# Qwen3 235B-A22B (Reasoning) vs Fugu Cyber

> Side-by-side benchmark comparison for Qwen3 235B-A22B (Reasoning) and Fugu Cyber across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-235b-a22b-reasoning-vs-sakana-fugu-cyber
- Last updated: October 14, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Qwen3 235B-A22B (Reasoning) and Fugu Cyber.

## Summary

- Qwen3 235B-A22B (Reasoning) and Fugu Cyber do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Qwen3 235B-A22B (Reasoning) | Fugu Cyber |
|----------|----------|----------|
| Creator | Alibaba | Sakana AI |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 128K | 1M |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 11 | 2 |
| Pricing (input/output) | N/A | $6.00 / $36.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| BFCL v3 | 70.8% | Coming soon | Coming soon |
| CyberGym | Coming soon | 86.9% | Coming soon |
| CTI-REALM | Coming soon | 72.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | 70.7% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Redux | 92.7% | Coming soon | Coming soon |
| GPQA | 71.1% | Coming soon | Coming soon |
| C-Eval | 89.6% | Coming soon | Coming soon |
| MMMLU | 84.3% | Coming soon | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | 78.7% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 83.4% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 98% | Coming soon | Coming soon |
| AIME 2024 | 85.7% | Coming soon | Coming soon |
| AIME 2025 | 81.5% | Coming soon | Coming soon |

## FAQ

### Can I compare Qwen3 235B-A22B (Reasoning) and Fugu Cyber on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Qwen3 235B-A22B (Reasoning) vs Qwen3 235B-A22B](/compare/qwen3-235b-a22b-vs-qwen3-235b-a22b-reasoning)
- [Fugu Cyber vs Qwen3 235B-A22B](/compare/qwen3-235b-a22b-vs-sakana-fugu-cyber)
- [Qwen3 235B-A22B (Reasoning) vs Sakana Fugu-Ultra](/compare/qwen3-235b-a22b-reasoning-vs-sakana-fugu-ultra)
- [Fugu Cyber vs Sakana Fugu-Ultra](/compare/sakana-fugu-cyber-vs-sakana-fugu-ultra)

## Explore More

- [Qwen3 235B-A22B (Reasoning) profile](/models/qwen3-235b-a22b-reasoning)
- [Fugu Cyber profile](/models/sakana-fugu-cyber)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)