{
  "run": {
    "id": "cmnr14ik204yup658av3z4ca3",
    "region": "US",
    "assetId": "cmnr14iij04yqp658yv828n46",
    "ticker": "MAA",
    "snapshotId": "cmnr14ij804ysp658irc1kcur",
    "promptTemplateId": "cmnqt07si0005lm3jzpxuu1ux",
    "createdAt": "2026-04-09T05:21:20.879Z",
    "promptTemplate": {
      "id": "cmnqt07si0005lm3jzpxuu1ux",
      "name": "Oficial 08.apr.2026",
      "version": 1
    },
    "snapshot": {
      "id": "cmnr14ij804ysp658irc1kcur",
      "assetId": "cmnr14iij04yqp658yv828n46",
      "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": 126.09,
          "dayLow": 125,
          "volume": 519970,
          "dayHigh": 126.385,
          "currency": "USD",
          "prevClose": 124.3,
          "week52Low": 120.3,
          "week52High": 169
        },
        "fundamentals": {
          "pe": 36.6517150395778,
          "beta": 0.641680230983467,
          "epsTTM": 3.79,
          "fcfTTM": null,
          "growth": {
            "epsYoy": -0.155902004454343,
            "revenueYoy": 0.008266031953227157
          },
          "sector": "Real Estate Investment Trusts",
          "margins": {
            "net": 0.1329386464135701,
            "gross": null,
            "operating": 0.2474339474399911
          },
          "website": "http://maac.com",
          "industry": "Real estate investment trust",
          "pegRatio": -2.35094572182435,
          "ebitdaTTM": 1254761000,
          "forwardPe": 16.0219146482122,
          "marketCap": 11900000000,
          "totalCash": 60258000,
          "totalDebt": 6415293000,
          "debtEquity": 1.132873353016,
          "quickRatio": null,
          "revenueTTM": 397108000,
          "companyName": "MID AMERICA APARTMENT COMMUNITIES INC.",
          "priceToBook": 2.78203215092698,
          "currentRatio": null,
          "dividendYield": 0.0437501842829147,
          "returnOnAssets": 0.004408293246236885,
          "returnOnEquity": 0.0789194347511527,
          "analystOpinions": null,
          "businessSummary": "Mid-America Apartment Communities, Inc. (MAA) is a publicly traded real estate investment trust based in Memphis, Tennessee that invests in apartments in the Southeastern United States and the Southwestern United States.",
          "enterpriseValue": 22601115140,
          "analystTargetLow": null,
          "analystTargetHigh": null,
          "analystTargetMean": null,
          "fullTimeEmployees": 2532,
          "sharesOutstanding": 116901020,
          "enterpriseToEbitda": 18.01228691360347,
          "analystTargetMedian": null,
          "enterpriseToRevenue": 56.91427808052217,
          "operatingCashflowTTM": 1078175000,
          "analystRecommendationKey": null
        }
      },
      "createdAt": "2026-04-09T05:21:20.853Z"
    },
    "results": [
      {
        "id": "cmnr14ik504ywp65882rlmre1",
        "runId": "cmnr14ik204yup658av3z4ca3",
        "modelId": "anthropic",
        "status": "SUCCESS",
        "rawOutput": "{\"model\":\"ai-equity-research-v1\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"MAA\",\"currency\":\"USD\",\"current_price\":126.09,\"target_price_6m\":133.0,\"target_price_12m\":140.0,\"recommendation\":\"BUY\",\"confidence\":0.58,\"thesis_bullets\":[\"Sunbelt apartment supply wave peaking; absorption should improve through 2027\",\"Trading near 52-week low offers attractive entry for quality REIT\",\"4.4% dividend yield provides downside cushion and income support\",\"Forward P/FFO multiple of ~16x is below historical average of 18-20x\",\"Population and job growth in Sun Belt markets remain structural tailwinds\"],\"key_drivers\":[{\"driver\":\"New apartment supply peaking in Sunbelt markets\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Interest rate trajectory affecting REIT multiples\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Sunbelt population and employment migration trends\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Near-term rent growth pressure from elevated deliveries\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Operational efficiency and same-store NOI recovery\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Elevated debt load (D/E 1.13) constraining flexibility\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Forward P/E compression from ~36x TTM to ~16x forward\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Dividend sustainability with strong operating cash flow ($1.08B)\",\"impact\":\"MED\",\"direction\":\"POS\"}],\"risks\":[\"Prolonged elevated supply if construction timelines extend or new starts reaccelerate\",\"Higher-for-longer interest rate environment compresses REIT valuations further\",\"Economic slowdown reduces employment growth in key Sunbelt metros\",\"Insurance and property tax cost inflation erodes NOI margins\",\"Potential for tenant affordability stress limiting rent growth recovery\",\"Concentration risk in Southeastern/Southwestern US markets\"],\"assumptions\":{\"revenue_cagr_3y\":0.03,\"ebit_margin_target\":0.28,\"wacc\":0.075,\"terminal_multiple\":18.0},\"scenarios\":{\"bear\":{\"target_price\":115.0,\"prob\":0.2,\"notes\":\"Supply overhang persists, rates stay elevated, rent growth negative.