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Gemini 3.1 Pro Preview Custom Tools vs GPT-5.4
List-price comparison · Gemini 3.1 Pro Preview Custom Tools details · GPT-5.4 details
For a typical workload (100,000 requests / mo), Gemini 3.1 Pro Preview Custom Tools costs 20% less — $720.00/mo vs $900.00/mo.
| Gemini 3.1 Pro Preview Custom Tools | GPT-5.4 | |
|---|---|---|
| Input / 1M tokens | $2.00 | $2.50 |
| Output / 1M tokens | $12.00 | $15.00 |
| Typical request (1,200 in + 400 out) | $0.0072 | $0.009 |
| Context window | 1,048,756 tokens | 1050k tokens |
| Max output | 65,536 tokens | 128k tokens |
| Tier | Flagship | Flagship |
| Provider | OpenAI |
Projected monthly cost
1,000 requests / month$7.20 vs $9.0010,000 requests / month$72.00 vs $90.00100,000 requests / month$720.00 vs $900.00
Rows open both models in the calculator — adjust volume and token counts there.
Gemini 3.1 Pro Preview Custom Tools
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.