{ "run": { "id": "cmnr13bdf0378p658o9w4tfk0", "region": "US", "assetId": "cmnr13bd30374p658l6ftdanc", "ticker": "DE", "snapshotId": "cmnr13bd80376p65822zy9wh7", "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux", "createdAt": "2026-04-09T05:20:24.913Z", "promptTemplate": { "id": "cmnqt07si0005lm3jzpxuu1ux", "name": "Oficial 08.apr.2026", "version": 1 }, "snapshot": { "id": "cmnr13bd80376p65822zy9wh7", "assetId": "cmnr13bd30374p658l6ftdanc", "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": 609.32, "dayLow": 590, "volume": 1449793, "dayHigh": 609.68, "currency": "USD", "prevClose": 576, "week52Low": 404.42, "week52High": 674.19 }, "fundamentals": { "pe": 26.4196123147092, "beta": 1.11609559353887, "epsTTM": 8.77, "fcfTTM": 11203000000, "growth": { "epsYoy": -0.2790516906335017, "revenueYoy": -0.7896199982488399 }, "sector": "Farm Machinery & Equipment", "margins": { "net": 0.07740574001125493, "gross": 0.06159257175014068, "operating": 0.1211311198649409 }, "website": "http://deere.com", "industry": "Agricultural machinery", "pegRatio": -1.79863320923981, "ebitdaTTM": 7185000000, "forwardPe": 15.5503355704698, "marketCap": 124313866554, "totalCash": 6798000000, "totalDebt": 56196000000, "debtEquity": 2.53636855530649, "quickRatio": null, "revenueTTM": 35540000000, "companyName": "DEERE & CO", "priceToBook": 5.61170812731768, "currentRatio": null, "dividendYield": 0.013161164377574, "returnOnAssets": 0.02659615607718782, "returnOnEquity": 0.212645899358429, "analystOpinions": null, "businessSummary": "Deere & Company, doing business as John Deere (/ˈdʒɒnˈdɪər/), is an American corporation that manufactures agricultural machinery, heavy equipment, forestry machinery, diesel engines, drivetrains (axles, transmissions, gearboxes) used in heavy equipment and lawn care equipment. It also provides financial services and other related activities.", "enterpriseValue": 98384950000, "analystTargetLow": null, "analystTargetHigh": null, "analystTargetMean": null, "fullTimeEmployees": 73100, "sharesOutstanding": 270107282, "enterpriseToEbitda": 13.69310368823939, "analystTargetMedian": null, "enterpriseToRevenue": 2.768287844682048, "operatingCashflowTTM": -890000000, "analystRecommendationKey": null } }, "createdAt": "2026-04-09T05:20:24.909Z" }, "results": [ { "id": "cmnr13bdk037ap658pgofvvjt", "runId": "cmnr13bdf0378p658o9w4tfk0", "modelId": "anthropic", "status": "SUCCESS", "rawOutput": "{\"model\":\"ai-equity-research-v1\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"DE\",\"currency\":\"USD\",\"current_price\":609.32,\"target_price_6m\":625,\"target_price_12m\":640,\"recommendation\":\"HOLD\",\"confidence\":0.55,\"thesis_bullets\":[\"Cyclical ag equipment downturn pressures near-term earnings and revenue\",\"Forward PE of 15.5x implies market already pricing earnings recovery\",\"Precision agriculture technology leadership provides long-term secular tailwind\",\"Elevated debt-to-equity of 2.54x adds balance sheet risk in downturn\",\"FCF generation of $11.2B TTM remains robust despite revenue headwinds\"],\"key_drivers\":[{\"driver\":\"Global agricultural commodity prices and farm income trends\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Ag equipment replacement cycle recovery timing\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Precision agriculture and autonomy technology adoption\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Declining TTM EPS (-28% YoY) reflects cyclical trough\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Trade policy uncertainty impacting global equipment demand\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"High leverage from financial services arm amplifies cyclical risk\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Cost restructuring and margin recovery potential\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Construction and forestry segment diversification\",\"impact\":\"LOW\",\"direction\":\"POS\"}],\"risks\":[\"Prolonged agricultural downcycle delays earnings recovery beyond 2027\",\"Tariff escalation or trade disruptions reduce export demand significantly\",\"Rising interest rates increase cost of financial services debt\",\"Competition from CNH, AGCO, and Chinese entrants pressures pricing power\",\"Crop failures or weather events reduce farmer purchasing ability\"],\"assumptions\":{\"revenue_cagr_3y\":0.04,\"ebit_margin_target\":0.17,\"wacc\":0.095,\"terminal_multiple\":15.5},\"scenarios\":{\"bear\":{\"target_price\":500,\"prob\":0.2,\"notes\":\"Prolonged ag downcycle with trade headwinds keeps earnings depressed through FY27.