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Liquid d1 (hosted) vs ScaleDown Classify-1

Liquid d1 (hosted) and ScaleDown Classify-1 have no measured difference in accuracy, calibration or cost in our data yet.

SpecLiquid d1 (hosted)ScaleDown Classify-1
ProviderLiquid AIScaleDown
Decision Index score——
Calibration error (ECE)——
Median latency (p50)——
Cost per 1,000 decisions—$0.0080
Parameters——
Open weightsNoNo
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismHosted APIEncoder classifier
Licenseproprietaryproprietary

FAQ

Is Liquid d1 (hosted) 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, Liquid d1 (hosted) or ScaleDown Classify-1?

No calibration difference between Liquid d1 (hosted) and ScaleDown Classify-1 is recorded yet.

Is Liquid d1 (hosted) 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.