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Celeris-1 Decision vs Ryotide Qwen v0.3.1

Celeris-1 Decision and Ryotide Qwen v0.3.1 have no measured difference in accuracy, calibration or cost in our data yet.

SpecCeleris-1 DecisionRyotide Qwen v0.3.1
ProviderCeleriscsabag
Decision Index score—37.0
Calibration error (ECE)—0.092
Median latency (p50)—81 ms
Cost per 1,000 decisions$0.0080—
Parameters—4B
Open weightsNoYes
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismDiffusion LMDecoder LM with a decision readout
Licenseproprietary—

FAQ

Is Celeris-1 Decision or Ryotide Qwen v0.3.1 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, Celeris-1 Decision or Ryotide Qwen v0.3.1?

No calibration difference between Celeris-1 Decision and Ryotide Qwen v0.3.1 is recorded yet.

Is Celeris-1 Decision or Ryotide Qwen v0.3.1 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.