\"},\"base\":{\"target_price\":640,\"prob\":0.55,\"notes\":\"Gradual ag recovery with margins normalizing toward 17% by mid-FY27.\"},\"bull\":{\"target_price\":750,\"prob\":0.25,\"notes\":\"Strong farm income recovery and precision ag adoption drive above-trend earnings growth.\"}},\"method_notes\":\"Blended valuation: normalized EPS of ~$37-40 at 15.5-17x forward PE plus EV/EBITDA cross-check at 13-14x. Current price reflects partial recovery pricing; upside of ~5% in base case falls within HOLD range given mixed cyclical signals and earnings uncertainty. Revenue YoY in snapshot appears anomalous vs known Deere trends—used as-is per rules. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "ai-equity-research-v1", "risks": [ "Prolonged agricultural downcycle delays earnings recovery beyond 2027", "Tariff escalation or trade disruptions reduce export demand significantly", "Rising interest rates increase cost of financial services debt", "Competition from CNH, AGCO, and Chinese entrants pressures pricing power", "Crop failures or weather events reduce farmer purchasing ability" ], "ticker": "DE", "currency": "USD", "scenarios": { "base": { "prob": 0.55, "notes": "Gradual ag recovery with margins normalizing toward 17% by mid-FY27.", "target_price": 640 }, "bear": { "prob": 0.2, "notes": "Prolonged ag downcycle with trade headwinds keeps earnings depressed through FY27.", "target_price": 500 }, "bull": { "prob": 0.25, "notes": "Strong farm income recovery and precision ag adoption drive above-trend earnings growth.", "target_price": 750 } }, "confidence": 0.55, "assumptions": { "wacc": 0.095, "revenue_cagr_3y": 0.04, "terminal_multiple": 15.5, "ebit_margin_target": 0.17 }, "key_drivers": [ { "driver": "Global agricultural commodity prices and farm income trends", "impact": "HIGH", "direction": "POS" }, { "driver": "Ag equipment replacement cycle recovery timing", "impact": "HIGH", "direction": "POS" }, { "driver": "Precision agriculture and autonomy technology adoption", "impact": "MED", "direction": "POS" }, { "driver": "Declining TTM EPS (-28% YoY) reflects cyclical trough", "impact": "HIGH", "direction": "NEG" }, { "driver": "Trade policy uncertainty impacting global equipment demand", "impact": "MED", "direction": "NEG" }, { "driver": "High leverage from financial services arm amplifies cyclical risk", "impact": "MED", "direction": "NEG" }, { "driver": "Cost restructuring and margin recovery potential", "impact": "MED", "direction": "POS" }, { "driver": "Construction and forestry segment diversification", "impact": "LOW", "direction": "POS" } ], "method_notes": "Blended valuation: normalized EPS of ~$37-40 at 15.5-17x forward PE plus EV/EBITDA cross-check at 13-14x. Current price reflects partial recovery pricing; upside of ~5% in base case falls within HOLD range given mixed cyclical signals and earnings uncertainty. Revenue YoY in snapshot appears anomalous vs known Deere trends—used as-is per rules. Not investment advice.", "current_price": 609.32, "recommendation": "HOLD", "thesis_bullets": [ "Cyclical ag equipment downturn pressures near-term earnings and revenue", "Forward PE of 15.5x implies market already pricing earnings recovery", "Precision agriculture technology leadership provides long-term secular tailwind", "Elevated debt-to-equity of 2.54x adds balance sheet risk in downturn", "FCF generation of $11.2B TTM remains robust despite revenue headwinds" ], "target_price_6m": 625, "target_price_12m": 640 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "anthropic", "webSearch": { "enabled": false, "maxToolCalls": 2, "disabledReason": null }, "pauseTurns": 0, "stopReason": "end_turn" }, "sanityIssues": [] }, "latencyMs": 45673, "createdAt": "2026-04-09T05:20:24.913Z", "usage": { "inputTokens": 3581, "outputTokens": 2020, "costUsd": 0.068405 } }, { "id": "cmnr13bdk037dp6584fcxtngk", "runId": "cmnr13bdf0378p658o9w4tfk0", "modelId": "deepseek.reasoner", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI_Equity_Model\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"DE\",\n \"currency\": \"USD\",\n \"current_price\": 609.32,\n \"target_price_6m\": 590,\n \"target_price_12m\": 620,\n \"recommendation\": \"HOLD\",\n \"confidence\": 0.6,\n \"thesis_bullets\": [\n \"Cyclical farm machinery sector faces economic headwinds.