{ "run": { "id": "cmnr14u5505q8p658xn8mguti", "region": "US", "assetId": "cmnr14u4t05q4p65890n2ccfk", "ticker": "PHM", "snapshotId": "cmnr14u4y05q6p6588346y9ye", "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux", "createdAt": "2026-04-09T05:21:35.895Z", "promptTemplate": { "id": "cmnqt07si0005lm3jzpxuu1ux", "name": "Oficial 08.apr.2026", "version": 1 }, "snapshot": { "id": "cmnr14u4y05q6p6588346y9ye", "assetId": "cmnr14u4t05q4p65890n2ccfk", "asOf": "2026-04-08T20:00:02.000Z", "snapshot": { "asOf": "2026-04-08T20:00:02.000Z", "quote": { "asOf": "2026-04-08T20:00:02.000Z", "open": null, "price": 120.44, "dayLow": 118.715, "volume": 1584418, "dayHigh": 121.725, "currency": "USD", "prevClose": 115.09, "week52Low": 88.07, "week52High": 144.5 }, "fundamentals": { "pe": 10.4603033006244, "beta": 1.11481276202829, "epsTTM": 11.21, "fcfTTM": 1773242000, "growth": { "epsYoy": -0.2435897435897436, "revenueYoy": -0.03538188940182037 }, "sector": "Operative Builders", "margins": { "net": 0.1281617388864214, "gross": null, "operating": null }, "website": null, "industry": null, "pegRatio": -0.429422977604583, "ebitdaTTM": 3030598000, "forwardPe": 10.9079069767442, "marketCap": 20700000000, "totalCash": 662780000, "totalDebt": 70700000, "debtEquity": 0.00338070895083895, "quickRatio": null, "revenueTTM": 17311953000, "companyName": "PULTEGROUP INC/MI/", "priceToBook": 1.7876552188212, "currentRatio": null, "dividendYield": 0.00761126293152857, "returnOnAssets": 0.161947123048661, "returnOnEquity": 0.170862878598973, "analystOpinions": null, "businessSummary": null, "enterpriseValue": 21276524160, "analystTargetLow": null, "analystTargetHigh": null, "analystTargetMean": null, "fullTimeEmployees": null, "sharesOutstanding": 192327885, "enterpriseToEbitda": 7.020569590556056, "analystTargetMedian": null, "enterpriseToRevenue": 1.229007735868969, "operatingCashflowTTM": 1871249000, "analystRecommendationKey": null } }, "createdAt": "2026-04-09T05:21:35.891Z" }, "results": [ { "id": "cmnr14u5805qap658bo4rfuyh", "runId": "cmnr14u5505q8p658xn8mguti", "modelId": "anthropic", "status": "SUCCESS", "rawOutput": "{\"model\":\"ai-equity-research-v1\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"PHM\",\"currency\":\"USD\",\"current_price\":120.44,\"target_price_6m\":126,\"target_price_12m\":132,\"recommendation\":\"BUY\",\"confidence\":0.62,\"thesis_bullets\":[\"Near-fortress balance sheet with debt/equity of 0.003 supports shareholder returns\",\"FCF yield ~8.6% underpins valuation floor and buyback capacity\",\"PE of 10.5x is undemanding for 17% ROE homebuilder\",\"EPS declined 24% YoY signaling cyclical headwinds not yet resolved\",\"Attractive EV/EBITDA of 7x offers margin of safety vs peers\"],\"key_drivers\":[{\"driver\":\"Mortgage rate trajectory impacts housing demand and order pace\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"EPS decline trend (-24% YoY) may persist into next quarters\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Minimal leverage provides flexibility for land investment and buybacks\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Tariff impact on building materials raises cost uncertainty\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Housing supply deficit provides structural demand tailwind\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Consumer confidence and employment trends affect order volumes\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Share repurchase program supports EPS and per-share value\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Land cost inflation could compress gross margins further\",\"impact\":\"MED\",\"direction\":\"NEG\"}],\"risks\":[\"Prolonged elevated mortgage rates suppress housing affordability and orders\",\"Further EPS deterioration if pricing power weakens amid volume declines\",\"Input cost inflation from tariffs or supply chain pressures compresses margins\",\"Macroeconomic slowdown reduces consumer willingness to purchase new homes\",\"Inventory buildup risk if cancellation rates increase\"],\"assumptions\":{\"revenue_cagr_3y\":0.02,\"ebit_margin_target\":0.15,\"wacc\":0.10,\"terminal_multiple\":8.0},\"scenarios\":{\"bear\":{\"target_price\":96,\"prob\":0.20,\"notes\":\"Housing downturn deepens; EPS falls to ~$9, market assigns 10.5x PE.