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Model comparison

Sakana Fugu-Ultra v1.1 vs ZAYA1-74B-Preview

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
0 category wins0 category wins

Evidence parity. Sakana Fugu-Ultra v1.1 and ZAYA1-74B-Preview share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Sakana Fugu-Ultra v1.1; 7 to ZAYA1-74B-Preview.

Updated July 24, 2026
Shared results
0
Sakana Fugu-Ultra v1.1 only
0
ZAYA1-74B-Preview only
7
Comparable categories
0 / 8

Benchmark data for Sakana Fugu-Ultra v1.1 and ZAYA1-74B-Preview 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 ZAYA1-74B-Preview. Sakana Fugu-Ultra v1.1 has the larger context window at 1M, compared with 256K for ZAYA1-74B-Preview.

Operational comparison

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

MetricSakana Fugu-Ultra v1.1ZAYA1-74B-PreviewComparison
Input / output priceUSD per 1M tokensSakana Fugu-Ultra v1.1$5 input / $30 outputZAYA1-74B-Preview$0 input / $0 outputZAYA1-74B-Preview has the lower combined listed price.
Generation speedtokens per secondSakana Fugu-Ultra v1.1Not availableZAYA1-74B-PreviewNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenSakana Fugu-Ultra v1.1Not availableZAYA1-74B-PreviewNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensSakana Fugu-Ultra v1.11MZAYA1-74B-Preview256KSakana Fugu-Ultra v1.1 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkSakana Fugu-Ultra v1.1ZAYA1-74B-PreviewResult
τ²-bench AirlineSource 56.1%Not comparable
Coding
BenchmarkSakana Fugu-Ultra v1.1ZAYA1-74B-PreviewResult
LiveCodeBench v6Source 65.7%Not comparable
SWE-bench VerifiedSource 53.2%Not comparable
Knowledge
BenchmarkSakana Fugu-Ultra v1.1ZAYA1-74B-PreviewResult
MMLU-ProSource 68.1%Not comparable
GPQASource 57.3%Not comparable
GPQA-DSource 57.3%Not comparable
Math
BenchmarkSakana Fugu-Ultra v1.1ZAYA1-74B-PreviewResult
AIME26Source 76.4%Not comparable
Frequently Asked Questions (3)

Can I compare Sakana Fugu-Ultra v1.1 and ZAYA1-74B-Preview 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 ZAYA1-74B-Preview today?

Sakana Fugu-Ultra v1.1: $5.00 input / $30.00 output per 1M tokens ZAYA1-74B-Preview: $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