# Qwen3.5-35B-A3B vs Sakana Fugu-Ultra

> Side-by-side benchmark comparison for Qwen3.5-35B-A3B and Sakana Fugu-Ultra across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-5-35b-a3b-vs-sakana-fugu-ultra
- Last updated: September 28, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Evidence is too thin for a benchmark verdict: Qwen3.5-35B-A3B and Sakana Fugu-Ultra share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Sakana Fugu-Ultra has the lower published output-token price.
- Sakana Fugu-Ultra has the larger published context window at 1M.

## Model Snapshot

| Property | Qwen3.5-35B-A3B | Sakana Fugu-Ultra |
|----------|----------|----------|
| Creator | Alibaba | Sakana AI |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 1M |
| Independent public score (not head-to-head) | 47 | null |
| Benchmarks Covered | 16 | 11 |
| Pricing (input/output) | $0.00 / $0.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3.5-35B-A3B public-lane score: 29.4 (Estimated · #81/117)
- Sakana Fugu-Ultra public-lane score: Coming soon

| Benchmark | Qwen3.5-35B-A3B | Sakana Fugu-Ultra | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 40.5% | Coming soon | Coming soon |
| BrowseComp | 61% | Coming soon | Coming soon |
| OSWorld-Verified | 54.5% | Coming soon | Coming soon |
| Gert Labs | 28.96% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 82.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Qwen3.5-35B-A3B public-lane score: 26.7 (Estimated · #100/142)
- Sakana Fugu-Ultra public-lane score: Coming soon

| Benchmark | Qwen3.5-35B-A3B | Sakana Fugu-Ultra | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 69.2% | Coming soon | Coming soon |
| SWE-Rebench | 53.7% | Coming soon | Coming soon |
| SWE-bench Pro | Coming soon | 73.7% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 82.1% | Coming soon |
| LiveCodeBench v6 | Coming soon | 93.2% | Coming soon |
| LiveCodeBench Pro | Coming soon | 90.8% | Coming soon |
| SciCode | Coming soon | 58.7% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3.5-35B-A3B public-lane score: 41.4 (Unranked · 3 rankable rows)
- Sakana Fugu-Ultra public-lane score: 79.1 (Unranked · 1 rankable row)

| Benchmark | Qwen3.5-35B-A3B | Sakana Fugu-Ultra | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 59% | Coming soon | Coming soon |
| MRCRv2 | Coming soon | 93.6% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Qwen3.5-35B-A3B public-lane score: 68.2 (Unranked · 3 rankable rows)
- Sakana Fugu-Ultra public-lane score: 73.6 (Unranked · 1 rankable row)

| Benchmark | Qwen3.5-35B-A3B | Sakana Fugu-Ultra | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 81.4% | Coming soon | Coming soon |
| MMVU | 72.3% | Coming soon | Coming soon |
| MathVision | 83.9% | Coming soon | Coming soon |
| V* | 92.7% | Coming soon | Coming soon |
| CharXiv | Coming soon | 86.6% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3.5-35B-A3B public-lane score: 39.7 (Supported · #100/168)
- Sakana Fugu-Ultra public-lane score: Coming soon

| Benchmark | Qwen3.5-35B-A3B | Sakana Fugu-Ultra | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 85.3% | Coming soon | Coming soon |
| SuperGPQA | 63.4% | Coming soon | Coming soon |
| GPQA | 84.2% | 95.5% | Sakana Fugu-Ultra |
| GPQA-D | Coming soon | 95.5% | Coming soon |
| HLE w/o tools | Coming soon | 50% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Qwen3.5-35B-A3B public-lane score: 21.1 (#11/12)
- Sakana Fugu-Ultra public-lane score: Coming soon

| Benchmark | Qwen3.5-35B-A3B | Sakana Fugu-Ultra | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 81% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3.5-35B-A3B public-lane score: 87.4 (#30/124)
- Sakana Fugu-Ultra public-lane score: Coming soon

| Benchmark | Qwen3.5-35B-A3B | Sakana Fugu-Ultra | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 91.9% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Qwen3.5-35B-A3B and Sakana Fugu-Ultra?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Qwen3.5-35B-A3B vs Sakana Fugu](/compare/qwen3-5-35b-a3b-vs-sakana-fugu)
- [Sakana Fugu-Ultra vs Sakana Fugu](/compare/sakana-fugu-vs-sakana-fugu-ultra)
- [Qwen3.5-35B-A3B vs Fugu Cyber](/compare/qwen3-5-35b-a3b-vs-sakana-fugu-cyber)
- [Sakana Fugu-Ultra vs Fugu Cyber](/compare/sakana-fugu-cyber-vs-sakana-fugu-ultra)

## Explore More

- [Qwen3.5-35B-A3B profile](/models/qwen3-5-35b-a3b)
- [Sakana Fugu-Ultra profile](/models/sakana-fugu-ultra)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)