", "218", "189" ], [ "Revenue ($M)", "124500", "108400" ], [ "EBIT ($M)", "16800", "14200" ] ]

Calculate revenue per vehicle in $000 and EBIT Margin for 2025.

571.1; 13.5

4am_finQNA_29

[ "Telecom Operator faced legacy revenue decline but strong 5G subscriber growth." ]

[ "ARPU increased due to data consumption." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Service Revenue", "18420", "17980" ], [ "EBITDA", "6840", "6520" ] ]

Calculate total revenue growth (assuming equipment revenue flat at $3120M) and EBITDA Margin for 2025.

3.1; 31.9

4am_finQNA_30

[ "Asset Manager benefited from market rally and strong inflows." ]

[ "Performance fees were exceptionally high." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "AUM ($B)", "285", "242" ], [ "Revenue", "3680", "3120" ], [ "Net Income", "1680", "1240" ] ]

Calculate revenue yield on AUM (%) and Net Margin expansion.

1.29; 3.2

4am_finQNA_31

[ "Logistics Company normalized freight rates after previous volatility while fuel costs declined." ]

[ "Operational efficiency improved." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "13850" ], [ "Operating Income", "1680", "920" ] ]

Calculate Operating Margin for both years and the expansion in percentage points.

13.5 vs 6.6; 6.9

4am_finQNA_32

[ "Biotech firm turned profitable after successful drug launch." ]

[ "R&D spending remained elevated for pipeline." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "1840", "920" ], [ "R&D", "680", "1240" ], [ "Net Income", "240", "-380" ] ]

Calculate revenue growth rate (%) and the total profitability swing from loss to profit.

100; 620

4am_finQNA_33

[ "Department Store Chain optimized store footprint while growing e-commerce." ]

[ "Comparable sales turned positive." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8720", "8450" ], [ "Gross Margin (%)", "38.4", "37.2" ], [ "Operating Income", "680", "420" ] ]

Calculate Operating Margin for 2025 and the YoY improvement in percentage points.

7.8; 2.8

4am_finQNA_34

[ "Semiconductor Equipment maker reported record bookings from AI customers." ]

[ "Book-to-bill ratio stayed above 1.2 throughout the year." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6850", "5210" ], [ "Gross Margin (%)", "48.2", "46.8" ], [ "Backlog", "12400", "8920" ] ]

Calculate backlog coverage in months based on 2025 revenue.

21.7

4am_finQNA_35

[ "Utility company benefited from rate base growth and favorable regulatory decisions." ]

[ "Renewable mix increased to 42%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "7840", "7210" ], [ "EBITDA", "3120", "2840" ], [ "Net Income", "1240", "1080" ] ]

Calculate EBITDA Margin and Net Margin for 2025.

39.8; 15.8

4am_finQNA_36

[ "Gaming Company launched two major titles with strong pre-orders and monetization." ]

[ "User engagement metrics improved." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "5420", "4680" ], [ "Operating Income", "1680", "1240" ] ]

Calculate Operating Margin for both years and the expansion in percentage points.

31.0 vs 26.5; 4.5

4am_finQNA_37

[ "AeroDynamics Inc. reported higher deliveries but faced significant supply chain cost inflation and increased R&D for next-gen programs." ]

[ "The company maintained a strong backlog position." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18740", "16280" ], [ "Cost of Revenue", "14230", "11980" ], [ "Operating Expenses", "3120", "2840" ], [ "Net Income", "980", "920" ], [ "Backlog ($B)", "68.4", "59.2" ]...

1. Calculate 2025 Gross Margin. 2. Calculate Operating Margin. 3. Determine backlog coverage in months of 2025 revenue. 4. Calculate how much backlog growth contributes as a multiple of 2025 revenue.

24.1; 7.4; 43.8 months; 3.65x

4am_finQNA_38

[ "BioVita Pharma launched two new oncology drugs while legacy products faced generic competition." ]

[ "Royalty income increased significantly from licensing agreements." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "9340", "8150" ], [ "COGS", "3120", "2980" ], [ "R&D", "1840", "1520" ], [ "Net Income", "1680", "1240" ] ]

Calculate: 1) Gross Margin % for 2025. 2) R&D as % of revenue in both years. 3) Net Margin expansion in percentage points. 4) YoY Net Income growth rate.

