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HEAD TO HEAD
Liquid AI: d1 and SAGEA: mira, compared on what they decide, where they run, what they cost and what their publishers report.
| Property | liquid-ai/d1 | sagea/mira |
|---|---|---|
| Summary | Liquid AI's first decision model, served only through the Liquid API. Returns Choice, Score and Noul answers with probability distributions and zero output tokens, on the /v1/systemone request shape used by TypeSafe's SDK. | Small open typed-decision model with calibrated probabilities, first-class Nepali coverage. |
| Decides | choice, score, noul, classify, route | choice, score, noul, classify, route |
| Architecture | d1 | mira |
| Fine-tuned from | — | jhu-clsp/mmbert-small |
| License | proprietary | apache-2.0 |
| Availability | Hosted API | Open weights |
| Hosted by | Liquid AI | — |
| Input price | — | — |
| Decision accuracy | — | 74.5% |
| Calibration error | — | 0.025 |
| Valid action rate | — | 100.0% |
| Median latency | — | 30 ms |
| p95 latency | — | 43 ms |
| Evaluation suite | — | s1-decision-bench |
| Latest version | 2026.09 | 0.1.4 |
Figures are from each model’s manifest; accuracy and latency are what the publishers report, on their own suites and hardware. Add a third model.
d1 is from Liquid AI and mira from SAGEA. d1 is only available as a hosted API; mira has open weights you can download and run. Both answer choice, score, noul, classify and route questions. d1 is licensed proprietary; mira, apache-2.0.
Only mira publishes an accuracy figure (74.5% on s1-decision-bench); d1 does not, so there is no comparison to make without your own test.
d1: Hosted, price not published. mira: Free (open weights). Open weights cost nothing per call beyond your own hardware.
mira yes — systemone pull sagea/mira downloads its weights. The other is only served as a hosted API.
| Variants | — | — |
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| Size of latest version | — | 568.9 MB |
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| Files | 0 | 13 |
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| Downloads | 0 | 7 |
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| Stars | 0 | 1 |
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| Tags | system-one, hosted, liquid | routing, nepali, nepal, calibration, cpu |
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| Updated | Sep 30, 2026 | Oct 1, 2026 |
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