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Fugu Ultra vs Hermes 3 405B Instruct

Detailed technical comparison between Fugu Ultra (Sakana AI) and Hermes 3 405B Instruct (Nous Research). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

Fugu Ultra: 6 WinsvsHermes 3 405B Instruct: 0 Wins
Context Leader

Fugu Ultra

1,000,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Hermes 3 405B Instruct

$1.00 / MTok
Sakana AIactive

Fugu Ultra

Fugu Ultra is the higher-performance model in Sakana AI's Fugu family. Rather than a single monolithic model, Fugu is a learned multi-agent orchestration system: a language model trained to route...

View Fugu Ultra Full Specs โ†’
Nous Researchactive

Hermes 3 405B Instruct

Hermes 3 is a generalist language model with many improvements over Hermes 2, including advanced agentic capabilities, much better roleplaying, reasoning, multi-turn conversation, long context coherence, and improvements across the...

View Hermes 3 405B Instruct Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationFugu UltraHermes 3 405B Instruct
ProviderSakana AINous Research
Context Window1,000,000 tokens๐Ÿ†131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-06-242024-08-16

API Pricing Comparison

Input Price per Million Tokens

Fugu Ultra

$5.00

Hermes 3 405B Instruct

$1.00

Output Price per Million Tokens

Fugu Ultra

$30.00

Hermes 3 405B Instruct

$1.00

๐Ÿ’ก Cost Ratio: Hermes 3 405B Instruct is 5.0x cheaper per input token than Fugu Ultra.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
85.4%vs78.8%+6.6% Fugu Ultra
Fugu Ultra ๐Ÿ†
Hermes 3 405B Instruct
HumanEvalPython coding & logic synthesis
84.6%vs77.0%+7.6% Fugu Ultra
Fugu Ultra ๐Ÿ†
Hermes 3 405B Instruct
MATHComplex mathematical problem solving
65.8%vs54.2%+11.6% Fugu Ultra
Fugu Ultra ๐Ÿ†
Hermes 3 405B Instruct
GPQAGraduate-level expert reasoning
47.2%vs39.6%+7.6% Fugu Ultra
Fugu Ultra ๐Ÿ†
Hermes 3 405B Instruct
HellaSwagCommonsense reasoning and inference
86.4%vs81.8%+4.6% Fugu Ultra
Fugu Ultra ๐Ÿ†
Hermes 3 405B Instruct
MT-BenchMulti-turn conversation flow quality
8.9%vs8.4%+0.5% Fugu Ultra
Fugu Ultra ๐Ÿ†
Hermes 3 405B Instruct

Fugu Ultra Quirks & Gotchas

No developer gotchas reported.

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

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