Celeris 1 is a diffusion language model built for ultra-low-latency classification, extraction, judging, query rewriting, and other short structured responses.
Celeris 1 by misc is currently listed from a single provider. Its reference price is $2.00 per 1M input tokens and $6.00 per 1M output tokens.
Artificial Analysis rates it 6.3 on the Intelligence Index, with 14.4 for coding and 0.7 for agentic tasks. Against its lowest blended price of $3.00 per 1M, that is roughly 2 index points per dollar, which is the value ratio the leaderboards rank on. Median output speed is 1767 tokens per second, with 0.61s to the first token. Running one task of the Artificial Analysis suite costs about $0.0502, which reflects how many tokens its reasoning consumes rather than the unit price alone.
The context window is 8,192 tokens, with an output limit of 8,192 tokens.
Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.
| Provider | Tier | Input | Output | Cache read | Cache write | Context | Output limit | Status |
|---|---|---|---|---|---|---|---|---|
| NanoGPT | Gateway | $2.00 | $6.00 | $1.00 | — | 8,192 | 8,192 |
Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.
Individual evaluations run by Artificial Analysis, on the same reasoning tier as the intelligence score above. Each benchmark has its own task set and harness, so rows are not comparable with one another. The Intelligence Index above draws on a different, newer set of evaluations.