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Claude Sonnet 4.6 vs Nano Banana (Gemini 2.5 Flash Image)

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Sonnet 4.6 and Nano Banana (Gemini 2.5 Flash Image).

Anthropic

Claude Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

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Google

Nano Banana (Gemini 2.5 Flash Image)

Gemini 2.5 Flash Image, a.k.a. "Nano Banana," is now generally available. It is a state of the art image generation model with contextual understanding. It is capable of image generation,...

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Technical Specifications

SpecificationClaude Sonnet 4.6Nano Banana (Gemini 2.5 Flash Image)
ProviderAnthropicGoogle
Context Window1,000,000 tokens32,768 tokens
Agent Suitability94/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-172025-10-07

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.6

$3.00

Nano Banana (Gemini 2.5 Flash Image)

$0.30

Output Price per Million Tokens

Claude Sonnet 4.6

$15.00

Nano Banana (Gemini 2.5 Flash Image)

$2.50

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9040.0%vsN/A
Claude Sonnet 4.6
Nano Banana (Gemini 2.5 Flash Image)
HumanEvalPython coding & logic synthesis
9370.0%vsN/A
Claude Sonnet 4.6
Nano Banana (Gemini 2.5 Flash Image)
MATHComplex mathematical problem solving
8230.0%vsN/A
Claude Sonnet 4.6
Nano Banana (Gemini 2.5 Flash Image)
GPQAGraduate-level expert reasoning
6500.0%vsN/A
Claude Sonnet 4.6
Nano Banana (Gemini 2.5 Flash Image)
HellaSwagCommonsense reasoning and inference
9600.0%vsN/A
Claude Sonnet 4.6
Nano Banana (Gemini 2.5 Flash Image)
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Claude Sonnet 4.6
Nano Banana (Gemini 2.5 Flash Image)

Claude Sonnet 4.6 Quirks & Gotchas

  • โ–ธBest balance of speed and capability โ€” default for most Claude integrations
  • โ–ธComputer-use (beta) feature enables autonomous UI interaction

Nano Banana (Gemini 2.5 Flash Image) Quirks & Gotchas

No developer gotchas reported.