sonda-1.1-4B vs amos-1-medium
sonda-1.1-4B and amos-1-medium have no measured difference in accuracy, calibration or cost in our data yet.
| Spec | sonda-1.1-4B | amos-1-medium |
|---|---|---|
| Provider | Mr-Shmoo | Scira (mukaddamzaid) |
| Decision Index score | — | — |
| Calibration error (ECE) | — | — |
| Median latency (p50) | — | — |
| Cost per 1,000 decisions | — | — |
| Parameters | 4B | — |
| Open weights | Yes | Yes |
| Question types | Choice (one of N options), Score (ordered rubric), Yes / no | Choice (one of N options), Score (ordered rubric), Yes / no |
| Mechanism | Decoder LM with a decision readout | Decoder LM with a decision readout |
| License | apache-2.0 | apache-2.0 |
FAQ
Is sonda-1.1-4B or amos-1-medium more accurate?
At least one of the two has no Jev Decision Index score yet, so their accuracy cannot be compared here.
Which is better calibrated, sonda-1.1-4B or amos-1-medium?
No calibration difference between sonda-1.1-4B and amos-1-medium is recorded yet.
Is sonda-1.1-4B or amos-1-medium cheaper per 1,000 decisions?
A hosted price is not recorded for both models; open-weight models cost the compute you run them on.
Cost per 1,000 decisions assumes 200 input tokens per decision. Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.