{ "run": { "id": "cmnr1487y04dap6581cqx5lsj", "region": "US", "assetId": "cmnr1487c04d6p6583wt21fek", "ticker": "ICE", "snapshotId": "cmnr1487l04d8p658hhrtgoxz", "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux", "createdAt": "2026-04-09T05:21:07.483Z", "promptTemplate": { "id": "cmnqt07si0005lm3jzpxuu1ux", "name": "Oficial 08.apr.2026", "version": 1 }, "snapshot": { "id": "cmnr1487l04d8p658hhrtgoxz", "assetId": "cmnr1487c04d6p6583wt21fek", "asOf": "2026-04-08T20:00:03.000Z", "snapshot": { "asOf": "2026-04-08T20:00:03.000Z", "quote": { "asOf": "2026-04-08T20:00:03.000Z", "open": null, "price": 167.79, "dayLow": 163.8, "volume": 1813307, "dayHigh": 168.195, "currency": "USD", "prevClose": 166.3, "week52Low": 143.17, "week52High": 189.35 }, "fundamentals": { "pe": 27.972366148532, "beta": 0.678459495504793, "epsTTM": 5.79, "fcfTTM": null, "growth": { "epsYoy": 0.20625, "revenueYoy": 0.0747385426409319 }, "sector": "Security & Commodity Brokers, Dealers, Exchanges & Services", "margins": { "net": 0.2020725388601036, "gross": 0.7310880829015544, "operating": 0.3248704663212435 }, "website": "http://ice.com", "industry": "Business services", "pegRatio": 1.35623593447428, "ebitdaTTM": 6746000000, "forwardPe": 21.4232804232804, "marketCap": 104400000000, "totalCash": 837000000, "totalDebt": 19644000000, "debtEquity": 0.679370568908871, "quickRatio": 0.02840125540919682, "revenueTTM": 1930000000, "companyName": "Intercontinental Exchange, Inc.", "priceToBook": 3.19551309026939, "currentRatio": 1.019758428836369, "dividendYield": 0.0119277487146097, "returnOnAssets": 0.002849065287426856, "returnOnEquity": 0.114646377312813, "analystOpinions": null, "businessSummary": "Intercontinental Exchange, Inc. (ICE) is an American multinational financial services company formed in 2000 that operates global financial exchanges and clearing houses and provides mortgage technology, data and listing services. Listed on the Fortune 500, S&P 500, and Russell 1000, the company owns exchanges for financial and commodity markets, and operates 12 regulated exchanges and marketplaces. This includes ICE futures exchanges in the United States, Canada, and Europe; the Liffe futures exchanges in Europe; the New York Stock Exchange, the world's largest stock exchange in terms of total market capitalization of its listed companies; equity options exchanges; and OTC energy, credit, and equity markets.", "enterpriseValue": 111448120000, "analystTargetLow": null, "analystTargetHigh": null, "analystTargetMean": null, "fullTimeEmployees": 12844, "sharesOutstanding": 567896513, "enterpriseToEbitda": 16.52062259116514, "analystTargetMedian": null, "enterpriseToRevenue": 57.74513989637305, "operatingCashflowTTM": 4662000000, "analystRecommendationKey": null } }, "createdAt": "2026-04-09T05:21:07.473Z" }, "results": [ { "id": "cmnr1488004dcp658ajzoo2g9", "runId": "cmnr1487y04dap6581cqx5lsj", "modelId": "anthropic", "status": "SUCCESS", "rawOutput": "{\"model\":\"claude-ai-equity-research-v1\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"ICE\",\"currency\":\"USD\",\"current_price\":167.79,\"target_price_6m\":176.0,\"target_price_12m\":183.0,\"recommendation\":\"BUY\",\"confidence\":0.67,\"thesis_bullets\":[\"Dominant exchange/data platform with high recurring revenue mix\",\"Deleveraging post-Black Knight accelerates EPS growth and shareholder returns\",\"Forward PE ~21x reasonable for 15-20% EPS compounder with defensive beta\",\"Mortgage technology segment offers secular growth as housing digitizes\",\"Trading below mid-point of 52-week range offers reasonable entry point\"],\"key_drivers\":[{\"driver\":\"Exchange transaction revenue growth from volumes and new products\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Data and connectivity recurring revenue expansion\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Mortgage technology cross-sell and Black Knight integration synergies\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Debt paydown improving free cash flow per share\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Rising interest rates boosting fixed