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Claude Haiku 4.5 vs Gemini 3.1 Pro

List-price comparison ·Claude Haiku 4.5 details ·Gemini 3.1 Pro details

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For a typical workload (100,000 requests / mo), Claude Haiku 4.5 is the cheapest — 56% less than the priciest here ($320.00/mo vs $720.00/mo).

 Claude Haiku 4.5Gemini 3.1 Pro
Input / 1M tokens$1.00$2.00
Output / 1M tokens$5.00$12.00
Typical request (1,200 in + 400 out)$0.0032$0.0072
Context window200k tokens1,048,576 tokens
Max output64k tokens65,536 tokens
Quality score70/10093/100
TierFlashFlagship
ProviderAnthropicGoogle

Projected monthly cost

Requests / moClaude Haiku 4.5Gemini 3.1 Pro
1,000$3.20$7.20
10,000$32.00$72.00
100,000$320.00$720.00
Open all in the calculator — adjust volume and token counts →

Claude Haiku 4.5

Very low latency for high-volume, simple tasks — classification, short summaries, and lightweight chat where response time matters more than depth.

Noticeably weaker on multi-step reasoning and long-context synthesis; pairing with a larger model for escalation is common.

Gemini 3.1 Pro

Native audio, video, and document understanding with a ~1M token context window — strong fit for multi-modal RAG and large-document analysis.

Output token cost is steep relative to input, and the largest context windows can be slow to fill — chunk large documents where possible.

More comparisons

Vendor list rates · per-request examples assume 1,200 input + 400 output tokens.