Compare · Last verified 2026-10-16
Compare agent & decision APIs and agent tools
Pick 2–4 of 22 APIs or 11 free agent tools. Checks and short values are distilled from our dated, source-linked facts. Tap a row to see its sources. Share a grid with ?apis= or ?tools= links.
Quick picksOpenAI Decisions vs JevMicrosoft-Decision-1 vs JevOpenAI Decisions vs Microsoft-Decision-1Jev vs Cloudflare ClefOpenAI Decisions vs Cloudflare Clef
| yes no — unverified n/a not applicable not pub. not published by vendor | BetaOpenAI Decisions APIOpenAIFull page → | Stable 1.13; 1.14 previewJev (TypeSafe AI)TypeSafe AIFull page → | Public previewMicrosoft-Decision-1Microsoft (Foundry)Full page → |
|---|---|---|---|
| Overview | |||
| Beta | Stable 1.13; 1.14 preview | Public preview | |
| Decision model | Decision model | Decision model | |
| API key (Bearer) | API key (Bearer) | Entra ID or API key | |
| Pricing | |||
| $0.10/1M in | $0.042/1M in | $0.042/1M in | |
| not pub.Not published by vendor | not pub.Not published by vendor | not pub.Not published by vendor | |
| No | not pub.Not published by vendor | not pub.Not published by vendor | |
| Capabilities | |||
| No | not pub.Not published by vendor | not pub.Not published by vendor | |
| No | not pub.Not published by vendor | not pub.Not published by vendor | |
| not pub.Not published by vendor | not pub.Not published by vendor | not pub.Not published by vendor | |
| not pub.Not published by vendor | not pub.Not published by vendor | not pub.Not published by vendor | |
| not pub.Not published by vendor | No | not pub.Not published by vendor | |
| Yes | Yes | not pub.Not published by vendor | |
| not pub.Not published by vendor | not pub.Not published by vendor | not pub.Not published by vendor | |
| Limits | |||
| Not published | 64k (262k long mode) | 32,768 tokens | |
| Not published | Per org (console only) | Per-deployment quota | |
| Trust | |||
| No | No | No | |
| Yes | not pub.Not published by vendor | Yes | |
| 2026-10-16 | 2026-10-16 | 2026-10-16 | |
| 5 sources | 4 sources | 3 sources | |
Head-to-head write-ups
- OpenAI Decisions vs Jev
- Microsoft-Decision-1 vs Jev
- OpenAI Decisions vs Microsoft-Decision-1
- Jev vs Cloudflare Clef
- OpenAI Decisions vs Cloudflare Clef
Explainers
- Decision model vs LLM: Decision models (OpenAI Decisions, Microsoft-Decision-1, Jev, Perplexity pplx-decider) return probabilities for options you define and bill input tokens only; LLMs with structured output return a label or JSON with no documented probability. Verified prices, a 1M-ticket cost example, and when to use each.