66.6; 19.7 vs 18.7; 2.1; 35.5

4am_finQNA_39

[ "Global Retail Corp faced heavy promotional activity and rising logistics costs due to e-commerce shift." ]

[ "Same-store sales turned positive in the second half." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "32450", "29870" ], [ "Gross Margin (%)", "28.4", "29.8" ], [ "Operating Margin (%)", "6.8", "7.9" ], [ "Comparable Sales Growth (%)", "1.2", "-2.4" ] ]

Calculate: 1) 2025 Operating Income. 2) Operating margin compression in pp. 3) Implied gross profit dollars for 2025. 4) The drag from gross margin contraction on operating income.

2206.6; 1.1; 9215.8; ~455

4am_finQNA_40

[ "FinCore Bank enjoyed higher net interest margins but increased provisions in Q4 due to one large exposure." ]

[ "Wealth management fee income grew strongly." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "6850", "5740" ], [ "Non-Interest Income", "3120", "2680" ], [ "Provisions", "680", "920" ], [ "Net Income", "4210", "3380" ] ]

Calculate: 1) Percentage of Net Income growth from NII expansion. 2) Percentage from lower provisions. 3) Overall Net Income growth rate.

68.4; 31.6; 24.6

4am_finQNA_41

[ "GreenEnergy Solutions added new renewable capacity but realized lower power prices per MWh." ]

[ "Production efficiency improved due to better technology." ]

[ [ "Metric", "2025", "2024" ], [ "Capacity (GW)", "14.8", "11.2" ], [ "Revenue ($M)", "4280", "3950" ], [ "EBITDA ($M)", "1680", "1420" ] ]

Calculate: 1) Revenue per GW for both years. 2) YoY % change in revenue per GW. 3) EBITDA Margin for 2025.

289.2 vs 352.7; -18.0; 39.3

4am_finQNA_42

[ "Luxury Brands completed the acquisition of a premium watchmaker contributing $420M revenue." ]

[ "Organic growth slowed due to currency headwinds." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "10850" ], [ "Organic Growth (%)", "7.8", "9.2" ], [ "EBIT", "3240", "2680" ] ]

Calculate: 1) Total reported growth %. 2) Acquisition contribution in percentage points. 3) EBIT Margin for 2025.

15.0; 3.9; 26.0

4am_finQNA_43

[ "CloudSoft Inc. reported robust subscription growth with improving retention." ]

[ "Deferred revenue increased due to multi-year contracts." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Subscription Revenue", "8750", "6920" ], [ "Total Revenue", "9680", "7840" ], [ "Deferred Revenue", "2450", "1780" ] ]

Calculate: 1) Subscription revenue growth %. 2) Deferred revenue growth %. 3) Deferred revenue as % of total revenue in 2025.

26.4; 37.6; 25.3

4am_finQNA_44

[ "AutoParts Ltd. saw strong EV component demand while traditional ICE parts declined." ]

[ "Raw material costs stabilized in H2 after hedging." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "6720", "6180" ], [ "Gross Margin (%)", "21.8", "23.5" ], [ "Operating Income ($M)", "840", "920" ] ]

Calculate: 1) 2025 Operating Margin. 2) YoY change in Operating Margin (pp). 3) Implied gross profit dollars for 2025.

12.5; -2.4; 1465.0

4am_finQNA_45

[ "Consumer Staples Co maintained pricing power despite volume pressure in emerging markets." ]

[ "Cost optimization programs delivered savings." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15420", "14280" ], [ "Operating Income", "3120", "2780" ] ]

Calculate Operating Margin for both years and the expansion in percentage points.

20.2 vs 19.5; 0.7

4am_finQNA_46

[ "Semicon Dynamics faced inventory correction in consumer electronics but grew strongly in AI and automotive." ]

[ "CapEx remained high for new capacity." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "21800", "19650" ], [ "Gross Profit", "9840", "9120" ], [ "Free Cash Flow", "3240", "2890" ] ]

Calculate: 1) Gross Margin % for both years. 2) FCF margin for 2025. 3) YoY FCF growth rate.

45.1 vs 46.4; 14.9; 12.1

4am_finQNA_47

[ "Heavy Machinery Inc. announced a large share repurchase program while investing in new product lines." ]

[ "Mining segment drove majority of growth." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "15840", "14290" ], [ "Operating Income", "2840", "2310" ], [ "Net Income", "1950", "1680" ], [ "Shares Outstanding (M)", "248", "265" ] ]

Calculate: 1) 2025 Operating Margin. 2) EPS for 2025. 3) YoY EPS growth rate.

