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Hermes 3 405B Instruct vs Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and Nano Banana 2 (Gemini 3.1 Flash Image Preview) (Google). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚑ Executive Summary & Verdict

Comparison Snapshot

Hermes 3 405B Instruct: 6 WinsvsNano Banana 2 (Gemini 3.1 Flash Image Preview): 0 Wins
Context Leader

Tie

Equal Capacity
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

$0.50 / MTok
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 β†’
Googleactive

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Gemini 3.1 Flash Image Preview, a.k.a. "Nano Banana 2," is Google’s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed. It combines...

View Nano Banana 2 (Gemini 3.1 Flash Image Preview) Full Specs β†’

Technical Specifications

πŸ† = Superior Spec
SpecificationHermes 3 405B InstructNano Banana 2 (Gemini 3.1 Flash Image Preview)
ProviderNous ResearchGoogle
Context Window131,072 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162026-02-26

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

$0.50

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

$3.00

πŸ’‘ Cost Ratio: Nano Banana 2 (Gemini 3.1 Flash Image Preview) is 2.0x 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 (0–100%)

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

MMLUGeneral knowledge & multi-task understanding
78.8%vs75.2%+3.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct πŸ†
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
HumanEvalPython coding & logic synthesis
77.0%vs71.4%+5.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct πŸ†
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
MATHComplex mathematical problem solving
54.2%vs44.6%+9.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct πŸ†
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
GPQAGraduate-level expert reasoning
39.6%vs28.6%+11.0% Hermes 3 405B Instruct
Hermes 3 405B Instruct πŸ†
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
HellaSwagCommonsense reasoning and inference
81.8%vs75.8%+6.0% Hermes 3 405B Instruct
Hermes 3 405B Instruct πŸ†
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
MT-BenchMulti-turn conversation flow quality
8.4%vs7.8%+0.6% Hermes 3 405B Instruct
Hermes 3 405B Instruct πŸ†
Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

Nano Banana 2 (Gemini 3.1 Flash Image Preview) Quirks & Gotchas

No developer gotchas reported.

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