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Model comparison

Qwen3.5-35B-A3B vs Sakana Fugu-Ultra v1.1

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
56.31/100
No comparison
0 category wins0 category wins

Public leaderboard positions: Qwen3.5-35B-A3B #78 (Supported); Sakana Fugu-Ultra v1.1 unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Qwen3.5-35B-A3B and Sakana Fugu-Ultra v1.1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 28 results are unique to Qwen3.5-35B-A3B; 0 to Sakana Fugu-Ultra v1.1.

Updated July 24, 2026
Shared results
0
Qwen3.5-35B-A3B only
28
Sakana Fugu-Ultra v1.1 only
0
Comparable categories
0 / 8

Benchmark data for Qwen3.5-35B-A3B and Sakana Fugu-Ultra v1.1 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 Sakana Fugu-Ultra v1.1 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Sakana Fugu-Ultra v1.1 is priced at $5.00 input / $30.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Qwen3.5-35B-A3B. Sakana Fugu-Ultra v1.1 has the larger context window at 1M, compared with 262K for Qwen3.5-35B-A3B.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Comparison
Input / output priceUSD per 1M tokensQwen3.5-35B-A3B$0 input / $0 outputSakana Fugu-Ultra v1.1$5 input / $30 outputQwen3.5-35B-A3B has the lower combined listed price.
Generation speedtokens per secondQwen3.5-35B-A3BNot availableSakana Fugu-Ultra v1.1Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenQwen3.5-35B-A3BNot availableSakana Fugu-Ultra v1.1Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensQwen3.5-35B-A3B262KSakana Fugu-Ultra v1.11MSakana Fugu-Ultra v1.1 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Result
Terminal-Bench 2.0Source 40.5%Not comparable
BrowseCompSource 61%Not comparable
OSWorld-VerifiedSource 54.5%Not comparable
τ²-bench resultsSource 89.2%Not comparable
Gert LabsSource 28.96%Not comparable
Coding
BenchmarkQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Result
SWE-bench VerifiedSource 69.2%Not comparable
SWE-RebenchSource 53.7%Not comparable
AA-SciCodeSource 37.7%Not comparable
Reasoning
BenchmarkQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Result
LongBench v2Source 59%Not comparable
AA-LCRSource 62.7%Not comparable
CritPtSource 0.9%Not comparable
Knowledge
BenchmarkQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Result
MMLU-ProSource 85.3%Not comparable
SuperGPQASource 63.4%Not comparable
GPQASource 84.2%Not comparable
Artificial Analysis Intelligence IndexSource 29.3%Not comparable
AA-GPQA DiamondSource 84.5%Not comparable
AA-HLESource 19.7%Not comparable
AA-Omniscience IndexSource -46.4%Not comparable
AA-Omniscience AccuracySource 20.5%Not comparable
AA-Omniscience Hallucination RateSource 84.0%Not comparable
Multilingual
BenchmarkQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Result
MMLU-ProXSource 81%Not comparable
Multimodal
BenchmarkQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Result
MMMUSource 81.4%Not comparable
MMVUSource 72.3%Not comparable
MathVisionSource 83.9%Not comparable
V*Source 92.7%Not comparable
AA-MMMU-ProSource 72.7%Not comparable
Inst. Following
BenchmarkQwen3.5-35B-A3BSakana Fugu-Ultra v1.1Result
IFEvalSource 91.9%Not comparable
AA-IFBenchSource 72.5%Not comparable
Frequently Asked Questions (3)

Can I compare Qwen3.5-35B-A3B and Sakana Fugu-Ultra v1.1 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 Qwen3.5-35B-A3B and Sakana Fugu-Ultra v1.1 today?

Qwen3.5-35B-A3B: $0.00 input / $0.00 output per 1M tokens Sakana Fugu-Ultra v1.1: $5.00 input / $30.00 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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Last updated: July 24, 2026