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DecisionTune 1.0 vs ScaleDown Classify-1

DecisionTune 1.0 and ScaleDown Classify-1 have no measured difference in accuracy, calibration or cost in our data yet.

SpecDecisionTune 1.0ScaleDown Classify-1
ProviderDecisionTuneScaleDown
Decision Index score16.7—
Calibration error (ECE)0.147—
Median latency (p50)14 ms—
Cost per 1,000 decisions—$0.0080
Parameters395M—
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 DecisionTune 1.0 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, DecisionTune 1.0 or ScaleDown Classify-1?

No calibration difference between DecisionTune 1.0 and ScaleDown Classify-1 is recorded yet.

Is DecisionTune 1.0 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.