income trading volumes\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Dividend growth and share repurchases\",\"impact\":\"LOW\",\"direction\":\"POS\"},{\"driver\":\"$19.6B total debt burden limiting financial flexibility\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Cyclical mortgage origination volumes remain depressed\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Regulatory risk to exchange fee structures\",\"impact\":\"LOW\",\"direction\":\"NEG\"}],\"risks\":[\"Prolonged housing downturn depresses mortgage tech revenues and delays synergy realization\",\"Rising competition from alternative exchanges and DeFi platforms\",\"Regulatory changes impacting exchange fee structures or clearing mandates\",\"Debt refinancing risk if credit spreads widen materially\",\"Economic recession reducing trading volumes across asset classes\"],\"assumptions\":{\"revenue_cagr_3y\":0.08,\"ebit_margin_target\":0.38,\"wacc\":0.085,\"terminal_multiple\":22.0},\"scenarios\":{\"bear\":{\"target_price\":145.0,\"prob\":0.2,\"notes\":\"Mortgage tech underperforms, multiple compresses to ~18x on slower EPS growth.\"},\"base\":{\"target_price\":183.0,\"prob\":0.55,\"notes\":\"Steady execution on synergies, EPS ~$8.20, market awards ~22x forward earnings.\"},\"bull\":{\"target_price\":212.0,\"prob\":0.25,\"notes\":\"Accelerating data/mortgage tech growth, faster deleveraging drives ~25x on ~$8.50 EPS.\"}},\"method_notes\":\"Blended forward PE and EV/EBITDA approach. Forward EPS ~$7.83 implied by snapshot forward PE; modeled 12M forward EPS ~$8.20 base case at 22x = ~$180. Weighted scenario check: 0.20*145+0.55*183+0.25*212=$182. 12M expected return ~9% supports BUY. Confidence moderate due to elevated debt and cyclical mortgage exposure. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "claude-ai-equity-research-v1", "risks": [ "Prolonged housing downturn depresses mortgage tech revenues and delays synergy realization", "Rising competition from alternative exchanges and DeFi platforms", "Regulatory changes impacting exchange fee structures or clearing mandates", "Debt refinancing risk if credit spreads widen materially", "Economic recession reducing trading volumes across asset classes" ], "ticker": "ICE", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Steady execution on synergies, EPS ~$8.20, market awards ~22x forward earnings.", "target_price": 183 }, "bear": { "prob": 0.2, "notes": "Mortgage tech underperforms, multiple compresses to ~18x on slower EPS growth.", "target_price": 145 }, "bull": { "prob": 0.25, "notes": "Accelerating data/mortgage tech growth, faster deleveraging drives ~25x on ~$8.50 EPS.", "target_price": 212 } }, "confidence": 0.67, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.08, "terminal_multiple": 22, "ebit_margin_target": 0.38 }, "key_drivers": [ { "driver": "Exchange transaction revenue growth from volumes and new products", "impact": "HIGH", "direction": "POS" }, { "driver": "Data and connectivity recurring revenue expansion", "impact": "HIGH", "direction": "POS" }, { "driver": "Mortgage technology cross-sell and Black Knight integration synergies", "impact": "HIGH", "direction": "POS" }, { "driver": "Debt paydown improving free cash flow per share", "impact": "MED", "direction": "POS" }, { "driver": "Rising interest rates boosting fixed income trading volumes", "impact": "MED", "direction": "POS" }, { "driver": "Dividend growth and share repurchases", "impact": "LOW", "direction": "POS" }, { "driver": "$19.6B total debt burden limiting financial flexibility", "impact": "MED", "direction": "NEG" }, { "driver": "Cyclical mortgage origination volumes remain depressed", "impact": "MED", "direction": "NEG" }, { "driver": "Regulatory risk to exchange fee structures", "impact": "LOW", "direction": "NEG" } ], "method_notes": "Blended forward PE and EV/EBITDA approach. Forward EPS ~$7.83 implied by snapshot forward PE; modeled 12M forward EPS ~$8.20 base case at 22x = ~$180. Weighted scenario check: 0.20*145+0.55*183+0.25*212=$182. 