Model comparison
Celeris-1 vs Kanana Nano
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. Celeris-1 and Kanana Nano share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Celeris-1; 0 to Kanana Nano.
Updated July 24, 2026- Shared results
- 0
- Celeris-1 only
- 1
- Kanana Nano only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Celeris-1 and Kanana Nano 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 Kanana Nano yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
Kanana Nano has the larger context window at 64K, compared with 8K for Celeris-1.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Celeris-1 | Kanana Nano | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Celeris-1$2 input / $6 output | Kanana NanoNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Celeris-1Not available | Kanana NanoNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Celeris-1Not available | Kanana NanoNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Celeris-18K | Kanana Nano64K | Kanana Nano lists the larger context window. |
Benchmark Deep Dive
Knowledge1 benchmarks
| Benchmark | Celeris-1 | Kanana Nano | Result |
|---|---|---|---|
| MMLU-ProSource | 75.9% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Celeris-1 and Kanana Nano 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 Celeris-1 and Kanana Nano 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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