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Claude Haiku 4.5 vs Gemini 3.1 Flash Lite Preview

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 Gemini 3.1 Flash Lite Preview.

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

Gemini 3.1 Flash Lite Preview

Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2.5 Flash performance across...

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Technical Specifications

SpecificationClaude Haiku 4.5Gemini 3.1 Flash Lite Preview
ProviderAnthropicGoogle
Context Window200,000 tokens1,048,576 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-10-152026-03-03

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

Gemini 3.1 Flash Lite Preview

$0.25

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

Gemini 3.1 Flash Lite Preview

$1.50

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
Gemini 3.1 Flash Lite Preview
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
Gemini 3.1 Flash Lite Preview
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
Gemini 3.1 Flash Lite Preview
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
Gemini 3.1 Flash Lite Preview
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
Gemini 3.1 Flash Lite Preview
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
Gemini 3.1 Flash Lite Preview

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

Gemini 3.1 Flash Lite Preview Quirks & Gotchas

No developer gotchas reported.