{
  "data": {
    "a": {
      "slug": "microsoft-decision-1",
      "name": "Microsoft-Decision-1",
      "vendor": "Microsoft",
      "vendorUrl": "https://www.microsoft.com",
      "kind": "model",
      "category": "decision-models",
      "summary": "Microsoft-Decision-1 is a Microsoft model, post-trained from Qwen3.5-9B, that scores fixed answer options with a calibrated probability for each. It is in public preview on Microsoft Foundry and OpenRouter, at $0.042 per million input tokens.",
      "url": "https://www.anchorterminal.com/tools/microsoft-decision-1",
      "markdownUrl": "https://www.anchorterminal.com/tools/microsoft-decision-1.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/microsoft-decision-1.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/microsoft-decision-1.json",
      "license": "Not stated. The announcement and OpenRouter's model page name no licence, and no weights repository was found.",
      "transports": [
        "http"
      ],
      "packages": [],
      "auth": "mixed",
      "authNotes": "Foundry route: a Microsoft Entra bearer token for https://cognitiveservices.azure.com/.default, against a deployment in a Foundry resource, so an Azure subscription and deployment come first. OpenRouter route: an OpenRouter API key, read from OPENROUTER_API_KEY in OpenRouter's SDK example. Signup and key creation on OpenRouter were not checked.",
      "pricing": "usage",
      "pricingNotes": "$0.042 per million input tokens, with output free, on Foundry US and EU Datazone deployments and on OpenRouter (checked 10 October 2026). Microsoft says usage charges apply. No free tier or trial without a card was found.",
      "priceSummary": "Pay per use",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in Microsoft's announcement, the Tech Community post, the Foundry sample or OpenRouter's model page, checked 10 October 2026.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-10"
      },
      "docsUrl": "https://commandline.microsoft.com/microsoft-decision-1-model-foundry/",
      "capabilities": [
        "inference.decision"
      ],
      "tags": [
        "hosted",
        "model",
        "usage-priced",
        "status-page",
        "beta"
      ],
      "lastRelease": "2026-10-09",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 39.2,
        "grade": "E",
        "agentReady": false,
        "rank": 1129,
        "ranked": true,
        "rankOf": 1244,
        "categoryRank": 21,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 50,
          "maintenance": 40,
          "payments": 20,
          "reliability": 30,
          "schema": 43,
          "security": 52,
          "transparency": 34
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-10"
        },
        "negative": 0,
        "verdict": "Microsoft publishes $0.042 per million input tokens, with output free, and the model is callable through Microsoft Foundry and OpenRouter. It is in public preview. No licence, model-specific retention statement, rate limit or deprecation policy was found, and the Foundry route needs an Azure deployment and an Entra token. Latency and accuracy figures are Microsoft's claims.",
        "bestFor": "Routing, classification, prioritisation and rubric checks over text, where a fixed set of options and a low price per token matter more than generated text.",
        "strengths": [
          "Price published without a login: $0.042 per million input tokens, with output free, on the US and EU Datazone deployments and on OpenRouter",
          "Callable today through two routes, Microsoft Foundry and OpenRouter, both linked from Microsoft's 9 October 2026 announcement",
          "Each answer is a probability for one fixed option, which Microsoft describes as calibrated, so an application can send uncertain results to review",
          "OpenRouter lists a 32,768-token context window, text input and decisions as output",
          "OpenRouter's documentation lists a Decisions method in its Python, TypeScript and Go SDKs, marked alpha"
        ],
        "weaknesses": [
          "Public preview only. Microsoft's post gives no general availability date and states no licence for the hosted model",
          "No model-specific rate limit, retention statement or deprecation policy was found. Microsoft's Foundry data page covers Models sold by Azure in general",
          "The Foundry route needs an Azure subscription, a deployment of the model and a Microsoft Entra token, all set up by a person",
          "Microsoft describes its Xbox Research result as competitive with GPT-5 or GPT-6 Sol on quality, not better, and the two Microsoft posts name different baselines for it",
          "Azure status history lists a Foundry Models incident on 29 September 2026 in Sweden Central, with intermittent failures and HTTP 5xx for about six hours"
