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Claude Haiku 4.5 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 Haiku 4.5 and Nano Banana (Gemini 2.5 Flash Image).

Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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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 Haiku 4.5Nano Banana (Gemini 2.5 Flash Image)
ProviderAnthropicGoogle
Context Window200,000 tokens32,768 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-10-07

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

Nano Banana (Gemini 2.5 Flash Image)

$0.30

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

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
8480.0%vsN/A
Claude Haiku 4.5
Nano Banana (Gemini 2.5 Flash Image)
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
Nano Banana (Gemini 2.5 Flash Image)
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
Nano Banana (Gemini 2.5 Flash Image)
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
Nano Banana (Gemini 2.5 Flash Image)
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
Nano Banana (Gemini 2.5 Flash Image)
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
Nano Banana (Gemini 2.5 Flash Image)

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing

Nano Banana (Gemini 2.5 Flash Image) Quirks & Gotchas

No developer gotchas reported.