12M expected return ~9% supports BUY. Confidence moderate due to elevated debt and cyclical mortgage exposure. Not investment advice.", "current_price": 167.79, "recommendation": "BUY", "thesis_bullets": [ "Dominant exchange/data platform with high recurring revenue mix", "Deleveraging post-Black Knight accelerates EPS growth and shareholder returns", "Forward PE ~21x reasonable for 15-20% EPS compounder with defensive beta", "Mortgage technology segment offers secular growth as housing digitizes", "Trading below mid-point of 52-week range offers reasonable entry point" ], "target_price_6m": 176, "target_price_12m": 183 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "anthropic", "webSearch": { "enabled": false, "maxToolCalls": 2, "disabledReason": null }, "pauseTurns": 0, "stopReason": "end_turn" }, "sanityIssues": [] }, "latencyMs": 34058, "createdAt": "2026-04-09T05:21:07.483Z", "usage": { "inputTokens": 3666, "outputTokens": 1580, "costUsd": 0.05783 } }, { "id": "cmnr1488004dfp658rgafjayt", "runId": "cmnr1487y04dap6581cqx5lsj", "modelId": "deepseek.reasoner", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"ICE_Equity_Analysis_v1\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"ICE\",\n \"currency\": \"USD\",\n \"current_price\": 167.79,\n \"target_price_6m\": 165.0,\n \"target_price_12m\": 170.0,\n \"recommendation\": \"HOLD\",\n \"confidence\": 0.6,\n \"thesis_bullets\": [\n \"Stable revenue from exchange and data services drives cash flow.\",\n \"High operating margins at 32.5% support profitability.\",\n \"Valuation elevated with P/E of 28, limiting near-term upside.\",\n \"Moderate revenue growth of 7.5% offsets overvaluation concerns.\",\n \"Regulatory and market risks could pressure earnings growth.\"\n ],\n \"key_drivers\": [\n { \"driver\": \"Exchange transaction volumes\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Data services demand growth\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Interest rate environment stability\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Regulatory changes\", \"impact\": \"HIGH\", \"direction\": \"NEG\" },\n { \"driver\": \"Market volatility impact on volumes\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Cost efficiency initiatives\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Debt management\", \"impact\": \"LOW\", \"direction\": \"NEG\" }\n ],\n \"risks\": [\n \"Economic downturn reducing trading activity\",\n \"Increased regulatory scrutiny on fees\",\n \"Competition from alternative trading platforms\",\n \"Cybersecurity threats to exchange operations\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.075,\n \"ebit_margin_target\": 0.33,\n \"wacc\": 0.07,\n \"terminal_multiple\": 20.0\n },\n \"scenarios\": {\n \"bear\": { \"target_price\": 150.0, \"prob\": 0.3, \"notes\": \"Lower growth and multiple contraction due to economic slowdown.\" },\n \"base\": { \"target_price\": 170.0, \"prob\": 0.5, \"notes\": \"Moderate growth with stable multiples as per current trends.\" },\n \"bull\": { \"target_price\": 200.0, \"prob\": 0.2, \"notes\": \"Higher growth and multiple expansion from market share gains.\" }\n },\n \"method_notes\": \"DCF with normalized P/E multiple; HOLD due to 1.3% expected 12M return and data inconsistencies in snapshot. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "ICE_Equity_Analysis_v1", "risks": [ "Economic downturn reducing trading activity", "Increased regulatory scrutiny on fees", "Competition from alternative trading platforms", "Cybersecurity threats to exchange operations" ], "ticker": "ICE", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Moderate growth with stable multiples as per current trends.", "target_price": 170 }, "bear": { "prob": 0.3, "notes": "Lower growth and multiple contraction due to economic slowdown.", "target_price": 150 }, "bull": { "prob": 0.2, "notes": "Higher growth and multiple expansion from market share gains.", "target_price": 200 } }, "confidence": 0.6, "assumptions": { "wacc": 0.07, "revenue_cagr_3y": 0.075, "terminal_multiple": 20, "ebit_margin_target": 0.33 }, "key_drivers": [ { "driver": "Exchange transaction volumes", "impact": "HIGH", "direction": "POS" }, { "driver": "Data