\"},\"base\":{\"target_price\":140.0,\"prob\":0.55,\"notes\":\"Supply peaks mid-2026, modest rent recovery, multiple re-rates to ~17-18x FFO.\"},\"bull\":{\"target_price\":160.0,\"prob\":0.25,\"notes\":\"Rapid supply absorption, rate cuts boost REIT sentiment, rent acceleration.\"}},\"method_notes\":\"REIT-focused valuation using FFO multiple (forward ~16x vs 5Y avg ~18-19x) and dividend discount framework. Revenue CAGR assumes supply headwind fading by 2027. EV/EBITDA of 18x snapshot supports base case. 12M price return ~11% plus 4.4% yield = ~15% total return supports BUY. Confidence moderate due to supply and rate uncertainty. Not investment advice.\"}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:02.000Z",
          "model": "ai-equity-research-v1",
          "risks": [
            "Prolonged elevated supply if construction timelines extend or new starts reaccelerate",
            "Higher-for-longer interest rate environment compresses REIT valuations further",
            "Economic slowdown reduces employment growth in key Sunbelt metros",
            "Insurance and property tax cost inflation erodes NOI margins",
            "Potential for tenant affordability stress limiting rent growth recovery",
            "Concentration risk in Southeastern/Southwestern US markets"
          ],
          "ticker": "MAA",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.55,
              "notes": "Supply peaks mid-2026, modest rent recovery, multiple re-rates to ~17-18x FFO.",
              "target_price": 140
            },
            "bear": {
              "prob": 0.2,
              "notes": "Supply overhang persists, rates stay elevated, rent growth negative.",
              "target_price": 115
            },
            "bull": {
              "prob": 0.25,
              "notes": "Rapid supply absorption, rate cuts boost REIT sentiment, rent acceleration.",
              "target_price": 160
            }
          },
          "confidence": 0.58,
          "assumptions": {
            "wacc": 0.075,
            "revenue_cagr_3y": 0.03,
            "terminal_multiple": 18,
            "ebit_margin_target": 0.28
          },
          "key_drivers": [
            {
              "driver": "New apartment supply peaking in Sunbelt markets",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Interest rate trajectory affecting REIT multiples",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Sunbelt population and employment migration trends",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Near-term rent growth pressure from elevated deliveries",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Operational efficiency and same-store NOI recovery",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Elevated debt load (D/E 1.13) constraining flexibility",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Forward P/E compression from ~36x TTM to ~16x forward",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Dividend sustainability with strong operating cash flow ($1.08B)",
              "impact": "MED",
              "direction": "POS"
            }
          ],
          "method_notes": "REIT-focused valuation using FFO multiple (forward ~16x vs 5Y avg ~18-19x) and dividend discount framework. Revenue CAGR assumes supply headwind fading by 2027. EV/EBITDA of 18x snapshot supports base case. 12M price return ~11% plus 4.4% yield = ~15% total return supports BUY. Confidence moderate due to supply and rate uncertainty. Not investment advice.",
          "current_price": 126.09,
          "recommendation": "BUY",
          "thesis_bullets": [
            "Sunbelt apartment supply wave peaking; absorption should improve through 2027",
            "Trading near 52-week low offers attractive entry for quality REIT",
            "4.4% dividend yield provides downside cushion and income support",
            "Forward P/FFO multiple of ~16x is below historical average of 18-20x",
            "Population and job growth in Sun Belt markets remain structural tailwinds"
          ],
          "target_price_6m": 133,
          "target_price_12m": 140
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "provider": "anthropic",
            "webSearch": {
              "enabled": false,
              "maxToolCalls": 2,
              "disabledReason": null
            },
            "pauseTurns": 0,
            "stopReason": "end_turn"
          },
          "sanityIssues": []
        },
        "latencyMs": 37163,
        "createdAt": "2026-04-09T05:21:20.879Z",
        "usage": {
          "inputTokens": 3533,
          "outputTokens": 1735,
          "costUsd": 0.06104
        }
      },
      {
