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Instinct Dual 4B vs ScaleDown Classify-1

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

SpecInstinct Dual 4BScaleDown Classify-1
ProviderZooWorkScaleDown
Decision Index score——
Calibration error (ECE)——
Median latency (p50)——
Cost per 1,000 decisions—$0.0080
Parameters4B—
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 Instinct Dual 4B 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, Instinct Dual 4B or ScaleDown Classify-1?

No calibration difference between Instinct Dual 4B and ScaleDown Classify-1 is recorded yet.

Is Instinct Dual 4B 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.