services demand growth", "impact": "MED", "direction": "POS" }, { "driver": "Interest rate environment stability", "impact": "MED", "direction": "POS" }, { "driver": "Regulatory changes", "impact": "HIGH", "direction": "NEG" }, { "driver": "Market volatility impact on volumes", "impact": "MED", "direction": "POS" }, { "driver": "Cost efficiency initiatives", "impact": "MED", "direction": "POS" }, { "driver": "Debt management", "impact": "LOW", "direction": "NEG" } ], "method_notes": "DCF with normalized P/E multiple; HOLD due to 1.3% expected 12M return and data inconsistencies in snapshot. Not investment advice.", "current_price": 167.79, "recommendation": "HOLD", "thesis_bullets": [ "Stable revenue from exchange and data services drives cash flow.", "High operating margins at 32.5% support profitability.", "Valuation elevated with P/E of 28, limiting near-term upside.", "Moderate revenue growth of 7.5% offsets overvaluation concerns.", "Regulatory and market risks could pressure earnings growth." ], "target_price_6m": 165, "target_price_12m": 170 }, "errorsJson": { "attempts": [], "providerMeta": { "endpoint": "https://api.deepseek.com/v1/chat/completions", "provider": "deepseek", "webSearch": { "enabled": false, "supported": false }, "responseFormat": "json_object" }, "sanityIssues": [] }, "latencyMs": 353, "createdAt": "2026-04-09T05:21:07.483Z", "usage": { "inputTokens": 2173, "outputTokens": 3960, "costUsd": 0.002272 } }, { "id": "cmnr1488004ddp658wh4mso3v", "runId": "cmnr1487y04dap6581cqx5lsj", "modelId": "gemini.3-pro", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"Equity Research AI\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"ICE\",\n \"currency\": \"USD\",\n \"current_price\": 167.79,\n \"target_price_6m\": 180.0,\n \"target_price_12m\": 191.0,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.7,\n \"thesis_bullets\": [\n \"Diversified revenue streams across exchanges, data, and mortgage technology provide stability.\",\n \"Successful integration of Black Knight enhances long-term mortgage segment profitability.\",\n \"Energy and environmental markets continue to show strong secular growth trends.\",\n \"High operating leverage and recurring data revenue support margin expansion.\",\n \"Natural hedge against market volatility through clearing and transaction fees.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Mortgage origination volumes\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Energy trading volatility\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Data services subscription growth\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Interest rate environment\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Synergy realization from acquisitions\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Regulatory environment for clearing\",\n \"impact\": \"LOW\",\n \"direction\": \"NEG\"\n }\n ],\n \"risks\": [\n \"Prolonged downturn in US housing market.\",\n \"Increased regulatory oversight of exchange fees.\",\n \"Integration challenges with large-scale acquisitions.\",\n \"Competition from alternative trading platforms.\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.065,\n \"ebit_margin_target\": 0.35,\n \"wacc\": 0.085,\n \"terminal_multiple\": 18.0\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 150.0,\n \"prob\": 0.2,\n \"notes\": \"Mortgage recovery stalls and regulatory pressure increases.\"\n },\n \"base\": {\n \"target_price\": 191.0,\n \"prob\": 0.55,\n \"notes\": \"Steady growth in exchanges and successful mortgage tech integration.\"\n },\n \"bull\": {\n \"target_price\": 215.0,\n \"prob\": 0.25,\n \"notes\": \"Rapid mortgage market rebound and record energy trading volumes.\"\n }\n },\n \"method_notes\": \"Valuation based on a 12-month forward P/E of 23x and DCF analysis. Recommendation reflects ~14% upside potential. