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Model comparison

Gemma 3 27B 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.
41.57/100
No comparison
Sakana AI
N/A
0 category wins0 category wins

Public leaderboard positions: Gemma 3 27B #164 (Supported); Fugu Cyber unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Gemma 3 27B and Fugu Cyber share 0 comparable benchmark results. 0 of 8 categories are comparable. 16 results are unique to Gemma 3 27B; 2 to Fugu Cyber.

Updated July 21, 2026
Shared results
0
Gemma 3 27B only
16
Fugu Cyber only
2
Comparable categories
0 / 8

Benchmark data for Gemma 3 27B 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 Gemma 3 27B. Fugu Cyber has the larger context window at 1M, compared with 32K for Gemma 3 27B.

Operational comparison

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

MetricGemma 3 27BFugu CyberComparison
Input / output priceUSD per 1M tokensGemma 3 27B$0 input / $0 outputFugu Cyber$6 input / $36 outputGemma 3 27B has the lower combined listed price.
Generation speedtokens per secondGemma 3 27B31 tok/sFugu CyberNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGemma 3 27B2.04 sFugu CyberNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGemma 3 27B32KFugu Cyber1MFugu Cyber lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGemma 3 27BFugu CyberResult
AA Agentic IndexSource 0.3%Not comparable
τ²-bench resultsSource 10.5%Not comparable
GDPval-AASource 0.0%Not comparable
GDPval-AASource -144Not comparable
CyberGymSource 86.9%Not comparable
CTI-REALMSource 72.1%Not comparable
Coding
BenchmarkGemma 3 27BFugu CyberResult
AA Coding IndexSource 10.1%Not comparable
AA-SciCodeSource 21.2%Not comparable
Reasoning
BenchmarkGemma 3 27BFugu CyberResult
AA-LCRSource 5.7%Not comparable
CritPtSource 0.0%Not comparable
Knowledge
BenchmarkGemma 3 27BFugu CyberResult
Artificial Analysis Intelligence IndexSource 7.4%Not comparable
AA-GPQA DiamondSource 42.8%Not comparable
AA-HLESource 4.7%Not comparable
AA-Omniscience IndexSource -65.9%Not comparable
AA-Omniscience AccuracySource 12.5%Not comparable
AA-Omniscience Hallucination RateSource 89.5%Not comparable
Multimodal
BenchmarkGemma 3 27BFugu CyberResult
AA-MMMU-ProSource 48.0%Not comparable
Inst. Following
BenchmarkGemma 3 27BFugu CyberResult
AA-IFBenchSource 31.8%Not comparable
Frequently Asked Questions (3)

Can I compare Gemma 3 27B 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 Gemma 3 27B and Fugu Cyber today?

Gemma 3 27B: $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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