        "id": "cmnr14ik504yzp658l3ciqboi",
        "runId": "cmnr14ik204yup658av3z4ca3",
        "modelId": "deepseek.reasoner",
        "status": "SUCCESS",
        "rawOutput": "{\n  \"model\": \"REIT_FFO_DCF_Model\",\n  \"as_of\": \"2026-04-08T20:00:02.000Z\",\n  \"ticker\": \"MAA\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.09,\n  \"target_price_6m\": 128.0,\n  \"target_price_12m\": 130.0,\n  \"recommendation\": \"HOLD\",\n  \"confidence\": 0.6,\n  \"thesis_bullets\": [\n    \"MAA offers a stable 4.4% dividend yield as a REIT.\",\n    \"Portfolio focuses on high-growth Sunbelt regions in the US.\",\n    \"Recent EPS decline indicates near-term profitability challenges.\",\n    \"Forward P/E of 16x suggests market expects earnings recovery.\",\n    \"Valuation upside is balanced by leverage and interest rate risks.\"\n  ],\n  \"key_drivers\": [\n    {\"driver\": \"Occupancy Rates\", \"impact\": \"HIGH\", \"direction\": \"POS\"},\n    {\"driver\": \"Rent Growth\", \"impact\": \"MED\", \"direction\": \"POS\"},\n    {\"driver\": \"Interest Rates\", \"impact\": \"HIGH\", \"direction\": \"NEG\"},\n    {\"driver\": \"Economic Growth in Sunbelt\", \"impact\": \"MED\", \"direction\": \"POS\"},\n    {\"driver\": \"New Supply in Markets\", \"impact\": \"MED\", \"direction\": \"NEG\"},\n    {\"driver\": \"Operating Efficiency\", \"impact\": \"LOW\", \"direction\": \"POS\"},\n    {\"driver\": \"Debt Levels\", \"impact\": \"HIGH\", \"direction\": \"NEG\"}\n  ],\n  \"risks\": [\n    \"Rising interest rates increasing financing costs.\",\n    \"Economic downturn reducing rental demand and occupancy.\",\n    \"Increased competition in key apartment markets.\",\n    \"Regulatory changes affecting REIT operations.\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.02,\n    \"ebit_margin_target\": 0.25,\n    \"wacc\": 0.07,\n    \"terminal_multiple\": 15.0\n  },\n  \"scenarios\": {\n    \"bear\": {\"target_price\": 120.0, \"prob\": 0.3, \"notes\": \"Higher interest rates and economic downturn pressure occupancy.\"},\n    \"base\": {\"target_price\": 130.0, \"prob\": 0.5, \"notes\": \"Modest rent growth and stable rates support current valuation.\"},\n    \"bull\": {\"target_price\": 140.0, \"prob\": 0.2, \"notes\": \"Strong economic growth in Sunbelt drives above-average rent increases.\"}\n  },\n  \"method_notes\": \"Used forward P/E and DCF blend; HOLD as 12M return ~3% within +/-6% range. Not investment advice.\"\n}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:02.000Z",
          "model": "REIT_FFO_DCF_Model",
          "risks": [
            "Rising interest rates increasing financing costs.",
            "Economic downturn reducing rental demand and occupancy.",
            "Increased competition in key apartment markets.",
            "Regulatory changes affecting REIT operations."
          ],
          "ticker": "MAA",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.5,
              "notes": "Modest rent growth and stable rates support current valuation.",
              "target_price": 130
            },
            "bear": {
              "prob": 0.3,
              "notes": "Higher interest rates and economic downturn pressure occupancy.",
              "target_price": 120
            },
            "bull": {
              "prob": 0.2,
              "notes": "Strong economic growth in Sunbelt drives above-average rent increases.",
              "target_price": 140
            }
          },
          "confidence": 0.6,
          "assumptions": {
            "wacc": 0.07,
            "revenue_cagr_3y": 0.02,
            "terminal_multiple": 15,
            "ebit_margin_target": 0.25
          },
          "key_drivers": [
            {
              "driver": "Occupancy Rates",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Rent Growth",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Interest Rates",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Economic Growth in Sunbelt",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "New Supply in Markets",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Operating Efficiency",
              "impact": "LOW",
              "direction": "POS"
            },
            {
              "driver": "Debt Levels",
              "impact": "HIGH",
              "direction": "NEG"
            }
          ],
          "method_notes": "Used forward P/E and DCF blend; HOLD as 12M return ~3% within +/-6% range. Not investment advice.",
          "current_price": 126.09,
          "recommendation": "HOLD",
          "thesis_bullets": [
            "MAA offers a stable 4.4% dividend yield as a REIT.",
            "Portfolio focuses on high-growth Sunbelt regions in the US.",
            "Recent EPS decline indicates near-term profitability challenges.",
            "Forward P/E of 16x suggests market expects earnings recovery.",
            "Valuation upside is balanced by leverage and interest rate risks."