17.9; 7.86; 24.1

4am_finQNA_48

[ "MediTech Solutions reported strong hospital equipment sales while consumables grew steadily." ]

[ "Currency translation negatively impacted European revenue by an estimated $180M." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6720", "5980" ], [ "Gross Profit", "4120", "3590" ], [ "EBITDA", "1680", "1420" ] ]

Perform the following steps: 1) Calculate Gross Margin % for 2025. 2) Calculate EBITDA Margin for 2025. 3) Estimate the currency-adjusted revenue growth rate. 4) Compute EBITDA margin expansion in percentage points.

61.3; 25.0; 15.1; 1.4

4am_finQNA_49

[ "Regional Bank Corp benefited from higher loan yields but deposit costs rose sharply in H2." ]

[ "Non-performing loans ratio improved to 0.8% from 1.4%." ]

[ [ "Category", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "2140", "1780" ], [ "Fee Income", "680", "620" ], [ "Provision for Credit Losses", "210", "340" ], [ "Net Income", "1380", "980" ] ]

Step-by-step: 1) Calculate total revenue growth %. 2) Determine the contribution of reduced provisions to YoY Net Income growth in percentage points. 3) Compute overall Net Income growth rate. 4) Estimate the impact of lower provisions as % of total growth.

15.8; 8.7; 40.8; 31.7

4am_finQNA_50

[ "SolarTech Power added significant new capacity but faced lower power purchase agreement prices." ]

[ "Operational efficiency improved due to newer assets." ]

[ [ "Metric", "2025", "2024" ], [ "Installed Capacity (GW)", "8.4", "6.1" ], [ "Revenue ($M)", "1240", "980" ], [ "EBITDA ($M)", "680", "510" ] ]

Multi-step calculation: 1) Revenue per GW for both years. 2) YoY % decline in revenue per GW. 3) EBITDA Margin for 2025. 4) Implied EBITDA per GW improvement.

147.6 vs 160.7; -8.1; 54.8; +12.4

4am_finQNA_51

[ "Fashion Retail Group saw strong performance in premium segment while fast fashion slowed." ]

[ "Inventory turnover ratio improved from 4.2x to 5.1x." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8930", "8120" ], [ "Gross Profit", "4120", "3840" ], [ "Operating Income", "980", "1020" ] ]

Calculate step-by-step: 1) Gross Margin % for 2025. 2) Operating Margin % for 2025. 3) Operating margin change in pp. 4) Implied gross profit increase needed to offset operating deleverage.

46.1; 11.0; -0.8; 165

4am_finQNA_52

[ "DataCenter REIT reported higher occupancy and successful rent escalations across portfolio." ]

[ "Acquired three new facilities contributing $180M annualized revenue." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "2140", "1780" ], [ "NOI", "1680", "1390" ], [ "FFO", "1240", "980" ] ]

Multi-step: 1) NOI Margin for 2025. 2) Implied organic revenue growth %. 3) FFO Margin. 4) Acquisition contribution to total revenue growth in percentage points.

78.5; 8.4; 57.9; 10.1

4am_finQNA_53

[ "Consumer Electronics Co. faced intense competition and higher component costs from new tariffs." ]

[ "Services revenue mix increased to 28% of total revenue." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "28450", "26180" ], [ "Gross Margin (%)", "32.4", "34.8" ], [ "Operating Margin (%)", "9.8", "11.2" ] ]

Step-by-step: 1) Operating Income for both years. 2) Total gross + operating margin compression in pp. 3) Implied services revenue in 2025. 4) Estimated impact of services mix on gross margin.

2788 vs 2932; 3.8; 7966; positive

4am_finQNA_54

[ "Insurance Holdings saw premium growth but higher claims from natural catastrophes." ]

[ "Investment income benefited from higher yields." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Net Premiums Earned", "8450", "7620" ], [ "Claims and Expenses", "7120", "5980" ], [ "Investment Income", "1240", "980" ], [ "Net Income", "980", "920" ] ]

Calculate: 1) Combined Ratio for 2025. 2) Investment income contribution to Net Income (%). 3) Net Income growth rate. 4) Underwriting result before investment income.

84.3; 38.2; 6.5; -250

4am_finQNA_55

[ "Software-as-a-Service leader maintained high growth with improving rule-of-40 score." ]

[ "Net revenue retention rate reached 118%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "ARR", "4250", "3180" ], [ "Total Revenue", "3980", "2940" ], [ "Operating Income", "920", "510" ] ]

Multi-step reasoning: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Operating Margin expansion. 4) Rule of 40 score for 2025.