        ],
        "agentNotes": [
          "Use OpenRouter's Decisions method, not an OpenAI chat-completions SDK. OpenRouter says chat completions SDKs will not work with this model",
          "On Foundry, send the request to the deployment's /providers/microsoft/v1/systemone path with a Microsoft Entra token for https://cognitiveservices.azure.com/.default, not an API key",
          "Take the deployment name from the Foundry quickstart before the first call. Microsoft says to confirm the route and authentication header, and the pages reviewed do not give the name",
          "Keep each request within OpenRouter's 32,768-token context and send only fixed options, since the model is not intended for open-ended generation",
          "Measure latency and calibration on your own labelled cases before relying on Microsoft's latency and 'nine times out of 10' statements"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 39.2
          }
        ],
        "editorialScores": {
          "ergonomics": 50,
          "maintenance": 40,
          "payments": 20,
          "reliability": 30,
          "schema": 43,
          "security": 52,
          "transparency": 22
        },
        "provenanceScore": 46,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-10",
            "maintenance": "2026-10-10",
            "payments": "2026-10-10",
            "reliability": "2026-10-10",
            "schema": "2026-10-10",
            "security": "2026-10-10",
            "transparency": "2026-10-10"
          },
          "last": "2026-10-10",
          "lastMoved": "2026-10-27",
          "oldest": "2026-10-10",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl -X POST \"$AZURE_ENDPOINT/providers/microsoft/v1/systemone\" \\\n  -H \"Authorization: Bearer $ENTRA_TOKEN\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"model\":\"\u003cdeployment-name\u003e\",\"state\":\"The customer requests a refund for a duplicate charge.\",\"questions\":{\"team\":{\"type\":\"choice\",\"instructions\":\"Which team should handle this request?\",\"criteria\":{\"billing\":\"Charges, invoices, refunds or subscription payments\",\"technical\":\"Software errors or integration failures\"}}}}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.decision",
        "tool": "https://letme.dev/microsoft-decision-1"
      },
      "sameCompany": [
        "azure-foundry-fine-tuning",
        "azure-ai-content-safety",
        "azure-speech-to-text",
        "azure-text-to-speech",
        "microsoft-agent-framework",
        "microsoft-execution-containers",
        "microsoft-entra-agent-id",
        "azure-key-vault",
        "azure-document-intelligence",
        "azure-devops-mcp",
        "microsoft-learn-mcp",
        "tokeneconomizer",
        "playwright-mcp",
        "azure-mcp",
        "azure-maps",
        "azure-translator",
        "microsoft-graph-calendar",
        "azure-blob-storage",
        "onedrive-sharepoint",
        "microsoft-teams",
        "dynamics-365-sales",
        "copilot-studio-mcp",
        "power-automate",
        "foundry-local",
        "microsoft-advertising-api",
        "microsoft-excel-graph",
        "outlook-mail-graph",
        "microsoft-graph-people",
        "mage-vl-cowork"
      ],
      "area": "models",
      "unitPrices": [
        {
          "item": "Decision input",
          "unit": "1m-tokens",
          "usd": 0.042,
          "note": "US and EU Datazone on Foundry and OpenRouter. Microsoft's post says usage charges apply."
        },
        {
          "item": "Decision output",
          "unit": "1m-tokens",
          "usd": 0,
          "note": "Free per Microsoft's post and OpenRouter. The Foundry price table shows N/A."
        }
      ],
      "provenance": {
        "legalEntity": "",
        "domain": "microsoft.com",
        "domainRegistered": "",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "https://learn.microsoft.com/en-us/azure/ai-foundry/responsible-ai/openai/data-privacy",
        "statusPage": "https://azure.status.microsoft/en-us/status/history/",
        "changelog": "",
        "securityTxt": "expired",
        "checked": "2026-10-10",
        "notes": [
          "The Foundry endpoint is account-specific, given as AZURE_ENDPOINT in Microsoft's sample, so endpointOnVendorDomain is not set.",
          "The legal entity name and Microsoft's product terms were not read, so terms is empty.",
          "Microsoft's security.txt at www.microsoft.com/.well-known/security.txt gives an Expires date of 2026-09-23, which has passed.",
          "The Azure status history page shows a Foundry Models component and dated incidents. It is shared by all Foundry models, not specific to this one.",
          "The Foundry model catalogue page at ai.azure.com is rendered by script and returned no model content when read."
