GLiNER multitask v1.0 vs Cloudflare clef-flash
GLiNER multitask v1.0 and Cloudflare clef-flash have no measured difference in accuracy, calibration or cost in our data yet.
| Spec | GLiNER multitask v1.0 | Cloudflare clef-flash |
|---|---|---|
| Provider | Knowledgator | Cloudflare |
| Decision Index score | — | 47.6 |
| Calibration error (ECE) | — | 0.025 |
| Median latency (p50) | — | 53 ms |
| Cost per 1,000 decisions | — | — |
| Parameters | 200M | 10B |
| Open weights | Yes | Yes |
| Question types | Choice (one of N options), Yes / no, Extraction (typed spans) | Choice (one of N options), Score (ordered rubric), Yes / no |
| Mechanism | Span encoder (GLiNER family) | Decoder LM with a decision readout |
| License | Apache 2.0 | apache-2.0 |
FAQ
Is GLiNER multitask v1.0 or Cloudflare clef-flash 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, GLiNER multitask v1.0 or Cloudflare clef-flash?
No calibration difference between GLiNER multitask v1.0 and Cloudflare clef-flash is recorded yet.
Is GLiNER multitask v1.0 or Cloudflare clef-flash 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.