Model comparison
Agents-A1-FP8 vs Celeris-1
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Evidence parity. Agents-A1-FP8 and Celeris-1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Agents-A1-FP8; 1 to Celeris-1.
Updated July 24, 2026- Shared results
- 0
- Agents-A1-FP8 only
- 0
- Celeris-1 only
- 1
- Comparable categories
- 0 / 8
Benchmark data for Agents-A1-FP8 and Celeris-1 is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM does not have sourced benchmark coverage for Agents-A1-FP8 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
Agents-A1-FP8 has the larger context window at 262K, compared with 8K for Celeris-1.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Agents-A1-FP8 | Celeris-1 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Agents-A1-FP8Not available | Celeris-1$2 input / $6 output | A complete price comparison is not available. |
| Generation speedtokens per second | Agents-A1-FP8Not available | Celeris-1Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Agents-A1-FP8Not available | Celeris-1Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Agents-A1-FP8262K | Celeris-18K | Agents-A1-FP8 lists the larger context window. |
Benchmark Deep Dive
Knowledge1 benchmarks
| Benchmark | Agents-A1-FP8 | Celeris-1 | Result |
|---|---|---|---|
| MMLU-ProSource | — | 75.9% | Not comparable |
Frequently Asked Questions (3)
Can I compare Agents-A1-FP8 and Celeris-1 on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Agents-A1-FP8 and Celeris-1 today?
Celeris-1: $2.00 input / $6.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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