35.4; 23.1; 6.1; 58.5

4am_finQNA_56

[ "Food & Beverage Corp implemented price increases to offset raw material inflation." ]

[ "Volume growth was negative in North America but strong in Asia." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "11560" ], [ "Gross Profit", "5120", "4890" ], [ "Operating Income", "2140", "1980" ] ]

Calculate step-by-step: 1) Gross Margin % for 2025. 2) Operating Margin % for 2025. 3) Implied price vs volume contribution to growth. 4) Operating leverage on incremental revenue.

41.0; 17.1; price-driven; 68%

4am_finQNA_57

[ "Industrial Chemicals experienced strong pricing in specialty segment while volumes declined in commodities." ]

[ "Energy costs decreased due to hedging." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6720", "6480" ], [ "EBITDA", "1240", "980" ], [ "Net Income", "680", "520" ] ]

Step-by-step: 1) EBITDA Margin for both years. 2) EBITDA margin expansion. 3) Net Income growth rate. 4) Implied conversion rate from EBITDA to Net Income in 2025.

18.5 vs 15.1; 3.4; 30.8; 54.8

4am_finQNA_58

[ "Luxury Auto Manufacturer reported record deliveries of electric models." ]

[ "Average selling price increased due to higher mix of premium trims." ]

[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (k)", "2180", "1890" ], [ "Revenue ($M)", "124500", "108400" ], [ "EBIT ($M)", "16800", "14200" ] ]

Multi-step: 1) Revenue per vehicle ($k). 2) EBIT Margin for 2025. 3) Implied volume growth contribution. 4) Price/mix contribution to revenue growth.

57.11; 13.5; 15.3%; 9.7%

4am_finQNA_59

[ "Telecom Operator faced declining legacy voice revenue but grew 5G subscriptions strongly." ]

[ "CapEx remained elevated for network expansion." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Service Revenue", "18420", "17980" ], [ "Equipment Revenue", "3120", "2680" ], [ "EBITDA", "6840", "6520" ] ]

Calculate: 1) Total revenue growth %. 2) EBITDA Margin for 2025. 3) EBITDA-Capex margin (proxy for FCF margin) assuming CapEx of $4250M.

3.1; 31.9; 12.0

4am_finQNA_60

[ "Asset Manager benefited from higher assets under management due to strong market performance." ]

[ "Performance fees were exceptionally high in 2025." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Management Fees", "2840", "2410" ], [ "Performance Fees", "920", "340" ], [ "Total Revenue", "4120", "3120" ], [ "Net Income", "1680", "1240" ] ]

Step-by-step: 1) Percentage of revenue growth from performance fees. 2) Overall revenue growth %. 3) Net Margin for 2025. 4) Net Margin expansion.

58.3; 32.1; 40.8; 3.2

4am_finQNA_61

[ "Logistics and Shipping company benefited from normalized freight rates after 2024 volatility." ]

[ "Fuel costs declined due to hedging and efficiency gains." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "13850" ], [ "Operating Income", "1680", "920" ] ]

Calculate: 1) Operating Margin for both years. 2) Margin expansion in pp. 3) Implied operating leverage on revenue decline.

13.5 vs 6.6; 6.9; very high

4am_finQNA_62

[ "Biotech startup turned profitable for the first time after successful drug launch." ]

[ "R&D expenses remained high for pipeline development." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "1840", "920" ], [ "R&D", "680", "1240" ], [ "Net Income", "240", "-380" ] ]

Multi-step: 1) Revenue growth rate. 2) R&D as % of revenue in 2025. 3) Profitability swing amount. 4) Breakeven revenue level assuming fixed R&D.

100; 37.0; 620; ~920

4am_finQNA_63

[ "Department Store Chain continued store optimization program while growing e-commerce." ]

[ "Comparable sales growth turned positive after three years." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "8720", "8450" ], [ "Gross Margin (%)", "38.4", "37.2" ], [ "Operating Income", "680", "420" ] ]

Calculate: 1) Operating Margin for 2025. 2) YoY Operating Margin improvement. 3) Gross profit dollars increase. 4) Operating leverage ratio.

