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Claude Opus 4.5 (batch) vs GPT-5.4

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

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For a typical workload (100,000 requests / mo), Claude Opus 4.5 (batch) is the cheapest — 11% less than the priciest here ($800.00/mo vs $900.00/mo).

 Claude Opus 4.5 (batch)GPT-5.4
Input / 1M tokens$2.50$2.50
Output / 1M tokens$12.50$15.00
Typical request (1,200 in + 400 out)$0.008$0.009
Context window200k tokens1050k tokens
Max output64k tokens128k tokens
Quality score95/10095/100
TierFlagshipFlagship
ProviderAnthropicOpenAI

Projected monthly cost

Requests / moClaude Opus 4.5 (batch)GPT-5.4
1,000$8.00$9.00
10,000$80.00$90.00
100,000$800.00$900.00
Open all in the calculator — adjust volume and token counts →

Claude Opus 4.5 (batch)

Auto-synced from OpenRouter — no editorial write-up yet.

GPT-5.4

Excellent general-purpose reasoning and broad world knowledge, with strong performance on coding, math, and multi-modal (image + file) inputs.

Output tokens are priced well above input tokens, so verbose responses dominate cost — tight max-token limits and prompt caching matter.

More comparisons

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