\",\n \"High debt levels increase financial risk and interest sensitivity.\",\n \"Forward P/E suggests earnings recovery may be priced in.\",\n \"Precision agriculture innovation offers long-term growth potential.\",\n \"Valuation near historical highs limits near-term upside.\"\n ],\n \"key_drivers\": [\n { \"driver\": \"Commodity Prices\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Global Farm Demand\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Interest Rate Environment\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Technological Adoption\", \"impact\": \"HIGH\", \"direction\": \"POS\" },\n { \"driver\": \"Trade Policies\", \"impact\": \"MED\", \"direction\": \"NEG\" },\n { \"driver\": \"Operational Efficiency\", \"impact\": \"MED\", \"direction\": \"POS\" },\n { \"driver\": \"Debt Management\", \"impact\": \"HIGH\", \"direction\": \"NEG\" }\n ],\n \"risks\": [\n \"Economic downturn reducing agricultural equipment spending.\",\n \"Rising raw material costs pressuring margins.\",\n \"Geopolitical tensions disrupting global supply chains.\",\n \"Increased competition in farm machinery markets.\",\n \"Adverse weather patterns affecting farm incomes.\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.01,\n \"ebit_margin_target\": 0.12,\n \"wacc\": 0.085,\n \"terminal_multiple\": 12.0\n },\n \"scenarios\": {\n \"bear\": { \"target_price\": 550, \"prob\": 0.3, \"notes\": \"Cyclical downturn and margin compression lead to downside.\" },\n \"base\": { \"target_price\": 620, \"prob\": 0.5, \"notes\": \"Modest recovery with stabilized earnings and valuation.\" },\n \"bull\": { \"target_price\": 680, \"prob\": 0.2, \"notes\": \"Strong demand and multiple expansion drive upside.\" }\n },\n \"method_notes\": \"Used relative valuation (EV/EBITDA, P/E) with snapshot data. HOLD due to balanced risk-reward and ~1.8% 12M expected return. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AI_Equity_Model", "risks": [ "Economic downturn reducing agricultural equipment spending.", "Rising raw material costs pressuring margins.", "Geopolitical tensions disrupting global supply chains.", "Increased competition in farm machinery markets.", "Adverse weather patterns affecting farm incomes." ], "ticker": "DE", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Modest recovery with stabilized earnings and valuation.", "target_price": 620 }, "bear": { "prob": 0.3, "notes": "Cyclical downturn and margin compression lead to downside.", "target_price": 550 }, "bull": { "prob": 0.2, "notes": "Strong demand and multiple expansion drive upside.", "target_price": 680 } }, "confidence": 0.6, "assumptions": { "wacc": 0.085, "revenue_cagr_3y": 0.01, "terminal_multiple": 12, "ebit_margin_target": 0.12 }, "key_drivers": [ { "driver": "Commodity Prices", "impact": "HIGH", "direction": "POS" }, { "driver": "Global Farm Demand", "impact": "HIGH", "direction": "POS" }, { "driver": "Interest Rate Environment", "impact": "MED", "direction": "NEG" }, { "driver": "Technological Adoption", "impact": "HIGH", "direction": "POS" }, { "driver": "Trade Policies", "impact": "MED", "direction": "NEG" }, { "driver": "Operational Efficiency", "impact": "MED", "direction": "POS" }, { "driver": "Debt Management", "impact": "HIGH", "direction": "NEG" } ], "method_notes": "Used relative valuation (EV/EBITDA, P/E) with snapshot data. HOLD due to balanced risk-reward and ~1.8% 12M expected return. Not investment advice.", "current_price": 609.32, "recommendation": "HOLD", "thesis_bullets": [ "Cyclical farm machinery sector faces economic headwinds.", "High debt levels increase financial risk and interest