Model comparison
Ornith-1.0-397B vs Qwen3.5 Flash
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use BenchLM's provisional ranking lane.
Evidence parity. Ornith-1.0-397B and Qwen3.5 Flash share 0 comparable benchmark results. 0 of 8 categories are comparable. 7 results are unique to Ornith-1.0-397B; 2 to Qwen3.5 Flash.
Updated July 14, 2026- Shared results
- 0
- Ornith-1.0-397B only
- 7
- Qwen3.5 Flash only
- 2
- Comparable categories
- 0 / 8
Benchmark data for Ornith-1.0-397B and Qwen3.5 Flash 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Qwen3.5 Flash is priced at $0.10 input / $0.40 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Ornith-1.0-397B. Qwen3.5 Flash has the larger context window at 1M, compared with 256K for Ornith-1.0-397B.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Ornith-1.0-397B | Qwen3.5 Flash | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Ornith-1.0-397B$0 input / $0 output | Qwen3.5 Flash$0.1 input / $0.4 output | Ornith-1.0-397B has the lower combined listed price. |
| Generation speedtokens per second | Ornith-1.0-397BNot available | Qwen3.5 FlashNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Ornith-1.0-397BNot available | Qwen3.5 FlashNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Ornith-1.0-397B256K | Qwen3.5 Flash1M | Qwen3.5 Flash lists the larger context window. |
Benchmark Deep Dive
Agentic2 benchmarks
Coding5 benchmarks
Frequently Asked Questions (3)
Can I compare Ornith-1.0-397B and Qwen3.5 Flash 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 Ornith-1.0-397B and Qwen3.5 Flash today?
Ornith-1.0-397B: $0.00 input / $0.00 output per 1M tokens Qwen3.5 Flash: $0.10 input / $0.40 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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