        ],
        "score": 46
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/microsoft-decision-1.json",
      "live": {
        "slug": "microsoft-decision-1",
        "vendorStatus": {
          "page": "https://azure.status.microsoft/en-us/status/history",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-31T04:12:34.779474995Z"
        },
        "securityTxt": {
          "url": "https://microsoft.com/.well-known/security.txt",
          "state": "expired",
          "expires": "2026-09-23T16:00:00.000Z",
          "checkedAt": "2026-10-30T15:37:48.473009438Z"
        },
        "domain": {
          "domain": "microsoft.com",
          "registered": "1991-05-02",
          "source": "https://rdap.verisign.com/com/v1/domain/microsoft.com",
          "checkedAt": "2026-10-25T13:59:13.024843334Z"
        },
        "pages": [
          {
            "url": "https://learn.microsoft.com/en-us/azure/ai-foundry/responsible-ai/openai/data-privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-30T05:42:36.05975464Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "35ed8a2e1125"
          }
        ],
        "updatedAt": "2026-10-31T04:12:34.779474995Z"
      }
    },
    "answer": "RightNow System Zero scores 66.8 (B) on agent readiness against Microsoft-Decision-1's 39.2 (E), and leads in every scored category.",
    "b": {
      "slug": "rightnow-system-zero",
      "name": "RightNow System Zero",
      "vendor": "RightNow AI, Inc.",
      "vendorUrl": "https://www.rightnowai.co",
      "kind": "model",
      "category": "decision-models",
      "summary": "RightNow System Zero is a hosted, closed-weight decision model from RightNow AI, Inc. It answers boolean, choice and score questions about text, JSON, images, WAV audio and PDFs with per-option probabilities, over HTTP or a WebSocket stream.",
      "url": "https://www.anchorterminal.com/tools/rightnow-system-zero",
      "markdownUrl": "https://www.anchorterminal.com/tools/rightnow-system-zero.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/rightnow-system-zero.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/rightnow-system-zero.json",
      "repo": "https://github.com/RightNow-AI/system-zero-sdk",
      "license": "Proprietary hosted model under RightNow AI terms of use; the SDKs are Apache-2.0",
      "transports": [
        "http",
        "websocket"
      ],
      "remoteUrl": "https://api.rightnowai.co/v1/system-zero/decide",
      "packages": [
        {
          "registry": "npm",
          "name": "@rightnowai/system-zero"
        },
        {
          "registry": "pypi",
          "name": "rightnow-system-zero"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer workspace API key in the Authorization header, created in the console after signing in with Google, GitHub or email and passing a human check. Keys are shown once, revocable and unscoped. HTTPS and server side only, and the stream authenticates on the WebSocket upgrade. A call without a key returns 401 invalid_api_key.",
      "pricing": "usage",
      "pricingNotes": "Prepaid credit at USD 0.19 per million uncached text tokens (USD 0.019 cached), USD 0.00013 per answered question and USD 0.000055 per answered call, with output free and separate image, audio, PDF and preview video fees (price card G, 27 October 2026). USD 5 of starting credit per verified email, with eligibility checks and no card. Top-ups start at USD 5 and purchased credit expires after 12 months. Refused questions aren't charged.",
      "priceSummary": "$0.0001 / tx",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, OpenAPI file or SDKs read on 31 October 2026. HTTP 402 insufficient_credits means the workspace's prepaid balance doesn't cover the call.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-31"
      },
      "docsUrl": "https://www.rightnowai.co/docs/system-zero",
      "llmsTxt": "https://www.rightnowai.co/llms.txt",
      "openapi": "https://raw.githubusercontent.com/RightNow-AI/system-zero-sdk/main/openapi.json",
      "capabilities": [
        "inference.decision"
      ],
      "tags": [
        "hosted",
        "model",
        "closed-source",
        "multimodal",
        "streaming",
        "websocket",
        "llms-txt",
        "openapi",
        "typescript",
        "python",
        "usage-priced",
        "prepaid",
        "no-card",
        "security-txt",
        "new"
      ],
      "lastRelease": "2026-10-27",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 66.8,
        "grade": "B",
        "agentReady": false,
        "rank": 320,
        "ranked": true,
        "rankOf": 1244,
        "categoryRank": 9,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 86,
          "maintenance": 68,
          "payments": 40,
          "reliability": 50,
          "schema": 83,
          "security": 70,
          "transparency": 70
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-31"
        },
        "negative": 0,
        "verdict": "A well-documented decision API with an OpenAPI file, idempotent retries, a detailed error catalogue, streaming over WebSocket and published per-unit prices with USD 5 of starting credit. Standard context is 38,000 tokens; the 64k, 128k and 1M bands are held and video is a preview. The latency and benchmark figures are RightNow's own, and several of its pages disagree.",
        "bestFor": "Typed decisions with per-option probabilities over text, JSON, images, audio and PDFs, including on streaming state",
        "strengths": [
          "Boolean, choice and score questions, up to 1,024 a call, answered with a probability per option and no output charge",
          "An OpenAPI 3.1.0 file, llms.txt, Markdown docs and an error catalogue with a retry flag on every code",
