Model comparison

Fugu Cyber vs ZAYA1-8B

Data verified July 21, 2026

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.

Fugu Cyber

Sakana AI

N/A

No comparison

ZAYA1-8B

Zyphra

N/A

0 category wins0 category wins

Evidence parity. Fugu Cyber and ZAYA1-8B share 0 comparable benchmark results. 0 of 8 categories are comparable. 2 results are unique to Fugu Cyber; 11 to ZAYA1-8B.

Updated July 21, 2026

Shared results: 0
Fugu Cyber only: 2
ZAYA1-8B only: 11
Comparable categories: 0 / 8

Benchmark data for Fugu Cyber and ZAYA1-8B 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 ZAYA1-8B. Fugu Cyber has the larger context window at 1M, compared with 131K for ZAYA1-8B.

Operational comparison

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

Metric	Fugu Cyber	ZAYA1-8B	Comparison
Input / output priceUSD per 1M tokens	Fugu Cyber$6 input / $36 output	ZAYA1-8B$0 input / $0 output	ZAYA1-8B has the lower combined listed price.
Generation speedtokens per second	Fugu CyberNot available	ZAYA1-8BNot available	A complete speed comparison is not available.
First-answer latencyseconds to first token	Fugu CyberNot available	ZAYA1-8BNot available	A complete latency comparison is not available.
Context windowmaximum listed tokens	Fugu Cyber1M	ZAYA1-8B131K	Fugu Cyber lists the larger context window.

Benchmark Deep Dive

Agentic

3 benchmarks

Benchmark	Fugu Cyber	ZAYA1-8B	Result
CyberGymSource	86.9%	—	Not comparable
CTI-REALMSource	72.1%	—	Not comparable
BFCL v4Source	—	39.2%	Not comparable

Coding

1 benchmarks

Benchmark	Fugu Cyber	ZAYA1-8B	Result
LiveCodeBench v6Source	—	65.8%	Not comparable

Knowledge

3 benchmarks

Benchmark	Fugu Cyber	ZAYA1-8B	Result
GPQASource	—	71%	Not comparable
GPQA-DSource	—	71.0%	Not comparable
MMLU-ProSource	—	74.2%	Not comparable

Math

4 benchmarks

Benchmark	Fugu Cyber	ZAYA1-8B	Result
AIME26Source	—	89.1%	Not comparable
HMMT Feb 2026Source	—	71.6%	Not comparable
IMOAnswerBenchSource	—	59.3%	Not comparable
ApexSource	—	32.2%	Not comparable

Inst. Following

2 benchmarks

Benchmark	Fugu Cyber	ZAYA1-8B	Result
IFEvalSource	—	85.6%	Not comparable
IFBenchSource	—	52.6%	Not comparable

Frequently Asked Questions (3)

Can I compare Fugu Cyber and ZAYA1-8B 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 Fugu Cyber and ZAYA1-8B today?

Fugu Cyber: $6.00 input / $36.00 output per 1M tokens ZAYA1-8B: $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 21, 2026

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