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Claude Haiku 4.5 vs GPT-5.4 Nano (batch)

List-price comparison ·Claude Haiku 4.5 details ·GPT-5.4 Nano (batch) details

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For a typical workload (100,000 requests / mo), GPT-5.4 Nano (batch) is the cheapest — 88% less than the priciest here ($37.00/mo vs $320.00/mo).

 Claude Haiku 4.5GPT-5.4 Nano (batch)
Input / 1M tokens$1.00$0.100
Output / 1M tokens$5.00$0.625
Typical request (1,200 in + 400 out)$0.0032$0.0004
Context window200k tokens400k tokens
Max output64k tokens128k tokens
Quality score70/10062/100
TierFlashFlash
ProviderAnthropicOpenAI

Projected monthly cost

Requests / moClaude Haiku 4.5GPT-5.4 Nano (batch)
1,000$3.20$0.37
10,000$32.00$3.70
100,000$320.00$37.00
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.

GPT-5.4 Nano (batch)

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More comparisons

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