7.8; 2.8; 280; 3.1x

4am_finQNA_64

[ "Semiconductor Equipment maker saw record orders from AI chip manufacturers." ]

[ "Book-to-bill ratio remained above 1.2 throughout the year." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6850", "5210" ], [ "Gross Margin (%)", "48.2", "46.8" ], [ "Backlog", "12400", "8920" ] ]

Step-by-step: 1) Backlog coverage in months of 2025 revenue. 2) Gross Margin expansion. 3) Implied future revenue visibility from backlog.

21.7; 1.4; very strong

4am_finQNA_65

[ "Utilities company benefited from rate base growth and favorable regulatory decisions." ]

[ "Renewable energy mix increased to 42%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "7840", "7210" ], [ "EBITDA", "3120", "2840" ], [ "Net Income", "1240", "1080" ] ]

Calculate: 1) EBITDA Margin. 2) Net Margin. 3) Implied tax and interest burden as % of EBITDA.

39.8; 15.8; 60.3

4am_finQNA_66

[ "Gaming and Entertainment company launched two major titles with strong pre-orders." ]

[ "User engagement metrics improved significantly." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "5420", "4680" ], [ "Operating Income", "1680", "1240" ] ]

Calculate Operating Margin for both years, the expansion in pp, and implied incremental margin on revenue growth.

31.0 vs 26.5; 4.5; 68.8

4am_finQNA_67

[ "PharmaCorp faced patent expiration but launched two new high-margin therapies." ]

[ "R&D spend as % of revenue declined due to cost optimization." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "14280", "15840" ], [ "Gross Profit", "9840", "10250" ], [ "R&D", "2840", "3120" ], [ "Net Income", "3120", "2680" ] ]

Multi-step: 1) Gross Margin %. 2) Net Margin %. 3) R&D intensity change. 4) Net Margin expansion despite revenue decline.

68.9; 21.8; -2.1 pp; +2.1

4am_finQNA_68

[ "Commercial Bank saw robust loan growth in corporate segment." ]

[ "Net Interest Margin expanded 28 basis points." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Total Loans", "124500", "108200" ], [ "Net Interest Income", "4280", "3650" ], [ "Non-Interest Income", "1680", "1420" ], [ "Net Income", "2450", "1980" ] ]

Calculate: 1) Loan growth %. 2) Contribution of NIM expansion to NII growth. 3) Overall Net Income growth.

15.1; 41; 23.7

4am_finQNA_69

[ "EV Manufacturer scaled production significantly but faced raw material volatility." ]

[ "Average selling price declined due to increased competition." ]

[ [ "Metric", "2025", "2024" ], [ "Vehicles Delivered (k)", "680", "420" ], [ "Revenue ($M)", "24800", "18400" ], [ "Gross Margin (%)", "18.4", "22.6" ] ]

Calculate: 1) Revenue per vehicle ($k). 2) Gross margin contraction (pp). 3) Implied total cost increase offset by volume.

36.47; 4.2; ~3120

4am_finQNA_70

[ "Tech Hardware leader benefited from AI server demand while PC segment declined." ]

[ "Inventory levels normalized by year end." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "68450", "62180" ], [ "Gross Profit", "18420", "17240" ], [ "Operating Income", "8450", "7120" ] ]

Step-by-step: 1) Gross Margin %. 2) Operating Margin %. 3) Operating leverage on incremental revenue.

26.9; 12.3; 78%

4am_finQNA_71

[ "Real Estate Investment Trust achieved higher occupancy and positive rent spreads." ]

[ "Acquired $650M portfolio in Q3." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Rental Revenue", "1840", "1620" ], [ "NOI", "1240", "1080" ], [ "FFO", "920", "780" ] ]

Calculate: 1) NOI Margin. 2) Implied annualized revenue contribution from acquisitions. 3) FFO Margin.

67.4; 650; 50.0

4am_finQNA_72

[ "Consumer Goods Co. successfully passed through commodity inflation via pricing actions." ]

[ "Advertising spend increased to support new product launches." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "21800", "19850" ], [ "Gross Margin (%)", "42.8", "41.2" ], [ "Operating Margin (%)", "16.4", "15.1" ] ]

Calculate: 1) Operating Income growth %. 2) Margin expansion (Gross + Operating). 3) Implied operating leverage.

19.8; 2.9 pp; strong

4am_finQNA_73

[ "Airline operator recovered strongly post-pandemic with record load factors." ]

[ "Fuel hedging program saved $280M in 2025." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "12480", "9850" ], [ "Load Factor (%)", "84.2", "79.8" ], [ "Operating Income ($M)", "1680", "920" ] ]

Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Implied hedging benefit on margin.