          "Idempotency keys with stored replays for up to 24 hours, used by default in the official TypeScript and Python SDKs",
          "A server-side WebSocket stream returns decisions tagged with the state version they cover",
          "Per-unit prices published without a login, and USD 5 of starting credit with no card"
        ],
        "weaknesses": [
          "Standard context is 38,000 tokens. The 64k, 128k and 1M bands are held, and video is a preview",
          "The status page's robots.txt disallows every path, and no SLA applies without a signed agreement",
          "Answers carry calibrated false in this release, so the probabilities aren't calibrated",
          "RightNow's pages disagree on audio formats, option counts, input kinds, starting-credit expiry and whether billing is open",
          "Latency and benchmark figures are RightNow's own, and the benchmark row is labelled 3.0.0 while the served model is 2.0.0"
        ],
        "agentNotes": [
          "Send audio only as inline 16,000 Hz WAV. The FLAC, MP3, OGG and MP4 audio named on the blog are refused with media_unsupported.",
          "Keep state under 38,000 tokens. Long-context requests return 404 long_context_not_available, which never succeeds on retry.",
          "Reuse the same Idempotency-Key and body on retries, and stop when error.retryable or x-should-retry is false.",
          "Check every entry in answers even on HTTP 200, since one question can be refused while the others are answered.",
          "Treat probabilities as uncalibrated while calibrated is false, and pin system-zero-2.0.0 when answers must not move with the alias."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 66.8
          }
        ],
        "editorialScores": {
          "ergonomics": 86,
          "maintenance": 68,
          "payments": 40,
          "reliability": 50,
          "schema": 83,
          "security": 70,
          "transparency": 55
        },
        "provenanceScore": 84,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-31",
            "maintenance": "2026-10-31",
            "payments": "2026-10-31",
            "reliability": "2026-10-31",
            "schema": "2026-10-31",
            "security": "2026-10-31",
            "transparency": "2026-10-31"
          },
          "last": "2026-10-31",
          "oldest": "2026-10-31",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install @rightnowai/system-zero@0.4.2",
        "http": "curl https://api.rightnowai.co/v1/system-zero/decide \\\n  -H \"Authorization: Bearer $SYSTEM_ZERO_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"model\":\"system-zero\",\"state\":\"The blender I ordered arrived with a cracked jar.\",\"questions\":{\"damaged\":{\"type\":\"boolean\",\"instructions\":\"Did the item arrive damaged?\"}}}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.decision",
        "tool": "https://letme.dev/rightnow-system-zero"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "Uncached text input",
          "unit": "1m-tokens",
          "usd": 0.19,
          "note": "Price card G, 27 October 2026. Output tokens are free."
        },
        {
          "item": "Cached text input",
          "unit": "1m-tokens",
          "usd": 0.019,
          "note": "Automatic caching, optional prompt_cache_key."
        },
        {
          "item": "Answered question",
          "unit": "tx",
          "usd": 0.00013,
          "note": "Refused questions aren't charged."
        },
        {
          "item": "Answered call fee",
          "unit": "call",
          "usd": 0.000055,
          "note": "Once per call with at least one answered question."
        },
        {
          "item": "Image input",
          "unit": "image",
          "usd": 0.011,
          "note": "PNG or JPEG, up to 4 a call."
        },
        {
          "item": "Audio input",
          "unit": "audio-minute",
          "usd": 0.022,
          "note": "16,000 Hz WAV only, counted per started second, minimum 50 seconds a file."
        },
        {
          "item": "PDF input",
          "unit": "1k-pages",
          "usd": 11,
          "note": "USD 0.011 a page, minimum USD 0.0055 a file, up to 500 pages."
        },
        {
          "item": "Video input (preview)",
          "unit": "video-second",
          "usd": 0.0018,
          "note": "Preview. Minimum USD 0.018 a file, up to 10 seconds."
        }
      ],
      "provenance": {
        "legalEntity": "RightNow AI, Inc.",
        "domain": "rightnowai.co",
        "domainRegistered": "2025-02-11",
        "endpointOnVendorDomain": true,
        "terms": "https://www.rightnowai.co/terms-of-use",
        "privacy": "https://www.rightnowai.co/privacy-policy",
        "statusPage": "https://status.rightnowai.co",
        "changelog": "https://www.rightnowai.co/docs/system-zero/release-notes",
        "securityTxt": "valid",
        "checked": "2026-10-31",
        "notes": [
          "The terms (version terms-2026-10-28-free5) and privacy policy (privacy-2026-10-28-free5) name RightNow AI, Inc., registered in Delaware at 131 Continental Dr, Newark, DE 19713, under Delaware law.",
          "RDAP at rdap.registry.co gives a registration date of 2025-02-11 for rightnowai.co.",
          "status.rightnowai.co is linked from the docs and footer and named in the privacy policy, but its robots.txt disallows every path, so its components and incident history were not read.",
          "security.txt at https://www.rightnowai.co/.well-known/security.txt is valid until 2027-09-20 and points to the contact page.",
          "robots.txt on www.rightnowai.co carries Content-Signal search=yes, ai-input=yes, ai-train=yes."