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "Equity Research AI", "risks": [ "Prolonged downturn in US housing market.", "Increased regulatory oversight of exchange fees.", "Integration challenges with large-scale acquisitions.", "Competition from alternative trading platforms." ], "ticker": "ICE", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Steady growth in exchanges and successful mortgage tech integration.", "target_price": 191 }, "bear": { "prob": 0.2, "notes": "Mortgage recovery stalls and regulatory pressure increases.", "target_price": 150 }, "bull": { "prob": 0.25, "notes": "Rapid mortgage market rebound and record energy trading volumes.", "target_price": 215 } }, "confidence": 0.7, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.065, "terminal_multiple": 18, "ebit_margin_target": 0.35 }, "key_drivers": [ { "driver": "Mortgage origination volumes", "impact": "MED", "direction": "POS" }, { "driver": "Energy trading volatility", "impact": "HIGH", "direction": "POS" }, { "driver": "Data services subscription growth", "impact": "MED", "direction": "POS" }, { "driver": "Interest rate environment", "impact": "MED", "direction": "NEG" }, { "driver": "Synergy realization from acquisitions", "impact": "MED", "direction": "POS" }, { "driver": "Regulatory environment for clearing", "impact": "LOW", "direction": "NEG" } ], "method_notes": "Valuation based on a 12-month forward P/E of 23x and DCF analysis. Recommendation reflects ~14% upside potential. Not investment advice.", "current_price": 167.79, "recommendation": "BUY", "thesis_bullets": [ "Diversified revenue streams across exchanges, data, and mortgage technology provide stability.", "Successful integration of Black Knight enhances long-term mortgage segment profitability.", "Energy and environmental markets continue to show strong secular growth trends.", "High operating leverage and recurring data revenue support margin expansion.", "Natural hedge against market volatility through clearing and transaction fees." ], "target_price_6m": 180, "target_price_12m": 191 }, "errorsJson": { "attempts": [], "providerMeta": { "model": "gemini-3-flash-preview", "provider": "gemini", "webSearch": { "used": false, "allowed": false, "enabled": false, "requested": false, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 15718, "createdAt": "2026-04-09T05:21:07.483Z", "usage": { "inputTokens": 2530, "outputTokens": 752, "costUsd": 0.014084 } }, { "id": "cmnr1488004dbp6584psd8jem", "runId": "cmnr1487y04dap6581cqx5lsj", "modelId": "openai.gpt-5.4", "status": "SUCCESS", "rawOutput": "{\"model\":\"OpenAI o3\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"ICE\",\"currency\":\"USD\",\"current_price\":167.79,\"target_price_6m\":171.5,\"target_price_12m\":175,\"recommendation\":\"HOLD\",\"confidence\":0.64,\"thesis_bullets\":[\"Recurring exchange, clearing and data revenues support resilient cash generation.\",\"Pricing power in benchmarks and listings offsets some cyclical volume swings.\",\"Mortgage technology can recover with housing activity, but timing remains uncertain.\",\"Forward earnings growth is solid, yet the stock still trades at a premium.\",\"Leverage and regulatory sensitivity limit upside versus other exchange operators.\"],\"key_drivers\":[{\"driver\":\"Derivatives volume growth\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Data services pricing\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Mortgage tech transaction recovery\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Rate-volatility backdrop\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"NYSE listings activity\",\"impact\":\"LOW\",\"direction\":\"POS\"},{\"driver\":\"Operating leverage realization\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Premium valuation multiple\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Regulatory and clearing changes\",\"impact\":\"MED\",\"direction\":\"NEG\"}],\"risks\":[\"Trading volumes normalize faster than expected.\",\"Mortgage origination recovery stalls.\",\"Regulatory scrutiny pressures fees or market structure.\",\"Debt burden limits flexibility.\",\"Housing weakness delays mortgage-tech margins.\"],\"assumptions\":{\"revenue_cagr_3y\":6.5,\"ebit_margin_target\":35.5,\"wacc\":7.8,\"terminal_multiple\":19},\"scenarios\":{\"bear\":{\"target_price\":150,\"prob\":0.25,\"notes\":\"Lower volatility and weak housing keep growth muted and compress multiples.