26.7; 13.5; 2.2 pp

4am_finQNA_74

[ "Specialty Chemical company benefited from demand in semiconductor and EV markets." ]

[ "Volume growth offset pricing pressure in base chemicals." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6720", "5980" ], [ "EBITDA", "1680", "1240" ], [ "Net Income", "920", "680" ] ]

Calculate: 1) EBITDA Margin expansion. 2) Net Income growth rate. 3) EBITDA to Net conversion ratio.

3.1 pp; 35.3; 54.8

4am_finQNA_75

[ "Payment Processor saw strong volume growth in e-commerce and cross-border." ]

[ "Take-rate remained stable despite competitive pressure." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Payment Volume ($B)", "1240", "980" ], [ "Revenue", "4280", "3420" ], [ "Net Income", "1680", "1240" ] ]

Calculate: 1) Take-rate in basis points. 2) Revenue growth %. 3) Net Margin. 4) Implied operating leverage.

34.5; 25.1; 39.3; high

4am_finQNA_76

[ "Industrial Conglomerate divested non-core assets while growing core aerospace segment." ]

[ "Organic growth was 6.8%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Total Revenue", "36800", "34200" ], [ "EBIT", "6240", "5680" ], [ "Net Income", "4120", "3680" ] ]

Calculate: 1) Reported revenue growth %. 2) EBIT Margin for 2025. 3) Implied divestiture impact.

7.6; 17.0; -1.2 pp drag

4am_finQNA_77

[ "Hotel Chain operator reported strong RevPAR growth in major markets." ]

[ "Occupancy rate reached pre-pandemic levels." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "4250", "3680" ], [ "RevPAR ($)", "142", "118" ], [ "EBITDA Margin (%)", "28.4", "24.8" ] ]

Calculate: 1) Revenue growth %. 2) EBITDA Margin expansion. 3) Implied RevPAR contribution to growth.

15.5; 3.6; 80%

4am_finQNA_78

[ "Cloud Infrastructure Provider added major hyperscale customers." ]

[ "Utilization rates improved across data centers." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "9850", "7420" ], [ "Gross Margin (%)", "68.2", "65.4" ], [ "Operating Income", "2840", "1680" ] ]

Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Operating Margin expansion. 4) Incremental margin.

32.7; 28.8; 6.1; 48.5

4am_finQNA_79

[ "Retail Bank focused on digital transformation while managing branch optimization." ]

[ "Cost-to-income ratio improved." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "3120", "2840" ], [ "Fee Income", "980", "920" ], [ "Operating Expenses", "2180", "2120" ], [ "Net Income", "1420", "1180" ] ]

Calculate: 1) Cost-to-Income ratio for 2025. 2) Net Income growth %. 3) Total revenue growth.

53.4; 20.3; 9.8

4am_finQNA_80

[ "Medical Device company launched next-gen implant with strong adoption." ]

[ "Pricing pressure increased in developed markets." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6840", "6120" ], [ "Gross Margin (%)", "72.8", "71.2" ], [ "R&D (% of sales)", "14.2", "15.8" ] ]

Calculate: 1) Gross Profit growth %. 2) R&D intensity change. 3) Implied gross margin benefit from new product.

18.4; -1.6 pp; positive

4am_finQNA_81

[ "Steel Producer benefited from higher prices in early 2025 but volumes declined in H2." ]

[ "Energy efficiency initiatives reduced costs." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "12480", "13850" ], [ "EBITDA", "2480", "3120" ], [ "Net Income", "920", "1240" ] ]

Calculate: 1) EBITDA Margin both years. 2) Margin contraction. 3) Net Income decline %.

19.9 vs 22.5; 2.6 pp; -25.8

4am_finQNA_82

[ "Online Marketplace expanded into new categories and geographies." ]

[ "Take rate improved slightly due to premium services." ]

[ [ "Metric", "2025 ($B)", "2024 ($B)" ], [ "GMV", "124", "98" ], [ "Revenue", "14.8", "11.2" ], [ "Net Income", "3.2", "2.1" ] ]

Calculate: 1) Take rate % for 2025. 2) Revenue growth %. 3) Net Margin for 2025.

