Model comparison
Qwen3 Max vs Fugu Cyber
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: Qwen3 Max #128 (Estimated); Fugu Cyber unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Qwen3 Max and Fugu Cyber share 0 comparable benchmark results. 0 of 8 categories are comparable. 14 results are unique to Qwen3 Max; 2 to Fugu Cyber.
Updated July 21, 2026- Shared results
- 0
- Qwen3 Max only
- 14
- Fugu Cyber only
- 2
- Comparable categories
- 0 / 8
Benchmark data for Qwen3 Max and Fugu Cyber 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.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Qwen3 Max | Fugu Cyber | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Qwen3 MaxNot available | Fugu Cyber$6 input / $36 output | A complete price comparison is not available. |
| Generation speedtokens per second | Qwen3 MaxNot available | Fugu CyberNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Qwen3 MaxNot available | Fugu CyberNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Qwen3 Max1M | Fugu Cyber1M | Listed context windows are equal. |
Benchmark Deep Dive
Agentic4 benchmarks
Coding2 benchmarks
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | Qwen3 Max | Fugu Cyber | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 24.0% | — | Not comparable |
| AA-GPQA DiamondSource | 76.4% | — | Not comparable |
| AA-HLESource | 11.1% | — | Not comparable |
| AA-Omniscience IndexSource | -43.1% | — | Not comparable |
| AA-Omniscience AccuracySource | 24.4% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 89.4% | — | Not comparable |
Multimodal1 benchmarks
| Benchmark | Qwen3 Max | Fugu Cyber | Result |
|---|---|---|---|
| Design Arena WebsiteSource | 1148 | — | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Qwen3 Max | Fugu Cyber | Result |
|---|---|---|---|
| AA-IFBenchSource | 44.1% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Qwen3 Max and Fugu Cyber 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 Qwen3 Max and Fugu Cyber today?
Fugu Cyber: $6.00 input / $36.00 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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