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Model comparison

Sakana Fugu-Ultra v1.1 vs Soofi S 30B-A3B

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.
No comparison
Soofi Project
N/A
0 category wins0 category wins

Evidence parity. Sakana Fugu-Ultra v1.1 and Soofi S 30B-A3B share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Sakana Fugu-Ultra v1.1; 8 to Soofi S 30B-A3B.

Updated July 24, 2026
Shared results
0
Sakana Fugu-Ultra v1.1 only
0
Soofi S 30B-A3B only
8
Comparable categories
0 / 8

Benchmark data for Sakana Fugu-Ultra v1.1 and Soofi S 30B-A3B 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 Soofi S 30B-A3B.

Operational comparison

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

MetricSakana Fugu-Ultra v1.1Soofi S 30B-A3BComparison
Input / output priceUSD per 1M tokensSakana Fugu-Ultra v1.1$5 input / $30 outputSoofi S 30B-A3B$0 input / $0 outputSoofi S 30B-A3B has the lower combined listed price.
Generation speedtokens per secondSakana Fugu-Ultra v1.1Not availableSoofi S 30B-A3BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenSakana Fugu-Ultra v1.1Not availableSoofi S 30B-A3BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensSakana Fugu-Ultra v1.11MSoofi S 30B-A3B1MListed context windows are equal.

Benchmark Deep Dive

Coding
BenchmarkSakana Fugu-Ultra v1.1Soofi S 30B-A3BResult
HumanEvalSource 73.8%Not comparable
Reasoning
BenchmarkSakana Fugu-Ultra v1.1Soofi S 30B-A3BResult
BBHSource 78.8%Not comparable
DROPSource 66.5%Not comparable
Knowledge
BenchmarkSakana Fugu-Ultra v1.1Soofi S 30B-A3BResult
GPQASource 43.4%Not comparable
GPQA-DSource 43.4%Not comparable
MMLU-ProSource 51.4%Not comparable
AGIEvalSource 66.9%Not comparable
Math
BenchmarkSakana Fugu-Ultra v1.1Soofi S 30B-A3BResult
GSM8KSource 86.1%Not comparable
Frequently Asked Questions (3)

Can I compare Sakana Fugu-Ultra v1.1 and Soofi S 30B-A3B 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 Sakana Fugu-Ultra v1.1 and Soofi S 30B-A3B today?

Sakana Fugu-Ultra v1.1: $5.00 input / $30.00 output per 1M tokens Soofi S 30B-A3B: $0.00 input / $0.00 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