\"},\"base\":{\"target_price\":175,\"prob\":0.5,\"notes\":\"Core exchanges stay resilient while mortgage technology improves gradually.\"},\"bull\":{\"target_price\":198,\"prob\":0.25,\"notes\":\"Sustained volatility and a housing rebound drive stronger operating leverage.\"}},\"method_notes\":\"12M target uses normalized earnings and EV/EBIT cross-checks against snapshot margins and forward P/E; mixed upside and premium valuation support HOLD. Snapshot quote fields were preserved exactly; some snapshot fundamentals appear internally inconsistent, so revenueTTM was not heavily weighted. not investment advice\"}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "OpenAI o3", "risks": [ "Trading volumes normalize faster than expected.", "Mortgage origination recovery stalls.", "Regulatory scrutiny pressures fees or market structure.", "Debt burden limits flexibility.", "Housing weakness delays mortgage-tech margins." ], "ticker": "ICE", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Core exchanges stay resilient while mortgage technology improves gradually.", "target_price": 175 }, "bear": { "prob": 0.25, "notes": "Lower volatility and weak housing keep growth muted and compress multiples.", "target_price": 150 }, "bull": { "prob": 0.25, "notes": "Sustained volatility and a housing rebound drive stronger operating leverage.", "target_price": 198 } }, "confidence": 0.64, "assumptions": { "wacc": 7.8, "revenue_cagr_3y": 6.5, "terminal_multiple": 19, "ebit_margin_target": 35.5 }, "key_drivers": [ { "driver": "Derivatives volume growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Data services pricing", "impact": "HIGH", "direction": "POS" }, { "driver": "Mortgage tech transaction recovery", "impact": "MED", "direction": "POS" }, { "driver": "Rate-volatility backdrop", "impact": "MED", "direction": "POS" }, { "driver": "NYSE listings activity", "impact": "LOW", "direction": "POS" }, { "driver": "Operating leverage realization", "impact": "MED", "direction": "POS" }, { "driver": "Premium valuation multiple", "impact": "HIGH", "direction": "NEG" }, { "driver": "Regulatory and clearing changes", "impact": "MED", "direction": "NEG" } ], "method_notes": "12M target uses normalized earnings and EV/EBIT cross-checks against snapshot margins and forward P/E; mixed upside and premium valuation support HOLD. Snapshot quote fields were preserved exactly; some snapshot fundamentals appear internally inconsistent, so revenueTTM was not heavily weighted. not investment advice", "current_price": 167.79, "recommendation": "HOLD", "thesis_bullets": [ "Recurring exchange, clearing and data revenues support resilient cash generation.", "Pricing power in benchmarks and listings offsets some cyclical volume swings.", "Mortgage technology can recover with housing activity, but timing remains uncertain.", "Forward earnings growth is solid, yet the stock still trades at a premium.", "Leverage and regulatory sensitivity limit upside versus other exchange operators." ], "target_price_6m": 171.5, "target_price_12m": 175 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "openai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "resp_0410e2fc92ca12a20069d75a0512b08197bcf062d68e3eb8f0", "reasoningEffort": "medium", "structuredOutputs": { "used": true, "requested": true, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 48648, "createdAt": "2026-04-09T05:21:07.483Z", "usage": { "inputTokens": 2438, "outputTokens": 2574, "costUsd": 0.040302 } }, { "id": "cmnr1488004dep65844gohrry", "runId": "cmnr1487y04dap6581cqx5lsj", "modelId": "xai.grok-4.20-reasoning", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI Fundamental Valuation Model\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"ICE\",\n \"currency\": \"USD\",\n \"current_price\": 167.79,\n \"target_price_6m\": 180,\n \"target_price_12m\": 195,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.62,\n \"thesis_bullets\": [\n \"Diversified exchange and data revenue streams\",\n \"Steady EPS growth from core trading volumes\",\n \"Mortgage tech