          ],
          "target_price_6m": 128,
          "target_price_12m": 130
        },
        "errorsJson": {
          "attempts": [
            {
              "error": "sanity_error: buy_scenario_return_too_low: BUY requires >= 6% return from probability-weighted scenarios.",
              "attempt": 0,
              "rawOutputTruncated": "{\n  \"model\": \"REIT_NAV_DCF_Model\",\n  \"as_of\": \"2026-04-08T20:00:02.000Z\",\n  \"ticker\": \"MAA\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.09,\n  \"target_price_6m\": 130,\n  \"target_price_12m\": 135,\n  \"recommendation\": \"BUY\",\n  \"confidence\": 0.6,\n  \"thesis_bullets\": [\n    \"MAA offers a stable 4.4% dividend yield as a REIT.\",\n    \"Portfolio focuses on high-growth Sunbelt regions in the US.\",\n    \"Recent EPS decline indicates near-term profitability challenges.\",\n    \"Forward P/E of 16x suggests market expects earnings recovery.\",\n    \"Valuation upside is balanced by leverage and interest rate risks.\"\n  ],\n  \"key_drivers\": [\n    {\"driver\": \"Occupancy Rates\", \"impact\": \"HIGH\", \"direction\": \"POS\"},\n    {\"driver\": \"Rent Growth\", \"impact\": \"MED\", \"direction\": \"POS\"},\n    {\"driver\": \"Interest Rates\", \"impact\": \"HIGH\", \"direction\": \"NEG\"},\n    {\"driver\": \"Economic Growth in Sunbelt\", \"impact\": \"MED\", \"direction\": \"POS\"},\n    {\"driver\": \"New Supply in Markets\", \"impact\": \"MED\", \"direction\": \"NEG\"},\n    {\"driver\": \"Operating Efficiency\", \"impact\": \"LOW\", \"direction\": \"POS\"},\n    {\"driver\": \"Debt Levels\", \"impact\": \"HIGH\", \"direction\": \"NEG\"}\n  ],\n  \"risks\": [\n    \"Rising interest rates increasing…"
            },
            {
              "error": "sanity_error: hold_target_too_directional: HOLD requires implied 12M return within +/-6%.",
              "attempt": 1,
              "rawOutputTruncated": "{\n  \"model\": \"REIT_NAV_DCF_Model\",\n  \"as_of\": \"2026-04-08T20:00:02.000Z\",\n  \"ticker\": \"MAA\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.09,\n  \"target_price_6m\": 130,\n  \"target_price_12m\": 135,\n  \"recommendation\": \"HOLD\",\n  \"confidence\": 0.6,\n  \"thesis_bullets\": [\n    \"MAA offers a stable 4.4% dividend yield as a REIT.\",\n    \"Portfolio focuses on high-growth Sunbelt regions in the US.\",\n    \"Recent EPS decline indicates near-term profitability challenges.\",\n    \"Forward P/E of 16x suggests market expects earnings recovery.\",\n    \"Valuation upside is balanced by leverage and interest rate risks.\"\n  ],\n  \"key_drivers\": [\n    {\"driver\": \"Occupancy Rates\", \"impact\": \"HIGH\", \"direction\": \"POS\"},\n    {\"driver\": \"Rent Growth\", \"impact\": \"MED\", \"direction\": \"POS\"},\n    {\"driver\": \"Interest Rates\", \"impact\": \"HIGH\", \"direction\": \"NEG\"},\n    {\"driver\": \"Economic Growth in Sunbelt\", \"impact\": \"MED\", \"direction\": \"POS\"},\n    {\"driver\": \"New Supply in Markets\", \"impact\": \"MED\", \"direction\": \"NEG\"},\n    {\"driver\": \"Operating Efficiency\", \"impact\": \"LOW\", \"direction\": \"POS\"},\n    {\"driver\": \"Debt Levels\", \"impact\": \"HIGH\", \"direction\": \"NEG\"}\n  ],\n  \"risks\": [\n    \"Rising interest rates increasin…"
            }
          ],
          "providerMeta": {
            "endpoint": "https://api.deepseek.com/v1/chat/completions",
            "provider": "deepseek",
            "webSearch": {
              "enabled": false,
              "supported": false
