Model comparison
Nova Pro vs Qwen3.8 Max Preview
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Nova Pro #196 (Supported); Qwen3.8 Max Preview unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Nova Pro and Qwen3.8 Max Preview share 0 comparable benchmark results. 0 of 8 categories are comparable. 12 results are unique to Nova Pro; 0 to Qwen3.8 Max Preview.
Updated July 21, 2026- Shared results
- 0
- Nova Pro only
- 12
- Qwen3.8 Max Preview only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Nova Pro and Qwen3.8 Max Preview 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 Qwen3.8 Max Preview yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Nova Pro | Qwen3.8 Max Preview | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Nova ProNot available | Qwen3.8 Max PreviewNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Nova Pro141 tok/s | Qwen3.8 Max PreviewNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Nova Pro0.81 s | Qwen3.8 Max PreviewNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Nova Pro128K | Qwen3.8 Max PreviewNot available | A complete context comparison is not available. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | Nova Pro | Qwen3.8 Max Preview | Result |
|---|---|---|---|
| τ²-bench resultsSource | 14% | — | Not comparable |
Coding1 benchmarks
| Benchmark | Nova Pro | Qwen3.8 Max Preview | Result |
|---|---|---|---|
| AA-SciCodeSource | 20.8% | — | Not comparable |
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Nova Pro | Qwen3.8 Max Preview | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 7.7% | — | Not comparable |
| AA-GPQA DiamondSource | 49.9% | — | Not comparable |
| AA-HLESource | 3.4% | — | Not comparable |
| AA-Omniscience IndexSource | -47.6% | — | Not comparable |
| AA-Omniscience AccuracySource | 17.0% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 77.9% | — | Not comparable |
Multimodal1 benchmarks
| Benchmark | Nova Pro | Qwen3.8 Max Preview | Result |
|---|---|---|---|
| AA-MMMU-ProSource | 44.3% | — | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Nova Pro | Qwen3.8 Max Preview | Result |
|---|---|---|---|
| AA-IFBenchSource | 38.1% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Nova Pro and Qwen3.8 Max Preview 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 Nova Pro and Qwen3.8 Max Preview today?
Nova Pro: Pricing unavailable Qwen3.8 Max Preview: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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