adds non-cyclical revenue\",\n \"High margins supported by network effects\",\n \"Valuation supported by forward earnings growth\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Trading volume expansion\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Data and analytics growth\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Mortgage platform adoption\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Regulatory compliance costs\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Interest rate volatility\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Acquisition integration success\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Competition in global exchanges\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Digital asset market growth\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n }\n ],\n \"risks\": [\n \"Regulatory scrutiny on market structure\",\n \"Decline in equity trading volumes\",\n \"Integration risks from past acquisitions\",\n \"Macroeconomic slowdown\",\n \"Rising interest rates\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.09,\n \"ebit_margin_target\": 0.38,\n \"wacc\": 0.082,\n \"terminal_multiple\": 24\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 148,\n \"prob\": 0.25,\n \"notes\": \"Prolonged low volumes and regulatory headwinds.\"\n },\n \"base\": {\n \"target_price\": 195,\n \"prob\": 0.55,\n \"notes\": \"Steady execution on data and exchange growth.\"\n },\n \"bull\": {\n \"target_price\": 225,\n \"prob\": 0.2,\n \"notes\": \"Accelerated digital asset and mortgage growth.\"\n }\n },\n \"method_notes\": \"3-stage DCF using revenue CAGR, target EBIT margin, WACC and terminal EV/EBITDA multiple; 16% 12M upside supports BUY per rubric. Snapshot fundamentals used as baseline. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AI Fundamental Valuation Model", "risks": [ "Regulatory scrutiny on market structure", "Decline in equity trading volumes", "Integration risks from past acquisitions", "Macroeconomic slowdown", "Rising interest rates" ], "ticker": "ICE", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Steady execution on data and exchange growth.", "target_price": 195 }, "bear": { "prob": 0.25, "notes": "Prolonged low volumes and regulatory headwinds.", "target_price": 148 }, "bull": { "prob": 0.2, "notes": "Accelerated digital asset and mortgage growth.", "target_price": 225 } }, "confidence": 0.62, "assumptions": { "wacc": 0.082, "revenue_cagr_3y": 0.09, "terminal_multiple": 24, "ebit_margin_target": 0.38 }, "key_drivers": [ { "driver": "Trading volume expansion", "impact": "HIGH", "direction": "POS" }, { "driver": "Data and analytics growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Mortgage platform adoption", "impact": "MED", "direction": "POS" }, { "driver": "Regulatory compliance costs", "impact": "MED", "direction": "NEG" }, { "driver": "Interest rate volatility", "impact": "MED", "direction": "NEG" }, { "driver": "Acquisition integration success", "impact": "HIGH", "direction": "POS" }, { "driver": "Competition in global exchanges", "impact": "MED", "direction": "NEG" }, { "driver": "Digital asset market growth", "impact": "MED", "direction": "POS" } ], "method_notes": "3-stage DCF using revenue CAGR, target EBIT margin, WACC and terminal EV/EBITDA multiple; 16% 12M upside supports BUY per rubric. Snapshot fundamentals used as baseline. Not investment advice.", "current_price": 167.79, "recommendation": "BUY", "thesis_bullets": [ "Diversified exchange and data revenue streams", "Steady EPS growth from core trading volumes", "Mortgage tech adds non-cyclical revenue", "High margins supported by network effects", "Valuation supported by forward earnings growth" ], "target_price_6m": 180, "target_price_12m": 195 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "xai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "533c3288-7972-9b29-a205-151cd3263529", "usedFallbackChatCompletions": false }, "sanityIssues": [] }, "latencyMs": 8969, "createdAt": "2026-04-09T05:21:07.483Z", "usage": { "inputTokens": 2779, "outputTokens": 2117, "costUsd": 0.040092 } } ] } }