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Fugu Max vs Claude Sonnet 5

These two land on exactly the same input price, $2 per million tokens, and diverge on everything else. Claude Sonnet 5 is one model at $2 and $10 with a 1 million token context, adaptive thinking up to xhigh effort, and vendor-reported scores of 85.2 on SWE-bench Verified and 80.4 on Terminal-Bench 2.1. Fugu Max, released September 11, 2026, is not a model at all: it is an orchestrator that routes each task to the leanest model in a large pool weighted toward open weights, including NVIDIA Nemotron. Its output rate is $6, which Sakana says runs 40 to 60 percent under Sonnet 5, GPT-5.6 Terra, and Kimi K3, and cached input is flat at $0.25 at any context length against $0.20 for a Sonnet 5 cache hit. Sakana reports best overall score on six benchmarks including Terminal Bench 2.1, GPQAD, AA-LCR, GDP.pdf, AutomationBench, and its internal SWEFish, and says it expands the cost-performance frontier on seven of ten. Two things stop this from being a clean price win. Because the open models in its pool lack native web search, web_search and web_fetch bill at $0.007 per call, and Sakana says one query may need several calls, so the per-token rate understates any search-heavy request. And the router, not the caller, decides which model answers, so a team that needs one fixed model behind every call does not get that here. Against that, Anthropic prices one predictable path and publishes a longer track record, while Sakana offers a swappable pool that is genuine insulation against one vendor changing terms. There is no benchmark both ran on a shared harness, so no row below is like-for-like.

Head-to-Head Specs

SpecFugu MaxClaude Sonnet 5
ProviderSakana AIAnthropic
Input Price$2.00/1M$2.00/1M
Output Price$6.00/1M$10.00/1M
Context Window1M1M
Released2026-092026-06
Capabilitiestext, tool-use, code, reasoningtext, vision, tool-use, code, reasoning

Benchmark Scores

BenchmarkFugu MaxClaude Sonnet 5Winner
GPQA Diamond95.588.9Fugu

See the full benchmark leaderboard for all models.

Category Breakdown

Input pricingTieTie

Both list $2 per 1M input tokens

Output pricingFugu Max

Fugu Max is $6 per 1M against $10 for Sonnet 5, a 40 percent saving on the output side

Cost predictabilityClaude Sonnet 5

Sonnet 5 bills only the tokens you see; Fugu Max adds $0.007 per internal web_search or web_fetch call on top of the rate card

Context windowTieTie

Both ship 1 million token context windows

Agentic coding evidenceClaude Sonnet 5

Anthropic publishes SWE-bench Verified at 85.2 and Terminal-Bench 2.1 at 80.4 on named public suites; Sakana leads with SWEFish, its own internal benchmark

Vendor riskFugu Max

A swappable pool of open models survives one provider revoking access or raising prices; a single-model path does not

Ecosystem and toolingClaude Sonnet 5

Anthropic ships Claude Code, MCP, and broad cloud availability; Fugu is an OpenAI and Anthropic compatible endpoint with a much smaller surrounding ecosystem

Track recordClaude Sonnet 5

Sonnet 5 has been in production since June 30, 2026; Fugu Max is days old and its scores are entirely self-reported

Choose Fugu Max when:

  • High-volume output-heavy work where the $6 rate compounds
  • Teams that want deliberate insulation from single-vendor pricing and access risk
  • Workloads favoring open-weight models for compliance or sovereignty reasons
  • Tasks varied enough that per-task routing beats one fixed model
View Fugu Max details

Choose Claude Sonnet 5 when:

  • Production workloads that need a forecastable per-request cost
  • Agentic coding where publicly comparable benchmark evidence matters
  • Teams already invested in Claude Code, MCP, or Bedrock and Vertex deployment
  • Anything where a proven track record outweighs a lower output rate
View Claude Sonnet 5 details

Frequently Asked Questions

Which is better, Fugu Max or Claude Sonnet 5?

It depends on your use case. Fugu Max from Sakana AI excels at high-volume output-heavy work where the $6 rate compounds, while Claude Sonnet 5 from Anthropic is better for production workloads that need a forecastable per-request cost. See the full comparison above for detailed benchmarks and pricing.

How much does Fugu Max cost compared to Claude Sonnet 5?

Fugu Max costs $2.00 input and $6.00 output per 1M tokens. Claude Sonnet 5 costs $2.00 input and $10.00 output per 1M tokens.

What is the context window difference between Fugu Max and Claude Sonnet 5?

Fugu Max supports 1M tokens, while Claude Sonnet 5 supports 1M tokens.

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