11.9; 32.1; 21.6

4am_finQNA_83

[ "Railway operator benefited from higher freight volumes and successful pricing negotiations." ]

[ "Maintenance capex remained elevated." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "8450", "7620" ], [ "Operating Income", "2180", "1680" ], [ "EBITDA", "3120", "2680" ] ]

Calculate: 1) Operating Margin. 2) EBITDA Margin. 3) EBITDA to Operating conversion ratio.

25.8; 36.9; 69.9

4am_finQNA_84

[ "Cybersecurity firm reported strong subscription bookings and high renewal rates." ]

[ "Deferred revenue grew substantially." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "4280", "3120" ], [ "Subscription Revenue", "3850", "2680" ], [ "Deferred Revenue", "1680", "920" ] ]

Calculate: 1) Subscription growth %. 2) Deferred revenue / annual subscription revenue ratio. 3) Revenue growth.

43.7; 0.44; 37.2

4am_finQNA_85

[ "Automotive Supplier saw strong demand for EV powertrain components." ]

[ "Raw material costs stabilized after 2024 spikes." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "9850", "8420" ], [ "Gross Margin (%)", "19.8", "18.4" ], [ "Operating Income", "1240", "920" ] ]

Calculate: 1) Operating Margin improvement. 2) Gross Margin expansion. 3) Implied operating leverage.

2.1 pp; 1.4 pp; strong

4am_finQNA_86

[ "Beverage Company expanded zero-sugar portfolio successfully." ]

[ "Emerging markets contributed 58% of revenue growth." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "18400", "16850" ], [ "Operating Income", "4120", "3680" ] ]

Calculate: 1) Operating Margin for 2025. 2) Margin expansion. 3) Implied emerging market contribution to profit growth.

22.4; 0.8; 65%

4am_finQNA_87

[ "Chip Design company licensed new AI accelerator IP to multiple foundries." ]

[ "Royalty revenue grew rapidly." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "License Revenue", "3120", "2680" ], [ "Royalty Revenue", "1240", "680" ], [ "Total Revenue", "4680", "3520" ] ]

Calculate: 1) Royalty contribution % in 2025. 2) Total revenue growth %. 3) Implied royalty growth rate.

26.5; 33.0; 82.4

4am_finQNA_88

[ "Regional Airport Operator saw passenger traffic recover fully with new international routes." ]

[ "Non-aeronautical revenue per passenger increased." ]

[ [ "Metric", "2025", "2024" ], [ "Passengers (M)", "48.2", "42.1" ], [ "Revenue ($M)", "1240", "980" ], [ "EBITDA ($M)", "680", "510" ] ]

Calculate: 1) Revenue per passenger. 2) EBITDA Margin. 3) Passenger growth contribution to revenue growth.

25.73; 54.8; 62%

4am_finQNA_89

[ "Logistics REIT achieved high occupancy with new warehouse deliveries." ]

[ "Rent growth averaged 4.8% on renewals." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Rental Income", "1680", "1420" ], [ "NOI", "1240", "1020" ], [ "Occupancy (%)", "96.8", "94.2" ] ]

Calculate: 1) NOI Margin. 2) Implied same-store rental growth. 3) Occupancy impact.

73.8; 4.8; positive

4am_finQNA_90

[ "Media Conglomerate benefited from streaming subscriber growth but faced linear TV decline." ]

[ "Content costs remained well controlled." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Streaming Revenue", "6850", "5210" ], [ "Total Revenue", "12480", "11850" ], [ "EBITDA", "3120", "2680" ] ]

Calculate: 1) Streaming contribution %. 2) EBITDA Margin. 3) Implied linear TV decline drag.

54.9; 25.0; moderate

4am_finQNA_91

[ "Construction Equipment maker saw strong replacement demand in North America." ]

[ "Dealer inventory levels normalized." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "9850", "8420" ], [ "Operating Margin (%)", "14.8", "12.6" ], [ "Backlog ($M)", "6420", "5210" ] ]

Calculate: 1) Operating Income for 2025. 2) Backlog coverage in months. 3) Margin expansion.

1457.8; 7.8; 2.2 pp

4am_finQNA_92

[ "Generic Pharma company launched several new products after successful ANDA approvals." ]

[ "Pricing erosion continued on older molecules." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "3120", "2680" ], [ "Gross Margin (%)", "58.4", "54.2" ], [ "Net Income", "680", "420" ] ]

Calculate: 1) Gross Margin expansion. 2) Net Income growth rate. 3) Implied new product contribution.

