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Jev schema scorer vs ScaleDown Classify-1

Jev schema scorer and ScaleDown Classify-1 have no measured difference in accuracy, calibration or cost in our data yet.

SpecJev schema scorerScaleDown Classify-1
ProvidermobarmgScaleDown
Decision Index score——
Calibration error (ECE)——
Median latency (p50)——
Cost per 1,000 decisions—$0.0080
Parameters435M—
Open weightsYesNo
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismEncoder classifierEncoder classifier
LicenseApache 2.0proprietary

FAQ

Is Jev schema scorer or ScaleDown Classify-1 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, Jev schema scorer or ScaleDown Classify-1?

No calibration difference between Jev schema scorer and ScaleDown Classify-1 is recorded yet.

Is Jev schema scorer or ScaleDown Classify-1 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.