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ScaleDown Classify-1 vs ezjev 4B s2

ScaleDown Classify-1 and ezjev 4B s2 have no measured difference in accuracy, calibration or cost in our data yet.

SpecScaleDown Classify-1ezjev 4B s2
ProviderScaleDowneverettjf
Decision Index score—47.0
Calibration error (ECE)—0.063
Median latency (p50)—36 ms
Cost per 1,000 decisions$0.0080—
Parameters—5B
Open weightsNoYes
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismEncoder classifierDecoder LM with a decision readout
Licenseproprietaryother

FAQ

Is ScaleDown Classify-1 or ezjev 4B s2 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, ScaleDown Classify-1 or ezjev 4B s2?

No calibration difference between ScaleDown Classify-1 and ezjev 4B s2 is recorded yet.

Is ScaleDown Classify-1 or ezjev 4B s2 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.