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Gemini 3.1 Pro Preview (batch) vs GPT-5.4
List-price comparison ·Gemini 3.1 Pro Preview (batch) details ·GPT-5.4 details
For a typical workload (100,000 requests / mo), Gemini 3.1 Pro Preview (batch) is the cheapest — 60% less than the priciest here ($360.00/mo vs $900.00/mo).
| Gemini 3.1 Pro Preview (batch) | GPT-5.4 | |
|---|---|---|
| Input / 1M tokens | $1.00 | $2.50 |
| Output / 1M tokens | $6.00 | $15.00 |
| Typical request (1,200 in + 400 out) | $0.0036 | $0.009 |
| Context window | 1,048,576 tokens | 1050k tokens |
| Max output | 65,536 tokens | 128k tokens |
| Quality score | 90/100 | 95/100 |
| Tier | Flagship | Flagship |
| Provider | OpenAI |
Projected monthly cost
| Requests / mo | Gemini 3.1 Pro Preview (batch) | GPT-5.4 |
|---|---|---|
| 1,000 | $3.60 | $9.00 |
| 10,000 | $36.00 | $90.00 |
| 100,000 | $360.00 | $900.00 |
Gemini 3.1 Pro Preview (batch)
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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.
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Vendor list rates · per-request examples assume 1,200 input + 400 output tokens.