            },
            "responseFormat": "json_object"
          },
          "sanityIssues": []
        },
        "latencyMs": 452,
        "createdAt": "2026-04-09T05:21:20.879Z",
        "usage": {
          "inputTokens": 2708,
          "outputTokens": 2960,
          "costUsd": 0.002001
        }
      },
      {
        "id": "cmnr14ik504yxp658ih7m1hfs",
        "runId": "cmnr14ik204yup658av3z4ca3",
        "modelId": "gemini.3-pro",
        "status": "SUCCESS",
        "rawOutput": "{\n  \"model\": \"Equity Research Analyst AI\",\n  \"as_of\": \"2026-04-08T20:00:02.000Z\",\n  \"ticker\": \"MAA\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.09,\n  \"target_price_6m\": 131.5,\n  \"target_price_12m\": 138.0,\n  \"recommendation\": \"BUY\",\n  \"confidence\": 0.68,\n  \"thesis_bullets\": [\n    \"Sunbelt focus benefits from long-term population migration and favorable job growth trends.\",\n    \"Strong investment-grade balance sheet provides stability and capacity for opportunistic acquisitions.\",\n    \"Near-term supply pressure in key markets is peaking, suggesting improved future pricing power.\",\n    \"High mortgage rates sustain rental demand by making homeownership less affordable for residents.\",\n    \"Diversified portfolio across Sunbelt submarkets mitigates localized economic downturns or oversupply risks.\"\n  ],\n  \"key_drivers\": [\n    {\n      \"driver\": \"Sunbelt Net Migration\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"New Apartment Supply Deliveries\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Interest Rate Environment\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Employment Growth in Tech/Finance\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Retention Rates and Occupancy\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Construction Cost Inflation\",\n      \"impact\": \"LOW\",\n      \"direction\": \"NEG\"\n    }\n  ],\n  \"risks\": [\n    \"Prolonged elevated supply in Sunbelt markets dampening rent growth.\",\n    \"Higher-for-longer interest rates increasing refinancing costs and cap rates.\",\n    \"Economic slowdown reducing household formation and overall rental demand.\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.035,\n    \"ebit_margin_target\": 0.25,\n    \"wacc\": 0.072,\n    \"terminal_multiple\": 18.5\n  },\n  \"scenarios\": {\n    \"bear\": {\n      \"target_price\": 112.0,\n      \"prob\": 0.2,\n      \"notes\": \"Oversupply persists and high rates compress cap rates further.\"\n    },\n    \"base\": {\n      \"target_price\": 138.0,\n      \"prob\": 0.6,\n      \"notes\": \"Moderate rent growth returns as supply is absorbed through 2026.\"\n    },\n    \"bull\": {\n      \"target_price\": 158.0,\n      \"prob\": 0.2,\n      \"notes\": \"Rapid supply absorption and rate cuts drive significant multiple expansion.\"\n    }\n  },\n  \"method_notes\": \"Valuation utilizes a blend of historical FFO multiples and NAV analysis. BUY rating reflects a 9.4% price upside plus a 4.4% dividend yield, totaling a ~13.8% expected 12M return. Not investment advice.\"\n}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:02.000Z",
          "model": "Equity Research Analyst AI",
          "risks": [
            "Prolonged elevated supply in Sunbelt markets dampening rent growth.",
            "Higher-for-longer interest rates increasing refinancing costs and cap rates.",
            "Economic slowdown reducing household formation and overall rental demand."
