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

Detailed technical comparison between Hermes 3 405B Instruct (Nous Research) and Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) (Google). 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

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

Hermes 3 405B Instruct

131,072 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

$0.25 / 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 โ†’
Googleactive

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is Google's fastest, most cost-efficient Gemini image model, built for high-velocity developer pipelines and rapid-fire visual exploration. It delivers text-to-image generation...

View Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationHermes 3 405B InstructNano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
ProviderNous ResearchGoogle
Context Window131,072 tokens๐Ÿ†65,536 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-08-162026-06-30

API Pricing Comparison

Input Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

$0.25

Output Price per Million Tokens

Hermes 3 405B Instruct

$1.00

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

$1.50

๐Ÿ’ก Cost Ratio: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) is 4.0x cheaper per input token than Hermes 3 405B Instruct.

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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
78.8%vs75.0%+3.8% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
HumanEvalPython coding & logic synthesis
77.0%vs71.2%+5.8% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
MATHComplex mathematical problem solving
54.2%vs44.4%+9.8% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
GPQAGraduate-level expert reasoning
39.6%vs28.4%+11.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
HellaSwagCommonsense reasoning and inference
81.8%vs75.6%+6.2% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)
MT-BenchMulti-turn conversation flow quality
8.4%vs8.2%+0.3% Hermes 3 405B Instruct
Hermes 3 405B Instruct ๐Ÿ†
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

Hermes 3 405B Instruct Quirks & Gotchas

No developer gotchas reported.

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

No developer gotchas reported.

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