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Model comparison

Ornith-1.0-35B 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.
DeepReinforce AI
N/A
No comparison
0 category wins0 category wins

Evidence parity. Ornith-1.0-35B and Sakana Fugu-Ultra v1.1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 7 results are unique to Ornith-1.0-35B; 0 to Sakana Fugu-Ultra v1.1.

Updated July 24, 2026
Shared results
0
Ornith-1.0-35B only
7
Sakana Fugu-Ultra v1.1 only
0
Comparable categories
0 / 8

Benchmark data for Ornith-1.0-35B 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 Ornith-1.0-35B. Sakana Fugu-Ultra v1.1 has the larger context window at 1M, compared with 256K for Ornith-1.0-35B.

Operational comparison

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

MetricOrnith-1.0-35BSakana Fugu-Ultra v1.1Comparison
Input / output priceUSD per 1M tokensOrnith-1.0-35B$0 input / $0 outputSakana Fugu-Ultra v1.1$5 input / $30 outputOrnith-1.0-35B has the lower combined listed price.
Generation speedtokens per secondOrnith-1.0-35BNot availableSakana Fugu-Ultra v1.1Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenOrnith-1.0-35BNot availableSakana Fugu-Ultra v1.1Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensOrnith-1.0-35B256KSakana Fugu-Ultra v1.11MSakana Fugu-Ultra v1.1 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkOrnith-1.0-35BSakana Fugu-Ultra v1.1Result
Terminal-Bench 2.0Source 64.2%Not comparable
Claw-EvalSource 69.8%Not comparable
Coding
BenchmarkOrnith-1.0-35BSakana Fugu-Ultra v1.1Result
SWE-bench VerifiedSource 75.6%Not comparable
SWE-bench ProSource 50.4%Not comparable
SWE MultilingualSource 69.3%Not comparable
NL2RepoSource 34.6%Not comparable
Terminal-Bench 2.0Source 64.2%Not comparable
Frequently Asked Questions (3)

Can I compare Ornith-1.0-35B 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 Ornith-1.0-35B and Sakana Fugu-Ultra v1.1 today?

Ornith-1.0-35B: $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