          ],
          "ticker": "MAA",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.6,
              "notes": "Moderate rent growth returns as supply is absorbed through 2026.",
              "target_price": 138
            },
            "bear": {
              "prob": 0.2,
              "notes": "Oversupply persists and high rates compress cap rates further.",
              "target_price": 112
            },
            "bull": {
              "prob": 0.2,
              "notes": "Rapid supply absorption and rate cuts drive significant multiple expansion.",
              "target_price": 158
            }
          },
          "confidence": 0.68,
          "assumptions": {
            "wacc": 0.072,
            "revenue_cagr_3y": 0.035,
            "terminal_multiple": 18.5,
            "ebit_margin_target": 0.25
          },
          "key_drivers": [
            {
              "driver": "Sunbelt Net Migration",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "New Apartment Supply Deliveries",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Interest Rate Environment",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Employment Growth in Tech/Finance",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Retention Rates and Occupancy",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Construction Cost Inflation",
              "impact": "LOW",
              "direction": "NEG"
            }
          ],
          "method_notes": "Valuation utilizes a blend of historical FFO multiples and NAV analysis. BUY rating reflects a 9.4% price upside plus a 4.4% dividend yield, totaling a ~13.8% expected 12M return. Not investment advice.",
          "current_price": 126.09,
          "recommendation": "BUY",
          "thesis_bullets": [
            "Sunbelt focus benefits from long-term population migration and favorable job growth trends.",
            "Strong investment-grade balance sheet provides stability and capacity for opportunistic acquisitions.",
            "Near-term supply pressure in key markets is peaking, suggesting improved future pricing power.",
            "High mortgage rates sustain rental demand by making homeownership less affordable for residents.",
            "Diversified portfolio across Sunbelt submarkets mitigates localized economic downturns or oversupply risks."
          ],
          "target_price_6m": 131.5,
          "target_price_12m": 138
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "model": "gemini-3-flash-preview",
            "provider": "gemini",
            "webSearch": {
              "used": false,
              "allowed": false,
              "enabled": false,
              "requested": false,
              "disabledReason": null
            }
          },
          "sanityIssues": []
        },
        "latencyMs": 9696,
        "createdAt": "2026-04-09T05:21:20.879Z",
        "usage": {
          "inputTokens": 2368,
          "outputTokens": 805,
          "costUsd": 0.014396
        }
      },
      {
        "id": "cmnr14ik504yvp658xohw1wok",
        "runId": "cmnr14ik204yup658av3z4ca3",
        "modelId": "openai.gpt-5.4",
        "status": "SUCCESS",
        "rawOutput": "{\"model\":\"OpenAI o3\",\"as_of\":\"2026-04-08T20:00:02.000Z\",\"ticker\":\"MAA\",\"currency\":\"USD\",\"current_price\":126.09,\"target_price_6m\":130.5,\"target_price_12m\":133.5,\"recommendation\":\"HOLD\",\"confidence\":0.63,\"thesis_bullets\":[\"Sunbelt demand is resilient, but elevated deliveries still suppress near-term rent growth.\",\"Investment-grade balance sheet supports the dividend, though leverage constrains aggressive external expansion.\",\"Rate easing could lift apartment REIT multiples and reduce future financing pressure.\",\"Current valuation appears near fair value versus mixed growth outlook and sector risks.\",\"A 4%+ yield helps total return, but price upside alone looks limited.\"],\"key_drivers\":[{\"driver\":\"Sunbelt rent growth recovery\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Elevated new apartment supply\",\"impact\":\"HIGH\",\"direction\":\"NEG\"},{\"driver\":\"Interest rate path\",\"impact\":\"HIGH\",\"direction\":\"POS\"},{\"driver\":\"Occupancy retention\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Insurance and property taxes\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Development yield versus cap rates\",\"impact\":\"MED\",\"direction\":\"POS\"},{\"driver\":\"Refinancing and leverage\",\"impact\":\"MED\",\"direction\":\"NEG\"},{\"driver\":\"Dividend durability\",\"impact\":\"LOW\",\"direction\":\"POS\"}],\"risks\":[\"Prolonged Sunbelt oversupply pressures rents and occupancy.\",\"Higher-for-longer rates widen cap rates and refinancing costs.\",\"Insurance, repairs, and property taxes outpace rent growth.\",\"Weather or storm events disrupt operations and raise claims costs.\"],\"assumptions\":{\"revenue_cagr_3y\":0.045,\"ebit_margin_target\":0.29,\"wacc\":0.074,\"terminal_multiple\":18.5},\"scenarios\":{\"bear\":{\"target_price\":112,\"prob\":0.25,\"notes\":\"Oversupply lasts longer and cap rates stay wider.\"},\"base\":{\"target_price\":133.5,\"prob\":0.5,\"notes\":\"Supply moderates, occupancy stays solid, and valuation stays near current multiples.\"},\"bull\":{\"target_price\":150,\"prob\":0.25,\"notes\":\"Faster rent recovery and lower rates drive multiple expansion.\"}},\"method_notes\":\"Blended EV/EBITDA and NAV-style cross-check using snapshot data and sector context; no sell-side targets used. 12M target implies ~5.9% price upside, below BUY threshold, so HOLD. Snapshot quote fields kept authoritative despite possible source inconsistencies; not investment advice.\"}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:02.000Z",
          "model": "OpenAI o3",
          "risks": [
            "Prolonged Sunbelt oversupply pressures rents and occupancy.",
            "Higher-for-longer rates widen cap rates and refinancing costs.",
            "Insurance, repairs, and property taxes outpace rent growth.",
            "Weather or storm events disrupt operations and raise claims costs."
