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amos-1-large vs Decider 31B (NVFP4)

amos-1-large and Decider 31B (NVFP4) have no measured difference in accuracy, calibration or cost in our data yet.

Specamos-1-largeDecider 31B (NVFP4)
ProviderScira (mukaddamzaid)Mapika
Decision Index score—64.6
Calibration error (ECE)—0.024
Median latency (p50)—72 ms
Cost per 1,000 decisions——
Parameters—33B
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-large or Decider 31B (NVFP4) 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-large or Decider 31B (NVFP4)?

No calibration difference between amos-1-large and Decider 31B (NVFP4) is recorded yet.

Is amos-1-large or Decider 31B (NVFP4) 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.