4.2 pp; 61.9; dominant

4am_finQNA_93

[ "Renewable Energy Developer completed several large wind and solar projects." ]

[ "Power Purchase Agreements secured at attractive rates." ]

[ [ "Metric", "2025", "2024" ], [ "Operational Capacity (GW)", "12.8", "9.4" ], [ "Revenue ($M)", "2840", "2180" ], [ "EBITDA ($M)", "1680", "1240" ] ]

Calculate: 1) Revenue per GW. 2) EBITDA Margin. 3) Implied capacity utilization improvement.

221.9; 59.2; strong

4am_finQNA_94

[ "Financial Technology company expanded into banking-as-a-service partnerships." ]

[ "User base grew 42% YoY." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "4250", "3120" ], [ "Gross Profit", "3120", "2180" ], [ "Net Income", "980", "620" ] ]

Calculate: 1) Gross Margin. 2) Net Margin. 3) Revenue growth rate.

73.4; 23.1; 36.2

4am_finQNA_95

[ "Packaging Company benefited from e-commerce demand and sustainable packaging shift." ]

[ "Raw material costs moderated in H2." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "6850", "6420" ], [ "Operating Income", "980", "920" ], [ "Net Income", "680", "640" ] ]

Calculate: 1) Operating Margin both years. 2) Margin change. 3) Net Income growth.

14.3 vs 14.3; flat; 6.3

4am_finQNA_96

[ "AI Software company reported accelerating enterprise adoption and multi-year contracts." ]

[ "Sales and marketing efficiency improved significantly." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "3120", "1840" ], [ "Operating Income", "680", "120" ], [ "Deferred Revenue", "1680", "920" ] ]

Calculate: 1) Revenue growth %. 2) Operating Margin for 2025. 3) Margin improvement. 4) Deferred revenue coverage.

69.6; 21.8; 15.3 pp; 0.54x

4am_finQNA_97

[ "NextGen AI Infrastructure company signed several large multi-year hyperscaler contracts." ]

[ "Utilization rate of existing data centers improved to 82%." ]

[ [ "Metric", "2025 ($M)", "2024 ($M)" ], [ "Revenue", "4850", "3120" ], [ "Gross Profit", "3680", "2180" ], [ "Operating Income", "1240", "420" ], [ "Deferred Revenue", "2850", "1680" ] ]

Calculate: 1) Gross Margin. 2) Operating Margin. 3) Deferred revenue growth %. 4) Revenue growth.

75.9; 25.6; 69.6; 55.4

4am_finQNA_98

[ "Mid-sized Commercial Bank expanded its wealth management division while facing margin pressure on deposits." ]

[ "Loan loss provisions remained low due to strong credit quality." ]

[ [ "Item", "2025 ($M)", "2024 ($M)" ], [ "Net Interest Income", "3680", "3240" ], [ "Non-Interest Income", "1240", "980" ], [ "Provisions", "180", "320" ], [ "Net Income", "2150", "1680" ] ]

Calculate: 1) Contribution of lower provisions to Net Income growth (pp). 2) Total Net Income growth %. 3) Non-Interest Income contribution.

8.7; 28.0; 22%

4am_finQNA_99

[ "Specialty Retailer shifted focus toward private label brands with higher margins." ]

[ "Same-store sales growth accelerated in Q4." ]

[ [ "Metric", "2025", "2024" ], [ "Revenue ($M)", "12480", "11250" ], [ "Gross Margin (%)", "42.8", "38.6" ], [ "Operating Margin (%)", "12.4", "10.9" ] ]

Calculate: 1) Gross Margin expansion. 2) Operating Income both years. 3) Operating leverage on revenue growth.

4.2; 1547.5 vs 1226.3; high

4am_finQNA_100

[ "Offshore Wind Developer commissioned several new projects in the North Sea." ]

[ "Government subsidies contributed to revenue recognition." ]

[ [ "Metric", "2025", "2024" ], [ "Operational Capacity (GW)", "6.8", "4.2" ], [ "Revenue ($M)", "1840", "980" ], [ "EBITDA ($M)", "1120", "520" ] ]

Calculate: 1) Revenue per GW both years. 2) EBITDA Margin for 2025. 3) Implied capacity utilization / efficiency gain.

270.6 vs 233.3; 60.9; strong

Datasets:

3amthoughts
/

4am_FinQNA-Filtered

4am_FinQNA-Filtered

Dataset Summary

Dataset Structure

Technical Processing

Usage

Applications