Google: Gemma 4 31B (batch) vs OpenAI: GPT-4o
Head-to-head API pricing and cost comparison between Google’s Google: Gemma 4 31B (batch) and OpenAI’s OpenAI: GPT-4o. Prices auto-refresh daily from OpenRouter.
Google: Gemma 4 31B (batch) is 84% cheaper for input tokens; Google: Gemma 4 31B (batch) also wins on output tokens.
Side-by-side comparison
| Spec | Google: Gemma 4 31B (batch) | OpenAI: GPT-4o |
|---|---|---|
| Input price (per 1M) | $0.39 | $2.50 |
| Cached input (per 1M) | — | $1.25 |
| Output price (per 1M) | $0.97 | $10.00 |
| Batch input (per 1M) | — | $1.25 |
| Batch output (per 1M) | — | $5.00 |
| Reasoning price (per 1M) | — | — |
| Context window | 262K | 128K |
| Vision support | Yes | Yes |
| Caching support | No | Yes |
| Batch API | No | Yes |
| Reasoning capability | No | No |
Monthly cost at volume
Estimated monthly API spend at common production traffic levels (input/output tokens per request shown).
| Volume | Google: Gemma 4 31B (batch) | OpenAI: GPT-4o | Savings |
|---|---|---|---|
1K req/day 500in / 200out tokens | $11.67 | $97.50 | $85.83 Google: Gemma 4 31B (batch) wins |
10K req/day 1500in / 500out tokens | $321.00 | $2,625 | $2,304 Google: Gemma 4 31B (batch) wins |
100K req/day 3000in / 800out tokens | $5,838 | $46,500 | $40,662 Google: Gemma 4 31B (batch) wins |
1M req/day 8000in / 2000out tokens | $151,800 | $1,200,000 | $1,048,200 Google: Gemma 4 31B (batch) wins |
Adjust input/output token counts, request volume, batch & cached pricing.
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Frequently asked questions
Which is cheaper, Google: Gemma 4 31B (batch) or OpenAI: GPT-4o?
For input tokens, Google: Gemma 4 31B (batch) is roughly 84% cheaper at $0.39/1M vs $2.50/1M. For output tokens, Google: Gemma 4 31B (batch) wins at $0.97/1M. Real-world cost depends on your input/output ratio — use the calculator to model your actual workload.
What’s the context window difference?
Google: Gemma 4 31B (batch) has a context window of 262K tokens. OpenAI: GPT-4o offers 128K tokens. Larger context windows are valuable for long documents, RAG pipelines, and multi-turn conversations — but they come with higher input-token bills if you fill them every request.
Should I use Google: Gemma 4 31B (batch) or OpenAI: GPT-4o?
Choose Google: Gemma 4 31B (batch) if you’re already on the Google stack, want broad ecosystem support, or prefer its lower input price. Choose OpenAI: GPT-4o for OpenAI’s ecosystem, native vision input, or its differentiated capabilities. Run a small benchmark on your own prompts before committing — price is only one axis.
How are these prices kept current?
Prices are pulled directly from OpenRouter’s public models API once every 24 hours via a Convex cron job, then normalized to per-1M-token figures. Last refresh: Aug 29, 2026.