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Model comparison

Ornith-1.0-9B vs Fugu Cyber

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
Sakana AI
N/A
0 category wins0 category wins

Evidence parity. Ornith-1.0-9B and Fugu Cyber share 0 comparable benchmark results. 0 of 8 categories are comparable. 7 results are unique to Ornith-1.0-9B; 2 to Fugu Cyber.

Updated July 21, 2026
Shared results
0
Ornith-1.0-9B only
7
Fugu Cyber only
2
Comparable categories
0 / 8

Benchmark data for Ornith-1.0-9B and Fugu Cyber 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Fugu Cyber is priced at $6.00 input / $36.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Ornith-1.0-9B. Fugu Cyber has the larger context window at 1M, compared with 256K for Ornith-1.0-9B.

Operational comparison

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

MetricOrnith-1.0-9BFugu CyberComparison
Input / output priceUSD per 1M tokensOrnith-1.0-9B$0 input / $0 outputFugu Cyber$6 input / $36 outputOrnith-1.0-9B has the lower combined listed price.
Generation speedtokens per secondOrnith-1.0-9BNot availableFugu CyberNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenOrnith-1.0-9BNot availableFugu CyberNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensOrnith-1.0-9B256KFugu Cyber1MFugu Cyber lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkOrnith-1.0-9BFugu CyberResult
Terminal-Bench 2.0Source 43.1%Not comparable
Claw-EvalSource 63.1%Not comparable
CyberGymSource 86.9%Not comparable
CTI-REALMSource 72.1%Not comparable
Coding
BenchmarkOrnith-1.0-9BFugu CyberResult
SWE-bench VerifiedSource 69.4%Not comparable
SWE-bench ProSource 42.9%Not comparable
SWE MultilingualSource 52%Not comparable
NL2RepoSource 27.2%Not comparable
Terminal-Bench 2.0Source 43.1%Not comparable
Frequently Asked Questions (3)

Can I compare Ornith-1.0-9B and Fugu Cyber 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-1.0-9B and Fugu Cyber today?

Ornith-1.0-9B: $0.00 input / $0.00 output per 1M tokens Fugu Cyber: $6.00 input / $36.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Related Comparisons

Last updated: July 21, 2026

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