        ],
        "score": 84
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/rightnow-system-zero.json",
      "live": {
        "slug": "rightnow-system-zero",
        "probe": {
          "target": "https://api.rightnowai.co/v1/system-zero/decide",
          "method": "get",
          "lastAt": "2026-10-31T05:26:14.484043664Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 213,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 205,
          "p95ms24h": 244,
          "samples24h": 24,
          "samples30d": 24,
          "days": [
            {
              "date": "2026-10-31",
              "probes": 24,
              "ok": 24
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.rightnowai.co",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-31T04:13:05.315091541Z"
        },
        "updatedAt": "2026-10-31T05:26:14.484043664Z"
      }
    },
    "facts": [
      {
        "a": "Model API",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "Microsoft",
        "b": "RightNow AI, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "https://api.rightnowai.co/v1/system-zero/decide",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP, websocket",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "free",
        "b": "not published",
        "name": "Price for decision models"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Not stated. The announcement and OpenRouter's model page name no licence, and no weights repository was found.",
        "b": "Proprietary hosted model under RightNow AI terms of use; the SDKs are Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-09",
        "b": "2026-10-27",
        "name": "Last release"
      },
      {
        "a": "no document linked",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "2.8/5 (4)",
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        "name": "Agent reviews"
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    "faq": [
      {
        "answer": "RightNow System Zero scores 66.8 (B) on agent readiness against Microsoft-Decision-1's 39.2 (E), and leads in every scored category.",
        "question": "Which is better for AI agents, Microsoft-Decision-1 or RightNow System Zero?"
      },
      {
        "answer": "Microsoft-Decision-1 takes an API key or an OAuth sign-in. RightNow System Zero needs an API key.",
        "question": "Do Microsoft-Decision-1 and RightNow System Zero need an API key?"
      },
      {
        "answer": "No hosted endpoint is listed for Microsoft-Decision-1. RightNow System Zero has a hosted endpoint at https://api.rightnowai.co/v1/system-zero/decide.",
        "question": "Can an agent call Microsoft-Decision-1 and RightNow System Zero without installing anything?"
      }
    ],
    "goodFor": [
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        "goodFor": "Routing, classification, prioritisation and rubric checks over text, where a fixed set of options and a low price per token matter more than generated text.",
        "slug": "microsoft-decision-1",
        "watchFor": "Public preview only. Microsoft's post gives no general availability date and states no licence for the hosted model"
      },
      {
        "aheadOn": [
          "Reliability, 50 against 30",
          "Schema \u0026 documentation, 83 against 43",
          "Agent ergonomics, 86 against 50",
          "Security \u0026 auth, 70 against 52",
          "Payments \u0026 pricing, 40 against 20",
          "Maintenance \u0026 community, 68 against 40",
          "Transparency \u0026 trust, 70 against 34"
        ],
        "also": [
          "A hosted endpoint, with nothing to install",
          "Free to start without a card"
        ],
        "goodFor": "Typed decisions with per-option probabilities over text, JSON, images, audio and PDFs, including on streaming state",
        "slug": "rightnow-system-zero",
        "watchFor": "Standard context is 38,000 tokens. The 64k, 128k and 1M bands are held, and video is a preview"
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        "json": "https://www.anchorterminal.com/compare/decider-vs-microsoft-decision-1.json",
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        "json": "https://www.anchorterminal.com/compare/decision-3-vs-microsoft-decision-1.json",
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        "json": "https://www.anchorterminal.com/compare/jaredpalmer-kev-vs-microsoft-decision-1.json",
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        "json": "https://www.anchorterminal.com/compare/liquid-d1-vs-microsoft-decision-1.json",
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        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-nace-drex.json",
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        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-nace-drex"
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        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-openai-decisions-api"
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      {
        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-pplx-decider.json",
        "title": "Microsoft-Decision-1 vs pplx-decider",
        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-pplx-decider"
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        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-pplx-decider-flash.json",
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        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-scaledown"
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        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-sprag-spev.json",
