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Gemma 3 12B vs GPT-5.4
List-price comparison ·Gemma 3 12B details ·GPT-5.4 details
For a typical workload (100,000 requests / mo), Gemma 3 12B is the cheapest — 99% less than the priciest here ($12.00/mo vs $900.00/mo).
| Gemma 3 12B | GPT-5.4 | |
|---|---|---|
| Input / 1M tokens | $0.050 | $2.50 |
| Output / 1M tokens | $0.150 | $15.00 |
| Typical request (1,200 in + 400 out) | $0.0001 | $0.009 |
| Context window | 131,072 tokens | 1050k tokens |
| Max output | 16,384 tokens | 128k tokens |
| Quality score | 70/100 | 95/100 |
| Tier | Balanced | Flagship |
| Provider | OpenAI |
Projected monthly cost
| Requests / mo | Gemma 3 12B | GPT-5.4 |
|---|---|---|
| 1,000 | $0.12 | $9.00 |
| 10,000 | $1.20 | $90.00 |
| 100,000 | $12.00 | $900.00 |
Gemma 3 12B
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.