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Claude 3.5 Haiku vs Gemini 3.1 Pro 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 3.5 Haiku and Gemini 3.1 Pro Preview.

Anthropic

Claude 3.5 Haiku

Claude 3.5 Haiku is the fast, cost-efficient member of the Claude 3.5 model family from Anthropic, built to deliver strong performance for coding, text processing, and multi-turn conversation at minimal inference cost. With a 200,000-token context window and pricing at $0.80/MTok for input, it is optimized for high-throughput, latency-sensitive production applications such as real-time chat interfaces, code completion tools, and classification systems. While smaller than its Sonnet and Opus siblings, Claude 3.5 Haiku retains Anthropic's strong alignment and safety properties, making it a reliable choice for consumer-facing AI features.

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Google

Gemini 3.1 Pro Preview

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...

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Technical Specifications

SpecificationClaude 3.5 HaikuGemini 3.1 Pro Preview
ProviderAnthropicGoogle
Context Window200,000 tokens1,048,576 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment ModelN/Amanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-11-042026-02-19

API Pricing Comparison

Input Price per Million Tokens

Claude 3.5 Haiku

$0.80

Gemini 3.1 Pro Preview

$2.00

Output Price per Million Tokens

Claude 3.5 Haiku

$4.00

Gemini 3.1 Pro Preview

$12.00

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
7520.0%vsN/A
Claude 3.5 Haiku
Gemini 3.1 Pro Preview
HumanEvalPython coding & logic synthesis
8810.0%vsN/A
Claude 3.5 Haiku
Gemini 3.1 Pro Preview
MATHComplex mathematical problem solving
5160.0%vsN/A
Claude 3.5 Haiku
Gemini 3.1 Pro Preview
GPQAGraduate-level expert reasoning
4150.0%vsN/A
Claude 3.5 Haiku
Gemini 3.1 Pro Preview
HellaSwagCommonsense reasoning and inference
8920.0%vsN/A
Claude 3.5 Haiku
Gemini 3.1 Pro Preview
MT-BenchMulti-turn conversation flow quality
850.0%vsN/A
Claude 3.5 Haiku
Gemini 3.1 Pro Preview

Claude 3.5 Haiku Quirks & Gotchas

No developer gotchas reported.

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.