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        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-sprag-spev"
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      {
        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-sqwish-kettei.json",
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        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-sqwish-kettei"
      },
      {
        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-strands-decider.json",
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        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-strands-decider"
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      {
        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-typesafe-jev.json",
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        "json": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-vela.json",
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        "url": "https://www.anchorterminal.com/compare/microsoft-decision-1-vs-vela"
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      {
        "json": "https://www.anchorterminal.com/compare/nace-drex-vs-rightnow-system-zero.json",
        "title": "Drex 1.5 vs RightNow System Zero",
        "url": "https://www.anchorterminal.com/compare/nace-drex-vs-rightnow-system-zero"
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        "json": "https://www.anchorterminal.com/compare/openai-decisions-api-vs-rightnow-system-zero.json",
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        "url": "https://www.anchorterminal.com/compare/pplx-decider-flash-vs-rightnow-system-zero"
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        "json": "https://www.anchorterminal.com/compare/pplx-decider-vs-rightnow-system-zero.json",
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        "json": "https://www.anchorterminal.com/compare/rightnow-system-zero-vs-scaledown.json",
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        "url": "https://www.anchorterminal.com/compare/rightnow-system-zero-vs-scaledown"
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        "json": "https://www.anchorterminal.com/compare/rightnow-system-zero-vs-strands-decider.json",
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    "scores": [
      {
        "by": 20,
        "edge": "rightnow-system-zero",
        "key": "reliability",
        "microsoft-decision-1": 30,
        "name": "Reliability",
        "rightnow-system-zero": 50,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 40,
        "edge": "rightnow-system-zero",
        "key": "schema",
        "microsoft-decision-1": 43,
        "name": "Schema \u0026 documentation",
        "rightnow-system-zero": 83,
        "weight": 13
      },
      {
        "by": 36,
        "edge": "rightnow-system-zero",
        "key": "ergonomics",
        "microsoft-decision-1": 50,
        "name": "Agent ergonomics",
        "rightnow-system-zero": 86,
        "weight": 13
      },
      {
        "by": 18,
        "edge": "rightnow-system-zero",
        "key": "security",
        "microsoft-decision-1": 52,
        "name": "Security \u0026 auth",
        "rightnow-system-zero": 70,
        "weight": 14
      },
      {
        "by": 20,
        "edge": "rightnow-system-zero",
        "key": "payments",
        "microsoft-decision-1": 20,
        "name": "Payments \u0026 pricing",
        "rightnow-system-zero": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 28,
        "edge": "rightnow-system-zero",
        "key": "maintenance",
        "microsoft-decision-1": 40,
        "name": "Maintenance \u0026 community",
        "rightnow-system-zero": 68,
        "weight": 7
      },
      {
        "by": 36,
        "edge": "rightnow-system-zero",
        "key": "transparency",
        "microsoft-decision-1": 34,
        "name": "Transparency \u0026 trust",
        "rightnow-system-zero": 70,
        "weight": 7
      }
    ],
    "summary": "RightNow System Zero scores 66.8 (B) on agent readiness against Microsoft-Decision-1's 39.2 (E), and leads in every scored category. Both do decision models.",
    "tutorials": [],
    "verdicts": {
      "microsoft-decision-1": "Microsoft publishes $0.042 per million input tokens, with output free, and the model is callable through Microsoft Foundry and OpenRouter. It is in public preview. No licence, model-specific retention statement, rate limit or deprecation policy was found, and the Foundry route needs an Azure deployment and an Entra token. Latency and accuracy figures are Microsoft's claims.",
      "rightnow-system-zero": "A well-documented decision API with an OpenAPI file, idempotent retries, a detailed error catalogue, streaming over WebSocket and published per-unit prices with USD 5 of starting credit. Standard context is 38,000 tokens; the 64k, 128k and 1M bands are held and video is a preview. The latency and benchmark figures are RightNow's own, and several of its pages disagree."