sensitivity.", "Forward P/E suggests earnings recovery may be priced in.", "Precision agriculture innovation offers long-term growth potential.", "Valuation near historical highs limits near-term upside." ], "target_price_6m": 590, "target_price_12m": 620 }, "errorsJson": { "attempts": [], "providerMeta": { "endpoint": "https://api.deepseek.com/v1/chat/completions", "provider": "deepseek", "webSearch": { "enabled": false, "supported": false }, "responseFormat": "json_object" }, "sanityIssues": [] }, "latencyMs": 453, "createdAt": "2026-04-09T05:20:24.913Z", "usage": { "inputTokens": 2087, "outputTokens": 5944, "costUsd": 0.003081 } }, { "id": "cmnr13bdk037bp658ikk1v1c8", "runId": "cmnr13bdf0378p658o9w4tfk0", "modelId": "gemini.3-pro", "status": "SUCCESS", "rawOutput": "{\"model\":\"Equity Research AI\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"DE\",\"currency\":\"USD\",\"current_price\":609.32,\"target_price_6m\":615.0,\"target_price_12m\":635.0,\"recommendation\":\"HOLD\",\"confidence\":0.65,\"thesis_bullets\":[\"Cyclical downturn in North American large ag equipment persists through 2026.\",\"Precision Ag technology adoption provides long-term margin floor and replacement demand.\",\"High interest rates continue to pressure dealer inventories and farmer financing costs.\",\"Strong market share in high-horsepower tractors maintains pricing power despite volume declines.\",\"Valuation at 15.5x forward earnings reflects a balanced risk-reward profile.\"],\"key_drivers\":[{\"driver\":\"Global corn and soybean prices\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Federal Reserve interest rate policy\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Precision agriculture technology adoption\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Average age of North American tractor fleet\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Residential and commercial construction activity\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Input costs for steel and logistics\",\"impact\":\"LOW\",\"direction\":\"NEG\"}],\"risks\":[\"Prolonged slump in commodity prices reducing farmer net income.\",\"Sustained high interest rates impacting equipment financing affordability.\",\"Geopolitical tensions affecting global grain trade flows.\"],\"assumptions\":{\"revenue_cagr_3y\":0.04,\"ebit_margin_target\":0.18,\"wacc\":0.095,\"terminal_multiple\":14.0},\"scenarios\":{\"bear\":{\"target_price\":520.0,\"prob\":0.25,\"notes\":\"Deepening ag recession and further margin compression.\"},\"base\":{\"target_price\":635.0,\"prob\":0.5,\"notes\":\"Moderate recovery in demand and stable pricing power.\"},\"bull\":{\"target_price\":740.0,\"prob\":0.25,\"notes\":\"Rapid rate cuts and surge in precision tech upgrades.\"}},\"method_notes\":\"Valuation based on 16x FY27E EPS. HOLD reflects limited upside (+4.2%) as cyclical headwinds balance tech-driven margin resilience. Not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "Equity Research AI", "risks": [ "Prolonged slump in commodity prices reducing farmer net income.", "Sustained high interest rates impacting equipment financing affordability.", "Geopolitical tensions affecting global grain trade flows." ], "ticker": "DE", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Moderate recovery in demand and stable pricing power.", "target_price": 635 }, "bear": { "prob": 0.25, "notes": "Deepening ag recession and further margin compression.", "target_price": 520 }, "bull": { "prob": 0.25, "notes": "Rapid rate cuts and surge in precision tech upgrades.", "target_price": 740 } }, "confidence": 0.65, "assumptions": { "wacc": 0.095, "revenue_cagr_3y": 0.04, "terminal_multiple": 14, "ebit_margin_target": 0.18 }, "key_drivers": [ { "driver": "Global corn and soybean prices", "impact": "HIGH", "direction": "POS" }, { "driver": "Federal Reserve interest rate policy", "impact": "HIGH", "direction": "NEG" }, { "driver": "Precision agriculture technology adoption", "impact": "MED", "direction": "POS" }, { "driver": "Average age of North American tractor fleet", "impact": "MED", "direction": "POS" }, { "driver": "Residential and commercial construction