\"},\"base\":{\"target_price\":132,\"prob\":0.55,\"notes\":\"Earnings stabilize near $11.50; modest PE expansion to ~11.5x on rate relief.\"},\"bull\":{\"target_price\":158,\"prob\":0.25,\"notes\":\"Rate cuts drive order recovery; EPS recovers to $13+, PE re-rates to ~12x.\"}},\"method_notes\":\"Normalized earnings-multiple approach anchored on TTM EPS of $11.21 and forward PE of ~10.9x. Applied modest multiple expansion in base case assuming gradual mortgage rate relief. Balance sheet strength (near-zero net debt) and high FCF yield provide downside support. Bear case stress-tests a 20% further EPS decline. Probability-weighted 12M value ~$129, supporting BUY. Cyclical uncertainty caps confidence. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "ai-equity-research-v1", "risks": [ "Prolonged elevated mortgage rates suppress housing affordability and orders", "Further EPS deterioration if pricing power weakens amid volume declines", "Input cost inflation from tariffs or supply chain pressures compresses margins", "Macroeconomic slowdown reduces consumer willingness to purchase new homes", "Inventory buildup risk if cancellation rates increase" ], "ticker": "PHM", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Earnings stabilize near $11.50; modest PE expansion to ~11.5x on rate relief.", "target_price": 132 }, "bear": { "prob": 0.2, "notes": "Housing downturn deepens; EPS falls to ~$9, market assigns 10.5x PE.", "target_price": 96 }, "bull": { "prob": 0.25, "notes": "Rate cuts drive order recovery; EPS recovers to $13+, PE re-rates to ~12x.", "target_price": 158 } }, "confidence": 0.62, "assumptions": { "wacc": 0.1, "revenue_cagr_3y": 0.02, "terminal_multiple": 8, "ebit_margin_target": 0.15 }, "key_drivers": [ { "driver": "Mortgage rate trajectory impacts housing demand and order pace", "impact": "HIGH", "direction": "POS" }, { "driver": "EPS decline trend (-24% YoY) may persist into next quarters", "impact": "HIGH", "direction": "NEG" }, { "driver": "Minimal leverage provides flexibility for land investment and buybacks", "impact": "MED", "direction": "POS" }, { "driver": "Tariff impact on building materials raises cost uncertainty", "impact": "MED", "direction": "NEG" }, { "driver": "Housing supply deficit provides structural demand tailwind", "impact": "MED", "direction": "POS" }, { "driver": "Consumer confidence and employment trends affect order volumes", "impact": "HIGH", "direction": "NEG" }, { "driver": "Share repurchase program supports EPS and per-share value", "impact": "MED", "direction": "POS" }, { "driver": "Land cost inflation could compress gross margins further", "impact": "MED", "direction": "NEG" } ], "method_notes": "Normalized earnings-multiple approach anchored on TTM EPS of $11.21 and forward PE of ~10.9x. Applied modest multiple expansion in base case assuming gradual mortgage rate relief. Balance sheet strength (near-zero net debt) and high FCF yield provide downside support. Bear case stress-tests a 20% further EPS decline. Probability-weighted 12M value ~$129, supporting BUY. Cyclical uncertainty caps confidence. Not investment advice.", "current_price": 120.44, "recommendation": "BUY", "thesis_bullets": [ "Near-fortress balance sheet with debt/equity of 0.003 supports shareholder returns", "FCF yield ~8.6% underpins valuation floor and buyback capacity", "PE of 10.5x is undemanding for 17% ROE homebuilder", "EPS declined 24% YoY signaling cyclical headwinds not yet resolved", "Attractive