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Tev1-4B-experimental vs Celeris-1 Decision

Celeris-1 Decision is cheaper per 1,000 decisions. Choose on whichever of accuracy, calibration and cost matters most for your decisions.

SpecTev1-4B-experimentalCeleris-1 Decision
ProviderTogetherCeleris
Decision Index score34.1—
Calibration error (ECE)0.104—
Median latency (p50)36 ms—
Cost per 1,000 decisions$0.0084$0.0080
Parameters5B—
Open weightsYesNo
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismDecoder LM with a decision readoutDiffusion LM
License—proprietary

FAQ

Is Tev1-4B-experimental or Celeris-1 Decision 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, Tev1-4B-experimental or Celeris-1 Decision?

No calibration difference between Tev1-4B-experimental and Celeris-1 Decision is recorded yet.

Is Tev1-4B-experimental or Celeris-1 Decision cheaper per 1,000 decisions?

Celeris-1 Decision is cheaper: about $0.0080 vs $0.0084 per 1,000 decisions at 200 input tokens each.

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.