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amos-1-large vs System One Qwen3.5 4B scorer

amos-1-large and System One Qwen3.5 4B scorer have no measured difference in accuracy, calibration or cost in our data yet.

Specamos-1-largeSystem One Qwen3.5 4B scorer
ProviderScira (mukaddamzaid)pngwn
Decision Index score——
Calibration error (ECE)——
Median latency (p50)——
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-2.0Non-commercial

FAQ

Is amos-1-large or System One Qwen3.5 4B scorer 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 System One Qwen3.5 4B scorer?

No calibration difference between amos-1-large and System One Qwen3.5 4B scorer is recorded yet.

Is amos-1-large or System One Qwen3.5 4B scorer 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.