EV/EBITDA of 7x offers margin of safety vs peers" ], "target_price_6m": 126, "target_price_12m": 132 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "anthropic", "webSearch": { "enabled": false, "maxToolCalls": 2, "disabledReason": null }, "pauseTurns": 0, "stopReason": "end_turn" }, "sanityIssues": [] }, "latencyMs": 35199, "createdAt": "2026-04-09T05:21:35.895Z", "usage": { "inputTokens": 3477, "outputTokens": 1719, "costUsd": 0.06036 } }, { "id": "cmnr14u5805qdp658pf2bhjc8", "runId": "cmnr14u5505q8p658xn8mguti", "modelId": "deepseek.reasoner", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI_Equity_Research_Model_v1\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"PHM\",\n \"currency\": \"USD\",\n \"current_price\": 120.44,\n \"target_price_6m\": 132.0,\n \"target_price_12m\": 144.0,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.65,\n \"thesis_bullets\": [\n \"Net cash balance sheet provides flexibility.\",\n \"P/E below historical averages suggests undervaluation.\",\n \"Housing recovery could boost earnings growth.\",\n \"Recent negative growth indicates cyclical risks.\",\n \"Low debt enhances downturn resilience.\"\n ],\n \"key_drivers\": [\n { \"driver\": \"Housing demand recovery\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Interest rate stability\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Cost inflation control\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Economic growth outlook\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Regulatory environment\", \"impact\": \"LOW\", \"direction\": \"NEG\" },\n { \"driver\": \"Competitive landscape\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Land bank efficiency\", \"impact\": \"LOW\", \"direction\": \"POS\" }\n ],\n \"risks\": [\n \"Cyclical housing downturn\",\n \"Rising interest rates\",\n \"Supply chain cost pressures\",\n \"Market saturation risks\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.03,\n \"ebit_margin_target\": 0.15,\n \"wacc\": 0.085,\n \"terminal_multiple\": 12\n },\n \"scenarios\": {\n \"bear\": { \"target_price\": 110.0, \"prob\": 0.2, \"notes\": \"Earnings decline due to persistent market weakness.\" },\n \"base\": { \"target_price\": 144.0, \"prob\": 0.6, \"notes\": \"Modest recovery with stable valuation multiples.\" },\n \"bull\": { \"target_price\": 160.0, \"prob\": 0.2, \"notes\": \"Strong growth leads to multiple expansion.\" }\n },\n \"method_notes\": \"Valuation using forward P/E multiple on normalized EPS. BUY due to ~20% upside with moderate confidence. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "AI_Equity_Research_Model_v1", "risks": [ "Cyclical housing downturn", "Rising interest rates", "Supply chain cost pressures", "Market saturation risks" ], "ticker": "PHM", "currency": "USD", "scenarios": { "base": { "prob": 0.6, "notes": "Modest recovery with stable valuation multiples.", "target_price": 144 }, "bear": { "prob": 0.2, "notes": "Earnings decline due to persistent market weakness.", "target_price": 110 }, "bull": { "prob": 0.2, "notes": "Strong growth leads to multiple expansion.", "target_price": 160 } }, "confidence": 0.65, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.03, "terminal_multiple": 12, "ebit_margin_target": 0.15 }, "key_drivers": [ { "driver": "Housing demand recovery", "impact": "HIGH", "direction": "POS" }, { "driver": "Interest rate stability", "impact": "MED", "direction": "POS" }, { "driver": "Cost inflation control", "impact": "MED", "direction": "NEG" }, { "driver": "Economic growth outlook", "impact": "HIGH", "direction": "POS" }, { "driver": "Regulatory environment", "impact": "LOW", "direction": "NEG" }, { "driver": "Competitive landscape", "impact": "MED", "direction": "NEG" }, { "driver": "Land bank efficiency", "impact": "LOW", "direction": "POS" } ], "method_notes": "Valuation using forward P/E multiple on normalized EPS. BUY due