activity", "impact": "MED", "direction": "POS" }, { "driver": "Input costs for steel and logistics", "impact": "LOW", "direction": "NEG" } ], "method_notes": "Valuation based on 16x FY27E EPS. HOLD reflects limited upside (+4.2%) as cyclical headwinds balance tech-driven margin resilience. Not investment advice.", "current_price": 609.32, "recommendation": "HOLD", "thesis_bullets": [ "Cyclical downturn in North American large ag equipment persists through 2026.", "Precision Ag technology adoption provides long-term margin floor and replacement demand.", "High interest rates continue to pressure dealer inventories and farmer financing costs.", "Strong market share in high-horsepower tractors maintains pricing power despite volume declines.", "Valuation at 15.5x forward earnings reflects a balanced risk-reward profile." ], "target_price_6m": 615, "target_price_12m": 635 }, "errorsJson": { "attempts": [ { "error": "not_json_object: Output must be a single JSON object (no markdown/code fences, no extra text).", "attempt": 0, "rawOutputTruncated": "{\"model\":\"Equity Research AI\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"DE\",\"currency\":\"USD\",\"current_price\":609.32,\"target_price_6m\":620.0,\"target_price_12m\":640.0,\"recommendation\":\"HOLD\",\"confidence\":0.65,\"thesis_bullets\":[\"Cyclical downturn in North American large ag equipment persists through 2026.\",\"Precision Ag technology adoption provides long-term margin floor and replacement demand.\",\"High interest rates continue to pressure dealer inventories and farmer financing costs.\",\"Strong market share in high-horsepower tractors maintains pricing power despite volume declines.\",\"Valuation at 15.5x forward earnings reflects a balanced risk-reward profile.\"],\"key_drivers\":[{\"driver\":\"Global corn and soybean prices\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Federal Reserve interest rate policy\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Precision agriculture technology adoption\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Average age of North American tractor fleet\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Residential and commercial construction activity\",\"impact\":\"MED" } ], "providerMeta": { "model": "gemini-3-flash-preview", "provider": "gemini", "webSearch": { "used": false, "allowed": false, "enabled": false, "requested": false, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 18115, "createdAt": "2026-04-09T05:20:24.913Z", "usage": { "inputTokens": 2753, "outputTokens": 508, "costUsd": 0.011602 } }, { "id": "cmnr13bdj0379p658icup64qq", "runId": "cmnr13bdf0378p658o9w4tfk0", "modelId": "openai.gpt-5.4", "status": "SUCCESS", "rawOutput": "{\"model\":\"gpt-5\",\"as_of\":\"2026-04-08T20:00:03.000Z\",\"ticker\":\"DE\",\"currency\":\"USD\",\"current_price\":609.32,\"target_price_6m\":585,\"target_price_12m\":632,\"recommendation\":\"HOLD\",\"confidence\":0.58,\"thesis_bullets\":[\"Ag equipment franchise and precision tech support premium valuation.\",\"Near-term earnings remain cyclical after prior peak demand and pricing.\",\"Forward P/E looks reasonable, but not cheap for a downturning cycle.\",\"Construction and forestry softness offsets steadier parts, services, and financing.\",\"Risk/reward appears balanced unless farm income or orders reaccelerate.\"],\"key_drivers\":[{\"driver\":\"Large ag replacement demand\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Precision ag attach rates\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Construction cycle softness\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Farm income and crop prices\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Pricing versus input costs\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Dealer inventory discipline\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Finance arm credit quality\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Share repurchases/dividend\",\"impact\":\"LOW\",\"direction\":\"POS\"}],\"risks\":[\"Farm income weakens faster than expected.\",\"Dealer destocking deepens across key channels.\",\"Credit losses rise in the finance arm.\",\"Tariffs or supply disruptions pressure costs and demand.