          ],
          "ticker": "MAA",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.5,
              "notes": "Supply moderates, occupancy stays solid, and valuation stays near current multiples.",
              "target_price": 133.5
            },
            "bear": {
              "prob": 0.25,
              "notes": "Oversupply lasts longer and cap rates stay wider.",
              "target_price": 112
            },
            "bull": {
              "prob": 0.25,
              "notes": "Faster rent recovery and lower rates drive multiple expansion.",
              "target_price": 150
            }
          },
          "confidence": 0.63,
          "assumptions": {
            "wacc": 0.074,
            "revenue_cagr_3y": 0.045,
            "terminal_multiple": 18.5,
            "ebit_margin_target": 0.29
          },
          "key_drivers": [
            {
              "driver": "Sunbelt rent growth recovery",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Elevated new apartment supply",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Interest rate path",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Occupancy retention",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Insurance and property taxes",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Development yield versus cap rates",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Refinancing and leverage",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Dividend durability",
              "impact": "LOW",
              "direction": "POS"
            }
          ],
          "method_notes": "Blended EV/EBITDA and NAV-style cross-check using snapshot data and sector context; no sell-side targets used. 12M target implies ~5.9% price upside, below BUY threshold, so HOLD. Snapshot quote fields kept authoritative despite possible source inconsistencies; not investment advice.",
          "current_price": 126.09,
          "recommendation": "HOLD",
          "thesis_bullets": [
            "Sunbelt demand is resilient, but elevated deliveries still suppress near-term rent growth.",
            "Investment-grade balance sheet supports the dividend, though leverage constrains aggressive external expansion.",
            "Rate easing could lift apartment REIT multiples and reduce future financing pressure.",
            "Current valuation appears near fair value versus mixed growth outlook and sector risks.",
            "A 4%+ yield helps total return, but price upside alone looks limited."
          ],
          "target_price_6m": 130.5,
          "target_price_12m": 133.5
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "provider": "openai",
            "webSearch": {
              "used": false,
              "enabled": false,
              "sources": [],
              "maxToolCalls": 2
            },
            "responseId": "resp_0ef7b150dfc4b8560069d75b0e2dcc8196bd5fe829be74793d",
            "reasoningEffort": "medium",
            "structuredOutputs": {
              "used": true,
              "requested": true,
              "disabledReason": null
            }
          },
          "sanityIssues": []
        },
        "latencyMs": 42743,
        "createdAt": "2026-04-09T05:21:20.879Z",
        "usage": {
          "inputTokens": 2322,
          "outputTokens": 2571,
          "costUsd": 0.040057
        }
      },
      {
        "id": "cmnr14ik504yyp658grizddy8",
        "runId": "cmnr14ik204yup658av3z4ca3",
        "modelId": "xai.grok-4.20-reasoning",
        "status": "SUCCESS",
        "rawOutput": "{\n  \"model\": \"AI DCF Valuation Model\",\n  \"as_of\": \"2026-04-08T20:00:02.000Z\",\n  \"ticker\": \"MAA\",\n  \"currency\": \"USD\",\n  \"current_price\": 126.09,\n  \"target_price_6m\": 127.0,\n  \"target_price_12m\": 130.0,\n  \"recommendation\": \"HOLD\",\n  \"confidence\": 0.62,\n  \"thesis_bullets\": [\n    \"Resilient Sunbelt demand drives occupancy.\",\n    \"High interest rates pressure valuations.\",\n    \"4.4% dividend yield attracts income buyers.\",\n    \"New supply risks limit rent growth.\",\n    \"Forward PE of 16 signals fair value.