Cloudflare clef-flash vs uniphore-4b-decider
Cloudflare clef-flash and uniphore-4b-decider have no measured difference in accuracy, calibration or cost in our data yet.
| Spec | Cloudflare clef-flash | uniphore-4b-decider |
|---|---|---|
| Provider | Cloudflare | Uniphore |
| Decision Index score | 47.6 | — |
| Calibration error (ECE) | 0.025 | — |
| Median latency (p50) | 53 ms | — |
| Cost per 1,000 decisions | — | — |
| Parameters | 10B | 4B |
| Open weights | Yes | Yes |
| Question types | Choice (one of N options), Score (ordered rubric), Yes / no | Choice (one of N options), Score (ordered rubric), Yes / no |
| Mechanism | Decoder LM with a decision readout | Decoder LM with a decision readout |
| License | apache-2.0 | — |
FAQ
Is Cloudflare clef-flash or uniphore-4b-decider 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, Cloudflare clef-flash or uniphore-4b-decider?
No calibration difference between Cloudflare clef-flash and uniphore-4b-decider is recorded yet.
Is Cloudflare clef-flash or uniphore-4b-decider 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.