to ~20% upside with moderate confidence. Not investment advice.", "current_price": 120.44, "recommendation": "BUY", "thesis_bullets": [ "Net cash balance sheet provides flexibility.", "P/E below historical averages suggests undervaluation.", "Housing recovery could boost earnings growth.", "Recent negative growth indicates cyclical risks.", "Low debt enhances downturn resilience." ], "target_price_6m": 132, "target_price_12m": 144 }, "errorsJson": { "attempts": [], "providerMeta": { "endpoint": "https://api.deepseek.com/v1/chat/completions", "provider": "deepseek", "webSearch": { "enabled": false, "supported": false }, "responseFormat": "json_object" }, "sanityIssues": [] }, "latencyMs": 362, "createdAt": "2026-04-09T05:21:35.895Z", "usage": { "inputTokens": 2000, "outputTokens": 3955, "costUsd": 0.002221 } }, { "id": "cmnr14u5805qbp6587abn5aie", "runId": "cmnr14u5505q8p658xn8mguti", "modelId": "gemini.3-pro", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"EquityResearch-Alpha-v1\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"PHM\",\n \"currency\": \"USD\",\n \"current_price\": 120.44,\n \"target_price_6m\": 122.00,\n \"target_price_12m\": 125.00,\n \"recommendation\": \"HOLD\",\n \"confidence\": 0.65,\n \"thesis_bullets\": [\n \"Valuation is fair at 10.5x P/E amid declining YoY EPS and revenue growth.\",\n \"Exceptional balance sheet with negligible debt provides strong downside protection and capital return flexibility.\",\n \"Macro headwinds from affordability issues offset the structural undersupply of US housing.\",\n \"Strong free cash flow generation of $1.77B supports ongoing share repurchases and dividends.\",\n \"Near-term catalysts are limited until mortgage rates stabilize and buyer traffic accelerates.\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Mortgage Rates\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Structural Housing Deficit\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Share Repurchases\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Labor and Material Costs\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Consumer Confidence\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Land Acquisition Strategy\",\n \"impact\": \"LOW\",\n \"direction\": \"POS\"\n }\n ],\n \"risks\": [\n \"Prolonged elevated mortgage rates dampening homebuyer demand and affordability.\",\n \"Rising land and labor costs compressing gross margins.\",\n \"Macroeconomic recession leading to higher unemployment and lower consumer confidence.\",\n \"Increased competition from existing home sales if the rate lock-in effect eases.\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.02,\n \"ebit_margin_target\": 0.15,\n \"wacc\": 0.095,\n \"terminal_multiple\": 10.0\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 85.00,\n \"prob\": 0.25,\n \"notes\": \"Rates remain elevated, compressing margins and driving EPS down to $8.50 at a 10x multiple.\"\n },\n \"base\": {\n \"target_price\": 125.00,\n \"prob\": 0.5,\n \"notes\": \"Earnings stabilize around $11.35 per share, maintaining an 11x historical average multiple.\"\n },\n \"bull\": {\n \"target_price\": 156.00,\n \"prob\": 0.25,\n \"notes\": \"Rate cuts stimulate demand, expanding margins and driving EPS to $13.00 at a 12x multiple.\"\n }\n },\n \"method_notes\": \"Valuation based on 11x forward P/E applied to stabilized EPS of $11.35. Mixed macro signals and negative YoY growth warrant a HOLD rating, balancing a pristine balance sheet against cyclical headwinds. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "EquityResearch-Alpha-v1", "risks": [ "Prolonged elevated mortgage rates dampening homebuyer demand and affordability.", "Rising land and labor costs compressing gross margins.", "Macroeconomic recession leading to higher unemployment and lower consumer confidence.", "Increased competition from existing home sales if the rate lock-in effect eases." ], "ticker": "PHM", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Earnings stabilize around $11.35 per share, maintaining an 11x historical average multiple.", "target_price": 125 }, "bear": { "prob": 0.25, "notes": "Rates remain elevated, compressing margins and driving EPS down to $8.50 at a 10x multiple.", "target_price": 85 }, "bull": { "prob": 0.25, "notes": "Rate cuts stimulate demand, expanding margins and driving EPS to $13.00 at a 12x multiple.", "target_price": 156 } }, "confidence": 0.65, "assumptions": { "wacc": 0.095, "revenue_cagr_3y": 0.02, "terminal_multiple": 10, "ebit_margin_target": 0.15 }, "key_drivers": [ { "driver": "Mortgage Rates", "impact": "HIGH", "direction": "NEG" }, { "driver": "Structural Housing Deficit", "impact": "HIGH", "direction": "POS" }, { "driver": "Share Repurchases", "impact": "MED", "direction": "POS" }, { "driver": "Labor and Material Costs", "impact": "MED", "direction": "NEG" }, { "driver": "Consumer Confidence", "impact": "HIGH", "direction": "NEG" }, { "driver": "Land Acquisition Strategy", "impact": "LOW", "direction": "POS" } ], "method_notes": "Valuation based on 11x forward P/E applied to stabilized EPS of $11.35. Mixed macro signals and negative YoY growth warrant a HOLD rating, balancing a pristine balance sheet against cyclical headwinds. Not investment advice.", "current_price": 120.44, "recommendation": "HOLD", "thesis_bullets": [ "Valuation is fair at 10.5x P/E amid declining YoY EPS and revenue growth.", "Exceptional balance sheet with negligible debt provides strong downside protection and capital return flexibility.", "Macro headwinds from affordability issues offset the structural undersupply of US housing.", "Strong free cash flow generation of $1.77B supports ongoing share repurchases and dividends.", "Near-term catalysts are limited until mortgage rates stabilize and buyer traffic accelerates." ], "target_price_6m": 122, "target_price_12m": 125 }, "errorsJson": { "attempts": [], "providerMeta": { "model": "gemini-3-pro-preview", "provider": "gemini", "webSearch": { "used": false, "allowed": false, "enabled": false, "requested": false, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 26376, "createdAt": "2026-04-09T05:21:35.895Z", "usage": { "inputTokens": 2316, "outputTokens": 857, "costUsd": 0.014916 } }, { "id": "cmnr14u5805q9p658kdzhvk5h", "runId": "cmnr14u5505q8p658xn8mguti", "modelId": "openai.gpt-5.4", "status": "SUCCESS", "rawOutput": "{\"model\":\"OpenAI o3\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"PHM\",\"currency\":\"USD\",\"current_price\":120.44,\"target_price_6m\":124.9,\"target_price_12m\":126,\"recommendation\":\"HOLD\",\"confidence\":0.62,\"thesis_bullets\":[\"Low valuation already discounts softer housing demand.\",\"Net cash balance sheet supports resilience and buybacks.\",\"Negative revenue and EPS trends limit near-term rerating.\",\"Tight existing-home supply supports new-home demand.\",\"Mortgage-rate sensitivity keeps fair value near current levels.\"],\"key_drivers\":[{\"driver\":\"Higher mortgage rates\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Entry-level demand resilience\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Limited resale inventory\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Pricing incentives pressure\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Land discipline and low leverage\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Share repurchases\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Macro slowdown risk\",\"impact\":\"MED\",\"direction\":\"NEG\"}],\"risks\":[\"Rates stay higher for longer, hurting orders.\",\"Incentives deepen and compress margins.\",\"Labor or lot costs reaccelerate.\",\"Housing recession or credit deterioration.