\"],\"assumptions\":{\"revenue_cagr_3y\":4,\"ebit_margin_target\":15.5,\"wacc\":9,\"terminal_multiple\":14},\"scenarios\":{\"bear\":{\"target_price\":500,\"prob\":0.25,\"notes\":\"Prolonged ag downturn and weaker construction keep earnings below mid-cycle.\"},\"base\":{\"target_price\":632,\"prob\":0.5,\"notes\":\"Margins stabilize and normalized demand supports modest earnings recovery.\"},\"bull\":{\"target_price\":760,\"prob\":0.25,\"notes\":\"Farm fundamentals improve and precision tech mix sustains premium margins.\"}},\"method_notes\":\"12M target uses cycle-normalized earnings and EV/EBIT cross-checks. Snapshot quote fields kept authoritative; snapshot growth/margin data appear noisy, so normalized assumptions were used. No sell-side targets used as inputs; not investment advice.\"}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "gpt-5", "risks": [ "Farm income weakens faster than expected.", "Dealer destocking deepens across key channels.", "Credit losses rise in the finance arm.", "Tariffs or supply disruptions pressure costs and demand." ], "ticker": "DE", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Margins stabilize and normalized demand supports modest earnings recovery.", "target_price": 632 }, "bear": { "prob": 0.25, "notes": "Prolonged ag downturn and weaker construction keep earnings below mid-cycle.", "target_price": 500 }, "bull": { "prob": 0.25, "notes": "Farm fundamentals improve and precision tech mix sustains premium margins.", "target_price": 760 } }, "confidence": 0.58, "assumptions": { "wacc": 9, "revenue_cagr_3y": 4, "terminal_multiple": 14, "ebit_margin_target": 15.5 }, "key_drivers": [ { "driver": "Large ag replacement demand", "impact": "HIGH", "direction": "POS" }, { "driver": "Precision ag attach rates", "impact": "MED", "direction": "POS" }, { "driver": "Construction cycle softness", "impact": "HIGH", "direction": "NEG" }, { "driver": "Farm income and crop prices", "impact": "HIGH", "direction": "NEG" }, { "driver": "Pricing versus input costs", "impact": "MED", "direction": "POS" }, { "driver": "Dealer inventory discipline", "impact": "MED", "direction": "POS" }, { "driver": "Finance arm credit quality", "impact": "MED", "direction": "NEG" }, { "driver": "Share repurchases/dividend", "impact": "LOW", "direction": "POS" } ], "method_notes": "12M target uses cycle-normalized earnings and EV/EBIT cross-checks. Snapshot quote fields kept authoritative; snapshot growth/margin data appear noisy, so normalized assumptions were used. No sell-side targets used as inputs; not investment advice.", "current_price": 609.32, "recommendation": "HOLD", "thesis_bullets": [ "Ag equipment franchise and precision tech support premium valuation.", "Near-term earnings remain cyclical after prior peak demand and pricing.", "Forward P/E looks reasonable, but not cheap for a downturning cycle.", "Construction and forestry softness offsets steadier parts, services, and financing.", "Risk/reward appears balanced unless farm income or orders reaccelerate." ], "target_price_6m": 585, "target_price_12m": 632 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "openai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "resp_0dbda0e723366b2a0069d7580da95c81938caee79a8f893c84", "reasoningEffort": "medium", "structuredOutputs": { "used": true, "requested": true, "disabledReason": null } }, "sanityIssues": [] }, "latencyMs": 37130, "createdAt": "2026-04-09T05:20:24.913Z", "usage": { "inputTokens": 2363, "outputTokens": 1885, "costUsd": 0.030525 } }, { "id": "cmnr13bdk037cp658tecvvewx", "runId": "cmnr13bdf0378p658o9w4tfk0", "modelId": "xai.grok-4.20-reasoning", "status": "SUCCESS", "rawOutput": "{\n \"model\": \"AI Equity Research Model\",\n \"as_of\": \"2026-04-08T20:00:03.000Z\",\n \"ticker\": \"DE\",\n \"currency\": \"USD\",\n \"current_price\": 609.32,\n \"target_price_6m\": 640,\n \"target_price_12m\": 710,\n \"recommendation\": \"BUY\",\n \"confidence\": 0.62,\n \"thesis_bullets\": [\n \"Leader in precision ag tech driving efficiency gains\",\n \"Strong brand and aftermarket revenue provide stability\",\n \"Cyclical farm incomes pressure near-term equipment sales\",\n \"High