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Telnyx: decision-flash and SAGEA: mira, compared on what they decide, where they run, what they cost and what their publishers report.
| Property | telnyx/decision-flash | sagea/mira |
|---|---|---|
| Summary | Telnyx's hosted decision models, in beta on Telnyx Inference. One request carries shared state and up to 64 typed questions (choice, yes/no noul, ordered score) and returns a probability per option, with no generated text, on a TypeSafe-compatible /v1/systemone route. | Small open typed-decision model with calibrated probabilities, first-class Nepali coverage. |
| Decides | choice, score, noul, classify, route | choice, score, noul, classify, route |
| Architecture | telnyx-decision | mira |
| Fine-tuned from | — | jhu-clsp/mmbert-small |
| License | proprietary | apache-2.0 |
| Availability | Hosted API | Open weights |
| Hosted by | Telnyx | — |
| Input price | $0.035/MTok | — |
| Decision accuracy | — | 61.3% |
| Calibration error | — | 0.083 |
| Valid action rate | — | 100.0% |
| Median latency | — | 30 ms |
| p95 latency | — | 43 ms |
| Evaluation suite | — | s1-decision-bench |
| Latest version | 2026.09 | 0.1.5 |
| Variants | — | — |
| Size of latest version | — | 568.8 MB |
| Files | 0 | 12 |
| Downloads | 0 | 112 |
| Stars | 0 | 1 |
| Tags | system-one, hosted, typesafe-compatible, voice-agents | routing, nepali, nepal, calibration, cpu |
| Updated | Oct 7, 2026 | Oct 6, 2026 |
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.
decision-flash is from Telnyx and mira from SAGEA. decision-flash 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. decision-flash is licensed proprietary; mira, apache-2.0.
Only mira publishes an accuracy figure (61.3% on s1-decision-bench); decision-flash does not, so there is no comparison to make without your own test.
decision-flash: $0.035 / $0 per 1M. 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.