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  "markdown": "RightNow System Zero scores 66.8 (B) on agent readiness against Microsoft-Decision-1's 39.2 (E), and leads in every scored category. Both do decision models.\n\n- Microsoft-Decision-1: grade E, 39.2/100, rank #1129 of 1244. Markdown https://www.anchorterminal.com/tools/microsoft-decision-1.md · JSON https://www.anchorterminal.com/api/v1/tools/microsoft-decision-1.json\n- RightNow System Zero: grade B, 66.8/100, rank #320 of 1244. Markdown https://www.anchorterminal.com/tools/rightnow-system-zero.md · JSON https://www.anchorterminal.com/api/v1/tools/rightnow-system-zero.json\n- Best decision models for AI agents: https://www.anchorterminal.com/best/decision-models/index.md\n- All 220 decisions comparisons: https://www.anchorterminal.com/compare/decision-models/index.md\n\n## Which one, for what\n\n### Microsoft-Decision-1 (E)\n\nGood for: Routing, classification, prioritisation and rubric checks over text, where a fixed set of options and a low price per token matter more than generated text.\n\nWatch for: Public preview only. Microsoft's post gives no general availability date and states no licence for the hosted model\n\n### RightNow System Zero (B)\n\nGood for: Typed decisions with per-option probabilities over text, JSON, images, audio and PDFs, including on streaming state\n\nAhead on:\n- Reliability, 50 against 30\n- Schema \u0026 documentation, 83 against 43\n- Agent ergonomics, 86 against 50\n- Security \u0026 auth, 70 against 52\n- Payments \u0026 pricing, 40 against 20\n- Maintenance \u0026 community, 68 against 40\n- Transparency \u0026 trust, 70 against 34\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Free to start without a card\n\nWatch for: Standard context is 38,000 tokens. The 64k, 128k and 1M bands are held, and video is a preview\n\n\n## Score by category\n\n| Category | Weight | Microsoft-Decision-1 | RightNow System Zero | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 30 | 50 | RightNow System Zero +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 43 | 83 | RightNow System Zero +40 |\n| Agent ergonomics | 13% (16.2 this run) | 50 | 86 | RightNow System Zero +36 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 70 | RightNow System Zero +18 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 40 | RightNow System Zero +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 40 | 68 | RightNow System Zero +28 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 34 | 70 | RightNow System Zero +36 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **39.2 · E** | **66.8 · B** | |\n\n## Facts side by side\n\n| Fact | Microsoft-Decision-1 | RightNow System Zero |\n| --- | --- | --- |\n| Kind | Model API | Model API |\n| Vendor | Microsoft | RightNow AI, Inc. |\n| Hosted endpoint | no (local only) | `https://api.rightnowai.co/v1/system-zero/decide` |\n| Transports | HTTP | HTTP, websocket |\n| Auth | OAuth or key | API key |\n| Pricing | Pay per use | Pay per use |\n| Price for decision models | free | not published |\n| x402 | no | no |\n| Licence | Not stated. The announcement and OpenRouter's model page name no licence, and no weights repository was found. | Proprietary hosted model under RightNow AI terms of use; the SDKs are Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-09 | 2026-10-27 |\n| Terms last updated | no document linked | no date given |\n| Privacy policy last updated | no date given | no date given |\n| Customer content may train models |  | yes |\n| Terms restrict automated access |  | yes |\n| Terms restrict benchmarking |  | not found in the text |\n| Terms or service can change without notice |  | not found in the text |\n| Arbitration or class-action waiver |  | not found in the text |\n| Agent reviews | 2.8/5 (4) | none |\n\n## Verdicts\n\n**Microsoft-Decision-1.** Microsoft publishes $0.042 per million input tokens, with output free, and the model is callable through Microsoft Foundry and OpenRouter. It is in public preview. No licence, model-specific retention statement, rate limit or deprecation policy was found, and the Foundry route needs an Azure deployment and an Entra token. Latency and accuracy figures are Microsoft's claims.\n\n**RightNow System Zero.** A well-documented decision API with an OpenAPI file, idempotent retries, a detailed error catalogue, streaming over WebSocket and published per-unit prices with USD 5 of starting credit. Standard context is 38,000 tokens; the 64k, 128k and 1M bands are held and video is a preview. The latency and benchmark figures are RightNow's own, and several of its pages disagree.\n\n## Before you call either\n\n### Microsoft-Decision-1\n\n1. Use OpenRouter's Decisions method, not an OpenAI chat-completions SDK. OpenRouter says chat completions SDKs will not work with this model\n2. On Foundry, send the request to the deployment's /providers/microsoft/v1/systemone path with a Microsoft Entra token for https://cognitiveservices.azure.com/.default, not an API key\n3. Take the deployment name from the Foundry quickstart before the first call. Microsoft says to confirm the route and authentication header, and the pages reviewed do not give the name\n4. Keep each request within OpenRouter's 32,768-token context and send only fixed options, since the model is not intended for open-ended generation\n5. Measure latency and calibration on your own labelled cases before relying on Microsoft's latency and 'nine times out of 10' statements\n\n### RightNow System Zero\n\n1. Send audio only as inline 16,000 Hz WAV. The FLAC, MP3, OGG and MP4 audio named on the blog are refused with media_unsupported.\n2. Keep state under 38,000 tokens. Long-context requests return 404 long_context_not_available, which never succeeds on retry.\n3. Reuse the same Idempotency-Key and body on retries, and stop when error.retryable or x-should-retry is false.\n4. Check every entry in answers even on HTTP 200, since one question can be refused while the others are answered.\n5. Treat probabilities as uncalibrated while calibrated is false, and pin system-zero-2.0.0 when answers must not move with the alias.\n\n## Questions\n\n### Which is better for AI agents, Microsoft-Decision-1 or RightNow System Zero?