\"],\"assumptions\":{\"revenue_cagr_3y\":2.5,\"ebit_margin_target\":15.2,\"wacc\":10.5,\"terminal_multiple\":8},\"scenarios\":{\"bear\":{\"target_price\":95,\"prob\":0.25,\"notes\":\"Rates stay high, orders weaken, and margins compress.\"},\"base\":{\"target_price\":126,\"prob\":0.5,\"notes\":\"Demand stabilizes and margins normalize modestly.\"},\"bull\":{\"target_price\":148,\"prob\":0.25,\"notes\":\"Rate relief and low supply lift orders and pricing.\"}},\"method_notes\":\"Used snapshot quote/fundamentals as authoritative and no external quotes. Valuation blends normalized earnings and EV/EBITDA with a cyclical discount for housing/rate risk. Base-case 12M upside is ~4.6%, so HOLD is more appropriate than BUY; not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "OpenAI o3", "risks": [ "Rates stay higher for longer, hurting orders.", "Incentives deepen and compress margins.", "Labor or lot costs reaccelerate.", "Housing recession or credit deterioration." ], "ticker": "PHM", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Demand stabilizes and margins normalize modestly.", "target_price": 126 }, "bear": { "prob": 0.25, "notes": "Rates stay high, orders weaken, and margins compress.", "target_price": 95 }, "bull": { "prob": 0.25, "notes": "Rate relief and low supply lift orders and pricing.", "target_price": 148 } }, "confidence": 0.62, "assumptions": { "wacc": 10.5, "revenue_cagr_3y": 2.5, "terminal_multiple": 8, "ebit_margin_target": 15.2 }, "key_drivers": [ { "driver": "Higher mortgage rates", "impact": "HIGH", "direction": "NEG" }, { "driver": "Entry-level demand resilience", "impact": "HIGH", "direction": "POS" }, { "driver": "Limited resale inventory", "impact": "MED", "direction": "POS" }, { "driver": "Pricing incentives pressure", "impact": "HIGH", "direction": "NEG" }, { "driver": "Land discipline and low leverage", "impact": "MED", "direction": "POS" }, { "driver": "Share repurchases", "impact": "MED", "direction": "POS" }, { "driver": "Macro slowdown risk", "impact": "MED", "direction": "NEG" } ], "method_notes": "Used snapshot quote/fundamentals as authoritative and no external quotes. Valuation blends normalized earnings and EV/EBITDA with a cyclical discount for housing/rate risk. Base-case 12M upside is ~4.6%, so HOLD is more appropriate than BUY; not investment advice.", "current_price": 120.44, "recommendation": "HOLD", "thesis_bullets": [ "Low valuation already discounts softer housing demand.", "Net cash balance sheet supports resilience and buybacks.", "Negative revenue and EPS trends limit near-term rerating.", "Tight existing-home supply supports new-home demand.", "Mortgage-rate sensitivity keeps fair value near current levels." ], "target_price_6m": 124.9, "target_price_12m": 126 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "openai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "resp_005c640573341a810069d75c669170819584ab0af18e3782ad", "reasoningEffort": "medium", "structuredOutputs": { "used": true, "requested": true, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 48146, "createdAt": "2026-04-09T05:21:35.895Z", "usage": { "inputTokens": 2269, "outputTokens": 1909, "costUsd": 0.030697 } }, { "id": "cmnr14u5805qcp658fdkf3es5", "runId": "cmnr14u5505q8p658xn8mguti", "modelId": "xai.grok-4.20-reasoning", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI Equity Valuation Model\",\n \"as_of\": \"2026-04-08T20:00:02.000Z\",\n \"ticker\": \"PHM\",\n \"currency\": \"USD\",\n \"current_price\": 120.44,\n \"target_price_6m\": 128,\n \"target_price_12m\": 137,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.62,\n \"thesis_bullets\": [\n \"Cyclical slowdown with negative revenue and EPS growth\",\n \"Persistent US housing shortage supports demand recovery\",\n \"Elevated margins despite recent input cost pressures\",\n \"Low debt enhances balance sheet flexibility\",\n \"Attractive 10.5x PE offers valuation support\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"US housing supply