Head to head · Decision models · October 2026 research run
Decider vs Microsoft-Decision-1
Decider scores 69.5 (B) on agent readiness against Microsoft-Decision-1's 39 (E), and leads in 6 of 7 scored categories. Microsoft-Decision-1 leads on security & auth. Both do decision models. Microsoft-Decision-1 is cheaper for decision models, $0 against $0 per 1M tokens.
Best decision models for AI agents · All 91 decisions comparisons
Which one, for what
Decider B
Best for Local classification, routing, triage and checks where a team wants open weights in several sizes and a Jev-shaped route.
Ahead on
- Reliability, 90 against 30
- Schema & documentation, 78 against 43
- Agent ergonomics, 80 against 50
- Payments & pricing, 60 against 20
- Maintenance & community, 87 against 40
- Transparency & trust, 46 against 32
Also in its favour
- No key needed to call it
- Open source
Watch for
The local server has no authentication option. It binds to 127.0.0.1 since 1.7.1
Best 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.
Ahead on
- Security & auth, 52 against 38
Also in its favour
- Cheaper for decision models, $0 against $0 per 1M tokens
Watch for
Public preview only. Microsoft's post gives no general availability date and states no licence for the hosted model
Score by category
| Category | Weight this run | Decider | Microsoft-Decision-1 | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 90 | 30 | Decider +60 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 78 | 43 | Decider +35 |
| Agent ergonomics | 13%16.2 | 80 | 50 | Decider +30 |
| Security & auth | 14%17.5 | 38 | 52 | Microsoft-Decision-1 +14 |
| Payments & pricing | 10%12.5 | 60 | 20 | Decider +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 87 | 40 | Decider +47 |
| Transparency & trust | 7%8.8 | 46 | 32 | Decider +14 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 69.5/100 | E 39/100 |
Facts side by side
| Fact | Decider | Microsoft-Decision-1 |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Mark Marosi (Mapika) | Microsoft |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | HTTP |
| Auth | None | OAuth or key |
| Pricing | Free | Pay per use |
| Price for decision models | free | free |
| x402 | no | no |
| Licence | Apache-2.0 (code and weights) | Not stated. The announcement and OpenRouter's model page name no licence, and no weights repository was found. |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-10-07 | 2026-10-09 |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | 1.1k stars, 2.7k PyPI/wk | none |
Verdicts
Decider
An Apache-2.0 decision model family with a dated changelog, passing CI, 21 package releases since 22 September 2026 and model cards that list measured regressions. One person maintains it, the local server has no authentication option, states over 32,768 tokens are cut without an error, and no security policy is published.
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.
Before you call either
Decider
- Pin weights by Hub tag (
v10,v2) when results must repeat. Themainbranch of each model repository changes with new versions - Read
x_p_maxfor the top probability. Since 1.3.0confidenceon choice and score answers follows TypeSafe's rescaled definition, not the top probability - Keep the server on 127.0.0.1 or put an authenticating proxy in front. It has no key option
- Count state tokens before sending. Over 32,768 the state is cut silently, and
/decidecaps context at 1,536 tokens - Split multi-step arithmetic or multi-hop judgements into several questions, and don't write long rules into a question. The README says both fail
Microsoft-Decision-1
- 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
Questions
Which is better for AI agents, Decider or Microsoft-Decision-1?
Decider scores 69.5 (B) on agent readiness against Microsoft-Decision-1's 39 (E), and leads in 6 of 7 scored categories. Microsoft-Decision-1 leads on security & auth.
Which is cheaper for decision models, Decider or Microsoft-Decision-1?
Decider, at free against free for Microsoft-Decision-1. These are the vendors' published prices for the job.
Do Decider and Microsoft-Decision-1 need an API key?
Decider needs no key. Microsoft-Decision-1 takes an API key or an OAuth sign-in.
Can an agent call Decider and Microsoft-Decision-1 without installing anything?
No hosted endpoint is listed for Decider. No hosted endpoint is listed for Microsoft-Decision-1.
Are Decider and Microsoft-Decision-1 open source?
Decider is open source (Apache-2.0 (code and weights)). No open-source release is listed for Microsoft-Decision-1.
Other comparisons with Decider or Microsoft-Decision-1
- Celeris-1 Decision vs Decider
- Celeris-1 Decision vs Microsoft-Decision-1
- Clef vs Decider
- Clef vs Microsoft-Decision-1
- Laya vs Decider
- Laya vs Microsoft-Decision-1
- Decider vs GLiClass
- Decider vs Kev
- Decider vs Liquid d1
- Decider vs Drex 1.5
- Decider vs OpenAI Decisions API
- Decider vs pplx-decider
- Decider vs Strands Decider 2B
- Decider vs Jev
- Decider vs Vela 2.0
- GLiClass vs Microsoft-Decision-1
- Kev vs Microsoft-Decision-1
- Liquid d1 vs Microsoft-Decision-1
- Microsoft-Decision-1 vs Drex 1.5
- Microsoft-Decision-1 vs OpenAI Decisions API
- Microsoft-Decision-1 vs pplx-decider
- Microsoft-Decision-1 vs Strands Decider 2B
- Microsoft-Decision-1 vs Jev
- Microsoft-Decision-1 vs Vela 2.0
Machine-readable
- This page as Markdown
/compare/decider-vs-microsoft-decision-1.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/decider.json·/api/v1/tools/microsoft-decision-1.json - From a terminal
anchor compare decider microsoft-decision-1(the CLI) - Over MCP
compare_tools {"a": "decider", "b": "microsoft-decision-1"}at/mcp, no key