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Gemini 2.5 Flash vs Hermes 3 405B Instruct

Detailed technical comparison between Gemini 2.5 Flash (Google) 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

Gemini 2.5 Flash: 0 WinsvsHermes 3 405B Instruct: 6 Wins
Context Leader

Gemini 2.5 Flash

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Gemini 2.5 Flash

$0.30 / MTok
Googleactive

Gemini 2.5 Flash

Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and scientific tasks. It includes built-in "thinking" capabilities, enabling it to provide responses with greater...

View Gemini 2.5 Flash 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
SpecificationGemini 2.5 FlashHermes 3 405B Instruct
ProviderGoogleNous Research
Context Window1,048,576 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 Date2025-06-172024-08-16

API Pricing Comparison

Input Price per Million Tokens

Gemini 2.5 Flash

$0.30

Hermes 3 405B Instruct

$1.00

Output Price per Million Tokens

Gemini 2.5 Flash

$2.50

Hermes 3 405B Instruct

$1.00

๐Ÿ’ก Cost Ratio: Gemini 2.5 Flash is 3.3x cheaper per input token than Hermes 3 405B Instruct.

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
73.2%vs78.8%+5.6% Hermes 3 405B Instruct
Gemini 2.5 Flash
Hermes 3 405B Instruct ๐Ÿ†
HumanEvalPython coding & logic synthesis
69.4%vs77.0%+7.6% Hermes 3 405B Instruct
Gemini 2.5 Flash
Hermes 3 405B Instruct ๐Ÿ†
MATHComplex mathematical problem solving
42.6%vs54.2%+11.6% Hermes 3 405B Instruct
Gemini 2.5 Flash
Hermes 3 405B Instruct ๐Ÿ†
GPQAGraduate-level expert reasoning
30.0%vs39.6%+9.6% Hermes 3 405B Instruct
Gemini 2.5 Flash
Hermes 3 405B Instruct ๐Ÿ†
HellaSwagCommonsense reasoning and inference
77.2%vs81.8%+4.6% Hermes 3 405B Instruct
Gemini 2.5 Flash
Hermes 3 405B Instruct ๐Ÿ†
MT-BenchMulti-turn conversation flow quality
8.0%vs8.4%+0.5% Hermes 3 405B Instruct
Gemini 2.5 Flash
Hermes 3 405B Instruct ๐Ÿ†

Gemini 2.5 Flash Quirks & Gotchas

No developer gotchas reported.

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

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