shortage\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Mortgage rate levels\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Homebuilder profit margins\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Employment and economic growth\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Construction input costs\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Demographic buyer trends\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Land inventory positioning\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Potential interest rate cuts\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n }\n ],\n \"risks\": [\n \"Prolonged high rates curbing affordability\",\n \"Recession weakening buyer demand\",\n \"Rising labor and material costs\",\n \"Intensifying competitive pressures\",\n \"Adverse changes in housing policy\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.05,\n \"ebit_margin_target\": 0.16,\n \"wacc\": 0.095,\n \"terminal_multiple\": 10\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 95,\n \"prob\": 0.3,\n \"notes\": \"Recession and sticky rates sharply reduce demand.\"\n },\n \"base\": {\n \"target_price\": 137,\n \"prob\": 0.5,\n \"notes\": \"Gradual affordability improvement drives modest growth.\"\n },\n \"bull\": {\n \"target_price\": 170,\n \"prob\": 0.2,\n \"notes\": \"Strong economy and lower rates accelerate sales.\"\n }\n },\n \"method_notes\": \"DCF using revenue CAGR, target EBIT margin, WACC and terminal multiple; base case supports moderate upside. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:02.000Z", "model": "AI Equity Valuation Model", "risks": [ "Prolonged high rates curbing affordability", "Recession weakening buyer demand", "Rising labor and material costs", "Intensifying competitive pressures", "Adverse changes in housing policy" ], "ticker": "PHM", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Gradual affordability improvement drives modest growth.", "target_price": 137 }, "bear": { "prob": 0.3, "notes": "Recession and sticky rates sharply reduce demand.", "target_price": 95 }, "bull": { "prob": 0.2, "notes": "Strong economy and lower rates accelerate sales.", "target_price": 170 } }, "confidence": 0.62, "assumptions": { "wacc": 0.095, "revenue_cagr_3y": 0.05, "terminal_multiple": 10, "ebit_margin_target": 0.16 }, "key_drivers": [ { "driver": "US housing supply shortage", "impact": "HIGH", "direction": "POS" }, { "driver": "Mortgage rate levels", "impact": "HIGH", "direction": "NEG" }, { "driver": "Homebuilder profit margins", "impact": "MED", "direction": "POS" }, { "driver": "Employment and economic growth", "impact": "HIGH", "direction": "POS" }, { "driver": "Construction input costs", "impact": "MED", "direction": "NEG" }, { "driver": "Demographic buyer trends", "impact": "MED", "direction": "POS" }, { "driver": "Land inventory positioning", "impact": "MED", "direction": "POS" }, { "driver": "Potential interest rate cuts", "impact": "HIGH", "direction": "POS" } ], "method_notes": "DCF using revenue CAGR, target EBIT margin, WACC and terminal multiple; base case supports moderate upside. Not investment advice.", "current_price": 120.44, "recommendation": "BUY", "thesis_bullets": [ "Cyclical slowdown with negative revenue and EPS growth", "Persistent US housing shortage supports demand recovery", "Elevated margins despite recent input cost pressures", "Low debt enhances balance sheet flexibility", "Attractive 10.5x PE offers valuation support" ], "target_price_6m": 128, "target_price_12m": 137 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "xai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "d4ed3e85-3a88-9c3b-a58f-a93eff06955d", "usedFallbackChatCompletions": false }, "sanityIssues": [] }, "latencyMs": 27018, "createdAt": "2026-04-09T05:21:35.895Z", "usage": { "inputTokens": 2610, "outputTokens": 4135, "costUsd": 0.069855 } } ] } }