{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "AnotiaWang/awesome-decision-models",
 "name": "awesome-decision-models",
 "owner": "AnotiaWang",
 "slug": "anotiawang-awesome-decision-models",
 "github": "https://github.com/AnotiaWang/awesome-decision-models",
 "what": "A curated, community-maintained list of decision models (models that return option probabilities instead of generated text), with the hosted APIs, open-weight models, runtimes, SDKs, benchmarks, and papers around them.",
 "why": "",
 "language": "Python",
 "requirements": [
  "A web browser to open the repo's README and the linked provider docs",
  "An account and API key for the hosted provider you choose (for example TypeSafe console, OpenRouter, or Microsoft Foundry)",
  "For local runs: Ollama installed, or a Python environment with the package named in the model's own page",
  "A list of your own options (labels, tool names, or rubric levels) to score"
 ],
 "audience_note": "Developers and AI agent builders who need to classify, route, or gate inputs and want to compare decision models before picking one.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/anotiawang-awesome-decision-models/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "anotiawang-awesome-decision-models--route-support-tickets-with-hosted-decision-api",
   "title": "Route support tickets with a hosted decision API",
   "best": true,
   "url": "https://dedupedai.com/use-cases/anotiawang-awesome-decision-models/route-support-tickets-with-hosted-decision-api/",
   "json": "https://dedupedai.com/use-cases/u/anotiawang-awesome-decision-models/route-support-tickets-with-hosted-decision-api.json"
  },
  {
   "id": "anotiawang-awesome-decision-models--run-small-open-decision-model-locally",
   "title": "Run a small open decision model locally",
   "best": false,
   "url": "https://dedupedai.com/use-cases/anotiawang-awesome-decision-models/run-small-open-decision-model-locally/",
   "json": "https://dedupedai.com/use-cases/u/anotiawang-awesome-decision-models/run-small-open-decision-model-locally.json"
  },
  {
   "id": "anotiawang-awesome-decision-models--check-agent-tool-calls-before-they-run",
   "title": "Check agent tool calls before they run",
   "best": false,
   "url": "https://dedupedai.com/use-cases/anotiawang-awesome-decision-models/check-agent-tool-calls-before-they-run/",
   "json": "https://dedupedai.com/use-cases/u/anotiawang-awesome-decision-models/check-agent-tool-calls-before-they-run.json"
  },
  {
   "id": "anotiawang-awesome-decision-models--flag-risky-behavior-in-ai-traces",
   "title": "Flag risky behavior in AI traces with Span-01",
   "best": false,
   "url": "https://dedupedai.com/use-cases/anotiawang-awesome-decision-models/flag-risky-behavior-in-ai-traces/",
   "json": "https://dedupedai.com/use-cases/u/anotiawang-awesome-decision-models/flag-risky-behavior-in-ai-traces.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}