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amos-1-medium vs Kas 4B

amos-1-medium and Kas 4B have no measured difference in accuracy, calibration or cost in our data yet.

Specamos-1-mediumKas 4B
ProviderScira (mukaddamzaid)kpiya
Decision Index score—36.7
Calibration error (ECE)—0.098
Median latency (p50)—69 ms
Cost per 1,000 decisions——
Parameters—4B
Open weightsYesYes
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismDecoder LM with a decision readoutDecoder LM with a decision readout
Licenseapache-2.0apache-2.0

FAQ

Is amos-1-medium or Kas 4B 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, amos-1-medium or Kas 4B?

No calibration difference between amos-1-medium and Kas 4B is recorded yet.

Is amos-1-medium or Kas 4B 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.