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GPT-5.4 Pro (batch) Pricing

OpenAI · openai-gpt-5-4-pro-batch

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Input / 1M tokens

$15.00

Output / 1M tokens

$90.00

Context window

1050k tokens

≈ 1,400 pages of text

Max output

128k tokens

What it costs in practice

Typical request (1,200 in + 400 out tokens)$0.054

1,000 requests / month$54.00/mo 10,000 requests / month$540.00/mo 100,000 requests / month$5,400.00/mo

Estimate your own workloadOpens the calculator with GPT-5.4 Pro (batch) preloaded — adjust volume and token counts there.

Price history

Only one price point recorded so far.

The staircase chart appears once a price change is detected.

What it excels at

Processes 1M-token contexts with 128k output for long-document reasoning and vision tasks. Supports high-volume batch workloads at commercial scale.

The business tradeoff

Output pricing at $90 per million tokens raises costs for generation-heavy use. Batch focus limits suitability for low-latency interactive applications.

Cheaper from OpenAI

GPT-5.6 Luna ProOpenAI$0.0036/ typical request GPT-5.4 MiniOpenAI$0.0027/ typical request GPT-5.5 (batch)OpenAI$0.009/ typical request

Same tier from other providers

Claude Fable 5Anthropic$0.032/ typical request Qwen3.7 PlusQwen$0.0009/ typical request Grok 4.3xAI$0.0025/ typical request

Head-to-head

GPT-5.4 Pro (batch) vs Claude Fable 5 →GPT-5.4 Pro (batch) vs Qwen3.7 Plus →GPT-5.4 Pro (batch) vs Grok 4.3 →

Vendor list rates, as of Jul 22, 2026 · source: openrouter · per-request examples assume 1,200 input + 400 output tokens.