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Qwen3-14B-RLCD-Decision-LoRA vs Celeris-1 Decision

Qwen3-14B-RLCD-Decision-LoRA and Celeris-1 Decision have no measured difference in accuracy, calibration or cost in our data yet.

SpecQwen3-14B-RLCD-Decision-LoRACeleris-1 Decision
ProviderFoodoo1Celeris
Decision Index score——
Calibration error (ECE)——
Median latency (p50)——
Cost per 1,000 decisions—$0.0080
Parameters14B—
Open weightsYesNo
Question types—Choice (one of N options), Score (ordered rubric), Yes / no
MechanismDecoder LM with a decision readoutDiffusion LM
Licenseapache-2.0proprietary

FAQ

Is Qwen3-14B-RLCD-Decision-LoRA 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, Qwen3-14B-RLCD-Decision-LoRA or Celeris-1 Decision?

No calibration difference between Qwen3-14B-RLCD-Decision-LoRA and Celeris-1 Decision is recorded yet.

Is Qwen3-14B-RLCD-Decision-LoRA or Celeris-1 Decision 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.