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DeepSeek: DeepSeek V4 Pro 0423 vs Google: Gemini 3.1 Pro Preview

Head-to-head API cost, context, and performance comparison. Synced at 2:07:36 PM.

Executive Summary

When evaluating DeepSeek: DeepSeek V4 Pro 0423 against Google: Gemini 3.1 Pro Preview, the pricing structure is a key differentiator. DeepSeek: DeepSeek V4 Pro 0423 is approximately 96% more cost-effective per 1 million tokens overall.

However, when looking at raw reasoning capabilities, DeepSeek: DeepSeek V4 Pro 0423 leads with a statistical ELO score of 1592. For tasks involving complex logic, coding, or instruction-following, developers might prefer DeepSeek: DeepSeek V4 Pro 0423, provided their budget allows for the API burn rate.

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Raw Technical comparison

Metric
DeepSeek: DeepSeek V4 Pro 0423
Google: Gemini 3.1 Pro Preview
Performance (ELO)
1592
1503
Input Cost / 1M
$0.21
$2.00
Output Cost / 1M
$0.42
$12.00
Context Window
1,048,576 tokens
1,048,576 tokens

Verdict

If you are looking for pure performance and capability, DeepSeek: DeepSeek V4 Pro 0423 is statistically superior. However, if API burn rate is the primary concern, DeepSeek: DeepSeek V4 Pro 0423 wins out aggressively in pricing.

People Also Ask

Is DeepSeek: DeepSeek V4 Pro 0423 cheaper than Google: Gemini 3.1 Pro Preview?

Yes. DeepSeek: DeepSeek V4 Pro 0423 is cheaper for both input and output generation compared to Google: Gemini 3.1 Pro Preview. Exploring alternatives often yields cost reductions.

Which model has the larger context window?

Both models offer an identical context window of 1,048,576 tokens.

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