Google: Gemini 2.5 Pro vs OpenAI: GPT-5.4 Image 2
Head-to-head API pricing and cost comparison between Google’s Google: Gemini 2.5 Pro and OpenAI’s OpenAI: GPT-5.4 Image 2. Prices auto-refresh daily from OpenRouter.
Google: Gemini 2.5 Pro is 84% cheaper for input tokens; Google: Gemini 2.5 Pro also wins on output tokens.
Side-by-side comparison
| Spec | Google: Gemini 2.5 Pro | OpenAI: GPT-5.4 Image 2 |
|---|---|---|
| Input price (per 1M) | $1.25 | $8.00 |
| Cached input (per 1M) | $0.13 | $2.00 |
| Output price (per 1M) | $10.00 | $15.00 |
| Batch input (per 1M) | — | $4.00 |
| Batch output (per 1M) | — | $7.50 |
| Reasoning price (per 1M) | $10.00 | — |
| Context window | 1049K | 272K |
| Vision support | Yes | Yes |
| Caching support | Yes | Yes |
| Batch API | No | Yes |
| Reasoning capability | Yes | No |
Monthly cost at volume
Estimated monthly API spend at common production traffic levels (input/output tokens per request shown).
| Volume | Google: Gemini 2.5 Pro | OpenAI: GPT-5.4 Image 2 | Savings |
|---|---|---|---|
1K req/day 500in / 200out tokens | $78.75 | $210.00 | $131.25 Google: Gemini 2.5 Pro wins |
10K req/day 1500in / 500out tokens | $2,063 | $5,850 | $3,788 Google: Gemini 2.5 Pro wins |
100K req/day 3000in / 800out tokens | $35,250 | $108,000 | $72,750 Google: Gemini 2.5 Pro wins |
1M req/day 8000in / 2000out tokens | $900,000 | $2,820,000 | $1,920,000 Google: Gemini 2.5 Pro wins |
Adjust input/output token counts, request volume, batch & cached pricing.
Related comparisons
Frequently asked questions
Which is cheaper, Google: Gemini 2.5 Pro or OpenAI: GPT-5.4 Image 2?
For input tokens, Google: Gemini 2.5 Pro is roughly 84% cheaper at $1.25/1M vs $8.00/1M. For output tokens, Google: Gemini 2.5 Pro wins at $10.00/1M. Real-world cost depends on your input/output ratio — use the calculator to model your actual workload.
What’s the context window difference?
Google: Gemini 2.5 Pro has a context window of 1049K tokens. OpenAI: GPT-5.4 Image 2 offers 272K 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: Gemini 2.5 Pro or OpenAI: GPT-5.4 Image 2?
Choose Google: Gemini 2.5 Pro if you’re already on the Google stack, want reasoning capabilities, or prefer its lower input price. Choose OpenAI: GPT-5.4 Image 2 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: May 28, 2026.