\"\n  ],\n  \"key_drivers\": [\n    {\n      \"driver\": \"Sunbelt migration trends\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Interest rate environment\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Apartment supply additions\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Regional economic growth\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Operational cost control\",\n      \"impact\": \"MED\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Inflation on expenses\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    },\n    {\n      \"driver\": \"Portfolio location quality\",\n      \"impact\": \"HIGH\",\n      \"direction\": \"POS\"\n    },\n    {\n      \"driver\": \"Debt refinancing costs\",\n      \"impact\": \"MED\",\n      \"direction\": \"NEG\"\n    }\n  ],\n  \"risks\": [\n    \"Increased new apartment construction\",\n    \"Prolonged elevated interest rates\",\n    \"Potential economic recession\",\n    \"Changes in tenant affordability\",\n    \"Regulatory risks on rent control\"\n  ],\n  \"assumptions\": {\n    \"revenue_cagr_3y\": 0.045,\n    \"ebit_margin_target\": 0.26,\n    \"wacc\": 0.072,\n    \"terminal_multiple\": 17.5\n  },\n  \"scenarios\": {\n    \"bear\": {\n      \"target_price\": 108,\n      \"prob\": 0.35,\n      \"notes\": \"High rates persist and supply surges.\"\n    },\n    \"base\": {\n      \"target_price\": 130,\n      \"prob\": 0.45,\n      \"notes\": \"Steady growth aligned with expectations.\"\n    },\n    \"bull\": {\n      \"target_price\": 158,\n      \"prob\": 0.2,\n      \"notes\": \"Rates decline and demand accelerates.\"\n    }\n  },\n  \"method_notes\": \"Valuation via DDM and EV/EBITDA comps using assumptions above. Mixed growth, rates and supply evidence support HOLD. Not investment advice.\"\n}",
        "parsedJson": {
          "as_of": "2026-04-08T20:00:02.000Z",
          "model": "AI DCF Valuation Model",
          "risks": [
            "Increased new apartment construction",
            "Prolonged elevated interest rates",
            "Potential economic recession",
            "Changes in tenant affordability",
            "Regulatory risks on rent control"
          ],
          "ticker": "MAA",
          "currency": "USD",
          "scenarios": {
            "base": {
              "prob": 0.45,
              "notes": "Steady growth aligned with expectations.",
              "target_price": 130
            },
            "bear": {
              "prob": 0.35,
              "notes": "High rates persist and supply surges.",
              "target_price": 108
            },
            "bull": {
              "prob": 0.2,
              "notes": "Rates decline and demand accelerates.",
              "target_price": 158
            }
          },
          "confidence": 0.62,
          "assumptions": {
            "wacc": 0.072,
            "revenue_cagr_3y": 0.045,
            "terminal_multiple": 17.5,
            "ebit_margin_target": 0.26
          },
          "key_drivers": [
            {
              "driver": "Sunbelt migration trends",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Interest rate environment",
              "impact": "HIGH",
              "direction": "NEG"
            },
            {
              "driver": "Apartment supply additions",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Regional economic growth",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Operational cost control",
              "impact": "MED",
              "direction": "POS"
            },
            {
              "driver": "Inflation on expenses",
              "impact": "MED",
              "direction": "NEG"
            },
            {
              "driver": "Portfolio location quality",
              "impact": "HIGH",
              "direction": "POS"
            },
            {
              "driver": "Debt refinancing costs",
              "impact": "MED",
              "direction": "NEG"
            }
          ],
          "method_notes": "Valuation via DDM and EV/EBITDA comps using assumptions above. Mixed growth, rates and supply evidence support HOLD. Not investment advice.",
          "current_price": 126.09,
          "recommendation": "HOLD",
          "thesis_bullets": [
            "Resilient Sunbelt demand drives occupancy.",
            "High interest rates pressure valuations.",
            "4.4% dividend yield attracts income buyers.",
            "New supply risks limit rent growth.",
            "Forward PE of 16 signals fair value."
          ],
          "target_price_6m": 127,
          "target_price_12m": 130
        },
        "errorsJson": {
          "attempts": [],
          "providerMeta": {
            "provider": "xai",
            "webSearch": {
              "used": false,
              "enabled": false,
              "sources": [],
              "maxToolCalls": 2
            },
            "responseId": "7725feb0-985a-9d2c-9b2c-c5df408f335e",
            "usedFallbackChatCompletions": false
          },
          "sanityIssues": []
        },
        "latencyMs": 18045,
        "createdAt": "2026-04-09T05:21:20.879Z",
        "usage": {
          "inputTokens": 2661,
          "outputTokens": 3324,
          "costUsd": 0.057843
        }
      }
    ]
  }
}