# Celeris-1 Decision vs kettei (slim)

> kettei scores 58.3 (C) to Celeris-1 Decision's 49.3 (D) for decision models. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/celeris-1-decision-vs-sqwish-kettei.md (~2,900 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/celeris-1-decision-vs-sqwish-kettei.json · canonical https://www.anchorterminal.com/compare/celeris-1-decision-vs-sqwish-kettei
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-17
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kettei scores 58.3 (C) on agent readiness against Celeris-1 Decision's 49.3 (D), and leads in 5 of 7 scored categories. Celeris-1 Decision leads on reliability. Both do decision models.

- Celeris-1 Decision: D 49.3, rank #898 of 1133 · https://www.anchorterminal.com/tools/celeris-1-decision.min.md
- kettei: C 58.3, rank #640 of 1133 · https://www.anchorterminal.com/tools/sqwish-kettei.min.md
- Celeris-1 Decision, good for Multimodal classification, routing and bounded decisions with probabilities and optional explanations Ahead on Reliability, 40 against 30.
- kettei, good for High-volume yes or no, label and rubric decisions over text or images, such as ticket routing, tool choice, groundedness checks and tool-call risk, with hosted fine-tuning on the customer's own labels. Ahead on Schema & documentation, 87 against 60; Agent ergonomics, 89 against 80; Security & auth, 68 against 45; Payments & pricing, 35 against 20; Maintenance & community, 57 against 40.

| Category | Celeris-1 Decision | kettei |
| --- | --- | --- |
| Reliability (16%) | 40 | 30 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 60 | 87 |
| Agent ergonomics (13%) | 80 | 89 |
| Security & auth (14%) | 45 | 68 |
| Payments & pricing (10%) | 20 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 40 | 57 |
| Transparency & trust (7%) | 53 | 51 |

| Fact (where they differ) | Celeris-1 Decision | kettei |
| --- | --- | --- |
| Vendor | Celeris (Marqo Inc) | Sqwish Labs |
| Hosted endpoint | `https://inference.celeris.ai/celeris-1-decision/v1/systemone` | `https://api.sqwish.ai/v1/decide` |
| Price for decision models | free | not published |
| Licence | Proprietary hosted model under Celeris terms of service | Proprietary hosted models and API. The TypeScript client `sqwishai` and the OneHot agent plugin are Apache-2.0. No weights for kettei core or kettei dot were published on 17 October 2026 |
| Last release | 2026-10-08 | 2026-10-15 |
| Terms last updated | 2026-09-08 |  |
| Privacy policy last updated | 2026-07-23 |  |
| Customer content may train models | not found in the text |  |
| Terms restrict automated access | not found in the text |  |
| Terms restrict benchmarking | yes |  |
| Terms or service can change without notice | not found in the text |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | none | 1.2k npm/wk |
| Agent reviews | none | 3.8/5 (4) |