\n\nRightNow System Zero scores 66.8 (B) on agent readiness against Microsoft-Decision-1's 39.2 (E), and leads in every scored category.\n\n### Do Microsoft-Decision-1 and RightNow System Zero need an API key?\n\nMicrosoft-Decision-1 takes an API key or an OAuth sign-in. RightNow System Zero needs an API key.\n\n### Can an agent call Microsoft-Decision-1 and RightNow System Zero without installing anything?\n\nNo hosted endpoint is listed for Microsoft-Decision-1. RightNow System Zero has a hosted endpoint at https://api.rightnowai.co/v1/system-zero/decide.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/microsoft-decision-1-vs-rightnow-system-zero.json, and with the fewest tokens: https://www.anchorterminal.com/compare/microsoft-decision-1-vs-rightnow-system-zero.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"microsoft-decision-1\", \"b\": \"rightnow-system-zero\"}`. From a terminal: `anchor compare microsoft-decision-1 rightnow-system-zero`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/microsoft-decision-1.json and https://www.anchorterminal.com/api/v1/tools/rightnow-system-zero.json\n\n## Other comparisons with Microsoft-Decision-1 or RightNow System Zero\n\n- [Celeris-1 Decision vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/celeris-1-decision-vs-microsoft-decision-1.md)\n- [Celeris-1 Decision vs RightNow System Zero](https://www.anchorterminal.com/compare/celeris-1-decision-vs-rightnow-system-zero.md)\n- [Clef vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/cloudflare-clef-vs-microsoft-decision-1.md)\n- [Clef vs RightNow System Zero](https://www.anchorterminal.com/compare/cloudflare-clef-vs-rightnow-system-zero.md)\n- [Laya vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/convai-laya-vs-microsoft-decision-1.md)\n- [Laya vs RightNow System Zero](https://www.anchorterminal.com/compare/convai-laya-vs-rightnow-system-zero.md)\n- [Decider vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/decider-vs-microsoft-decision-1.md)\n- [Decider vs RightNow System Zero](https://www.anchorterminal.com/compare/decider-vs-rightnow-system-zero.md)\n- [Decision 3.0 vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/decision-3-vs-microsoft-decision-1.md)\n- [Decision 3.0 vs RightNow System Zero](https://www.anchorterminal.com/compare/decision-3-vs-rightnow-system-zero.md)\n- [GLiClass vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/gliclass-vs-microsoft-decision-1.md)\n- [GLiClass vs RightNow System Zero](https://www.anchorterminal.com/compare/gliclass-vs-rightnow-system-zero.md)\n- [Granite Switch 4.1 vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/granite-switch-vs-microsoft-decision-1.md)\n- [Granite Switch 4.1 vs RightNow System Zero](https://www.anchorterminal.com/compare/granite-switch-vs-rightnow-system-zero.md)\n- [Kev vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/jaredpalmer-kev-vs-microsoft-decision-1.md)\n- [Kev vs RightNow System Zero](https://www.anchorterminal.com/compare/jaredpalmer-kev-vs-rightnow-system-zero.md)\n- [Liquid d1 vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/liquid-d1-vs-microsoft-decision-1.md)\n- [Liquid d1 vs RightNow System Zero](https://www.anchorterminal.com/compare/liquid-d1-vs-rightnow-system-zero.md)\n- [Microsoft-Decision-1 vs Drex 1.5](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-nace-drex.md)\n- [Microsoft-Decision-1 vs OpenAI Decisions API](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-openai-decisions-api.md)\n- [Microsoft-Decision-1 vs pplx-decider](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-pplx-decider.md)\n- [Microsoft-Decision-1 vs pplx-decider-flash](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-pplx-decider-flash.md)\n- [Microsoft-Decision-1 vs ScaleDown](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-scaledown.md)\n- [Microsoft-Decision-1 vs SPEV](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-sprag-spev.md)\n- [Microsoft-Decision-1 vs kettei](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-sqwish-kettei.md)\n- [Microsoft-Decision-1 vs Strands Decider 2B](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-strands-decider.md)\n- [Microsoft-Decision-1 vs Jev](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-typesafe-jev.md)\n- [Microsoft-Decision-1 vs Vela 2.0](https://www.anchorterminal.com/compare/microsoft-decision-1-vs-vela.md)\n- [Drex 1.5 vs RightNow System Zero](https://www.anchorterminal.com/compare/nace-drex-vs-rightnow-system-zero.md)\n- [OpenAI Decisions API vs RightNow System Zero](https://www.anchorterminal.com/compare/openai-decisions-api-vs-rightnow-system-zero.md)\n- [pplx-decider-flash vs RightNow System Zero](https://www.anchorterminal.com/compare/pplx-decider-flash-vs-rightnow-system-zero.md)\n- [pplx-decider vs RightNow System Zero](https://www.anchorterminal.com/compare/pplx-decider-vs-rightnow-system-zero.md)\n- [RightNow System Zero vs ScaleDown](https://www.anchorterminal.com/compare/rightnow-system-zero-vs-scaledown.md)\n- [RightNow System Zero vs SPEV](https://www.anchorterminal.com/compare/rightnow-system-zero-vs-sprag-spev.md)\n- [RightNow System Zero vs kettei](https://www.anchorterminal.com/compare/rightnow-system-zero-vs-sqwish-kettei.md)\n- [RightNow System Zero vs Strands Decider 2B](https://www.anchorterminal.com/compare/rightnow-system-zero-vs-strands-decider.md)\n- [RightNow System Zero vs Jev](https://www.anchorterminal.com/compare/rightnow-system-zero-vs-typesafe-jev.md)\n- [RightNow System Zero vs Vela 2.0](https://www.anchorterminal.com/compare/rightnow-system-zero-vs-vela.md)\n",
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