debt load amplifies interest rate sensitivity\",\n \"Forward P/E of 15.5x supports reasonable valuation\"\n ],\n \"key_drivers\": [\n {\n \"driver\": \"Precision ag adoption\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Farm commodity prices\",\n \"impact\": \"HIGH\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Interest rate environment\",\n \"impact\": \"HIGH\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Technological innovation\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Global trade policies\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Aftermarket parts demand\",\n \"impact\": \"MED\",\n \"direction\": \"POS\"\n },\n {\n \"driver\": \"Production cost inflation\",\n \"impact\": \"MED\",\n \"direction\": \"NEG\"\n },\n {\n \"driver\": \"Emerging market growth\",\n \"impact\": \"LOW\",\n \"direction\": \"POS\"\n }\n ],\n \"risks\": [\n \"Prolonged farm income downturn\",\n \"Sustained high interest rates\",\n \"Escalating trade barriers\",\n \"Supply chain cost spikes\",\n \"Failure in new tech execution\"\n ],\n \"assumptions\": {\n \"revenue_cagr_3y\": 0.05,\n \"ebit_margin_target\": 0.14,\n \"wacc\": 0.09,\n \"terminal_multiple\": 16\n },\n \"scenarios\": {\n \"bear\": {\n \"target_price\": 480,\n \"prob\": 0.25,\n \"notes\": \"Deep cyclical decline with weak farm economy.\"\n },\n \"base\": {\n \"target_price\": 710,\n \"prob\": 0.5,\n \"notes\": \"Gradual recovery in demand and stable margins.\"\n },\n \"bull\": {\n \"target_price\": 850,\n \"prob\": 0.25,\n \"notes\": \"Accelerated tech adoption and strong commodity prices.\"\n }\n },\n \"method_notes\": \"DCF using revenue CAGR, target EBIT margin, WACC and terminal multiple; base case implies ~16% 12M upside consistent with BUY. Not investment advice.\"\n}", "parsedJson": { "as_of": "2026-04-08T20:00:03.000Z", "model": "AI Equity Research Model", "risks": [ "Prolonged farm income downturn", "Sustained high interest rates", "Escalating trade barriers", "Supply chain cost spikes", "Failure in new tech execution" ], "ticker": "DE", "currency": "USD", "scenarios": { "base": { "prob": 0.5, "notes": "Gradual recovery in demand and stable margins.", "target_price": 710 }, "bear": { "prob": 0.25, "notes": "Deep cyclical decline with weak farm economy.", "target_price": 480 }, "bull": { "prob": 0.25, "notes": "Accelerated tech adoption and strong commodity prices.", "target_price": 850 } }, "confidence": 0.62, "assumptions": { "wacc": 0.09, "revenue_cagr_3y": 0.05, "terminal_multiple": 16, "ebit_margin_target": 0.14 }, "key_drivers": [ { "driver": "Precision ag adoption", "impact": "HIGH", "direction": "POS" }, { "driver": "Farm commodity prices", "impact": "HIGH", "direction": "POS" }, { "driver": "Interest rate environment", "impact": "HIGH", "direction": "NEG" }, { "driver": "Technological innovation", "impact": "MED", "direction": "POS" }, { "driver": "Global trade policies", "impact": "MED", "direction": "NEG" }, { "driver": "Aftermarket parts demand", "impact": "MED", "direction": "POS" }, { "driver": "Production cost inflation", "impact": "MED", "direction": "NEG" }, { "driver": "Emerging market growth", "impact": "LOW", "direction": "POS" } ], "method_notes": "DCF using revenue CAGR, target EBIT margin, WACC and terminal multiple; base case implies ~16% 12M upside consistent with BUY. Not investment advice.", "current_price": 609.32, "recommendation": "BUY", "thesis_bullets": [ "Leader in precision ag tech driving efficiency gains", "Strong brand and aftermarket revenue provide stability", "Cyclical farm incomes pressure near-term equipment sales", "High debt load amplifies interest rate sensitivity", "Forward P/E of 15.5x supports reasonable valuation" ], "target_price_6m": 640, "target_price_12m": 710 }, "errorsJson": { "attempts": [], "providerMeta": { "provider": "xai", "webSearch": { "used": false, "enabled": false, "sources": [], "maxToolCalls": 2 }, "responseId": "900ce4a7-8f95-9b61-b93a-77f21e7ce8ce", "usedFallbackChatCompletions": false }, "sanityIssues": [] }, "latencyMs": 20816, "createdAt": "2026-04-09T05:20:24.913Z", "usage": { "inputTokens": 2700, "outputTokens": 3827, "costUsd": 0.065505 } } ] } }