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Google: Nano Banana Pro (Gemini 3 Pro Image Preview) vs OpenAI: GPT-4o Search Preview

Head-to-head API cost, context, and performance comparison. Synced at 2:56:54 PM.

Executive Summary

When evaluating Google: Nano Banana Pro (Gemini 3 Pro Image Preview) against OpenAI: GPT-4o Search Preview, the pricing structure is a key differentiator. OpenAI: GPT-4o Search Preview is approximately 11% more cost-effective per 1 million tokens overall.

However, when looking at raw reasoning capabilities, OpenAI: GPT-4o Search Preview leads with a statistical ELO score of 1415. For tasks involving complex logic, coding, or instruction-following, developers might prefer OpenAI: GPT-4o Search Preview, provided their budget allows for the API burn rate.

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Raw Technical comparison

Metric
Google: Nano Banana Pro (Gemini 3 Pro Image Preview)
OpenAI: GPT-4o Search Preview
Performance (ELO)
1415
1415
Input Cost / 1M
$2.00
$2.50
Output Cost / 1M
$12.00
$10.00
Context Window
65,536 tokens
128,000 tokens

Verdict

If you are looking for pure performance and capability, Tie is statistically superior. However, if API burn rate is the primary concern, OpenAI: GPT-4o Search Preview wins out aggressively in pricing.

People Also Ask

Is Google: Nano Banana Pro (Gemini 3 Pro Image Preview) cheaper than OpenAI: GPT-4o Search Preview?

No. OpenAI: GPT-4o Search Preview is the more cost-effective model, operating at a lower price point per 1 million tokens.

Which model has the larger context window?

The OpenAI: GPT-4o Search Preview model has the advantage in memory, offering a massive 128,000 token limit for document ingestion.

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