Head-to-head · frontier vs frontier

Gemini 3 Pro Pro vs Gemini 3 Pro Reasoning: which model should you choose?

We compared Gemini 3 Pro Pro and Gemini 3 Pro Reasoning on price, context window and 12 benchmarks. Gemini 3 Pro Reasoning has the stronger average benchmark score; Gemini 3 Pro Reasoning is cheaper on a blended 3:1 basis.

Google DeepMind

Gemini 3 Pro Pro

Gemini 3 Pro Pro is a frontier model from Google DeepMind. It offers a 200,000-token context window, costs $19.80 per million input tokens and $108.61 per million output tokens, and averages 87.3 across the index's benchmark suite.

Input
$19.80 / 1M
Output
$108.61 / 1M
Context
200,000
Avg score
87.3
Open weights
No
Full Gemini 3 Pro Pro page
Google DeepMind

Gemini 3 Pro Reasoning

Gemini 3 Pro Reasoning is a frontier model from Google DeepMind. It offers a 200,000-token context window, costs $19.69 per million input tokens and $98.36 per million output tokens, and averages 87.5 across the index's benchmark suite.

Input
$19.69 / 1M
Output
$98.36 / 1M
Context
200,000
Avg score
87.5
Open weights
No
Full Gemini 3 Pro Reasoning page

Specification comparison

SpecGemini 3 Pro ProGemini 3 Pro ReasoningEdge
Input price / 1M$19.80$19.69B
Output price / 1M$108.61$98.36B
Context window200,000200,000Tie
Max output8,1928,192Tie
Average score87.387.5B
Arena Elo1484.41485.0B
Open weightsNoNoTie

Benchmark comparison

Gemini 3 Pro Pro wins 4, Gemini 3 Pro Reasoning wins 8, and 0 benchmarks are tied. The table shows the modelled score for each model and the gap.

BenchmarkGemini 3 Pro ProGemini 3 Pro ReasoningGapWinner
MMLU-Pro88.290.11.9Gemini 3 Pro Reasoning
GPQA Diamond81.483.92.5Gemini 3 Pro Reasoning
SWE-bench Verified75.776.30.6Gemini 3 Pro Reasoning
HumanEval95.090.24.8Gemini 3 Pro Pro
MATH-50091.693.31.7Gemini 3 Pro Reasoning
AIME 202588.088.80.8Gemini 3 Pro Reasoning
LiveCodeBench83.182.01.1Gemini 3 Pro Pro
IFEval92.793.81.1Gemini 3 Pro Reasoning
TruthfulQA87.690.32.7Gemini 3 Pro Reasoning
HellaSwag93.693.50.1Gemini 3 Pro Pro
MMMU83.280.82.4Gemini 3 Pro Pro
Arena Elo1484.41485.00.6Gemini 3 Pro Reasoning

Price analysis

On a blended 3:1 input-to-output basis, Gemini 3 Pro Pro costs about $42.00 per million tokens and Gemini 3 Pro Reasoning costs about $39.36. Gemini 3 Pro Reasoning is roughly 6% cheaper than Gemini 3 Pro Pro. At high volume, that gap compounds quickly, so price should carry real weight unless the quality difference is decisive.

Both models list a 200,000-token context window. That is enough for long documents, large codebases and multi-step agent traces.

Verdict

Across 12 shared benchmarks, Gemini 3 Pro Pro wins 4, Gemini 3 Pro Reasoning wins 8, and 0 are tied. On the index average, Gemini 3 Pro Reasoning leads Gemini 3 Pro Pro by 0.2 points (87.5 versus 87.3).

The price picture favours Gemini 3 Pro Reasoning. The context picture is effectively a tie. Those two dimensions often matter more than a few benchmark points once a model is good enough for the task.

If you need a single default, start with Gemini 3 Pro Reasoning for quality-sensitive work, and check whether its price holds at your expected volume before committing.

Choose Gemini 3 Pro Pro if

  • You prefer Google DeepMind's tooling or already use it.

Choose Gemini 3 Pro Reasoning if

  • You want the higher average benchmark score in this index.
  • Unit cost matters and you want the cheaper blended price.

FAQ

Is Gemini 3 Pro Pro better than Gemini 3 Pro Reasoning?

On the index average, Gemini 3 Pro Reasoning leads Gemini 3 Pro Pro by 0.2 points (87.5 versus 87.3). The better choice depends on price, context and your task. Gemini 3 Pro Pro wins 4 benchmarks, Gemini 3 Pro Reasoning wins 8.

Which is cheaper, Gemini 3 Pro Pro or Gemini 3 Pro Reasoning?

Gemini 3 Pro Reasoning is cheaper on a blended 3:1 basis at about $39.36 per million tokens, versus $42.00 for Gemini 3 Pro Pro.

Which has the larger context window?

Both models list a 200,000-token context window.

Are these models open weights?

Gemini 3 Pro Pro is proprietary; Gemini 3 Pro Reasoning is proprietary.

Which should I choose for production?

If you need a single default, start with Gemini 3 Pro Reasoning for quality-sensitive work, and check whether its price holds at your expected volume before committing.

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