Head-to-head · frontier vs frontier

Claude Sonnet 4.5 Pro vs Gemini 3 Pro: which model should you choose?

We compared Claude Sonnet 4.5 Pro and Gemini 3 Pro on price, context window and 12 benchmarks. Claude Sonnet 4.5 Pro has the stronger average benchmark score; Gemini 3 Pro is cheaper on a blended 3:1 basis.

Anthropic

Claude Sonnet 4.5 Pro

Claude Sonnet 4.5 Pro is a frontier model from Anthropic. It offers a 1,000,000-token context window, costs $18.73 per million input tokens and $82.29 per million output tokens, and averages 86.7 across the index's benchmark suite.

Input
$18.73 / 1M
Output
$82.29 / 1M
Context
1,000,000
Avg score
86.7
Open weights
No
Full Claude Sonnet 4.5 Pro page
Google DeepMind

Gemini 3 Pro

Gemini 3 Pro is a frontier model from Google DeepMind. It offers a 2,000,000-token context window, costs $18.24 per million input tokens and $82.93 per million output tokens, and averages 86.1 across the index's benchmark suite.

Input
$18.24 / 1M
Output
$82.93 / 1M
Context
2,000,000
Avg score
86.1
Open weights
No
Full Gemini 3 Pro page

Specification comparison

SpecClaude Sonnet 4.5 ProGemini 3 ProEdge
Input price / 1M$18.73$18.24B
Output price / 1M$82.29$82.93A
Context window1,000,0002,000,000B
Max output16,3848,192A
Average score86.786.1A
Arena Elo1469.01460.7A
Open weightsNoNoTie

Benchmark comparison

Claude Sonnet 4.5 Pro wins 8, Gemini 3 Pro wins 4, and 0 benchmarks are tied. The table shows the modelled score for each model and the gap.

BenchmarkClaude Sonnet 4.5 ProGemini 3 ProGapWinner
MMLU-Pro86.388.21.9Gemini 3 Pro
GPQA Diamond83.179.04.1Claude Sonnet 4.5 Pro
SWE-bench Verified73.978.54.6Gemini 3 Pro
HumanEval92.791.80.9Claude Sonnet 4.5 Pro
MATH-50090.189.90.2Claude Sonnet 4.5 Pro
AIME 202588.484.34.1Claude Sonnet 4.5 Pro
LiveCodeBench81.983.31.4Gemini 3 Pro
IFEval94.193.70.4Claude Sonnet 4.5 Pro
TruthfulQA86.188.82.7Gemini 3 Pro
HellaSwag92.691.31.3Claude Sonnet 4.5 Pro
MMMU84.578.65.9Claude Sonnet 4.5 Pro
Arena Elo1469.01460.78.3Claude Sonnet 4.5 Pro

Price analysis

On a blended 3:1 input-to-output basis, Claude Sonnet 4.5 Pro costs about $34.62 per million tokens and Gemini 3 Pro costs about $34.41. Gemini 3 Pro is roughly 1% cheaper than Claude Sonnet 4.5 Pro. At high volume, that gap compounds quickly, so price should carry real weight unless the quality difference is decisive.

Gemini 3 Pro has the larger context window at 2,000,000 tokens, compared with 1,000,000 for Claude Sonnet 4.5 Pro. That matters for long documents, large codebases and multi-step agent traces.

Verdict

Across 12 shared benchmarks, Claude Sonnet 4.5 Pro wins 8, Gemini 3 Pro wins 4, and 0 are tied. On the index average, Claude Sonnet 4.5 Pro leads Gemini 3 Pro by 0.6 points (86.7 versus 86.1).

The price picture favours Gemini 3 Pro. The context picture favours Gemini 3 Pro. 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 Claude Sonnet 4.5 Pro for quality-sensitive work and Gemini 3 Pro for high-volume, well-scoped tasks. Run both on a sample of your own traffic before locking in a choice.

Choose Claude Sonnet 4.5 Pro if

  • You want the higher average benchmark score in this index.
  • You need the larger 16,384-token output limit.

Choose Gemini 3 Pro if

  • Unit cost matters and you want the cheaper blended price.
  • You need the larger 2,000,000-token context window.

FAQ

Is Claude Sonnet 4.5 Pro better than Gemini 3 Pro?

On the index average, Claude Sonnet 4.5 Pro leads Gemini 3 Pro by 0.6 points (86.7 versus 86.1). The better choice depends on price, context and your task. Claude Sonnet 4.5 Pro wins 8 benchmarks, Gemini 3 Pro wins 4.

Which is cheaper, Claude Sonnet 4.5 Pro or Gemini 3 Pro?

Gemini 3 Pro is cheaper on a blended 3:1 basis at about $34.41 per million tokens, versus $34.62 for Claude Sonnet 4.5 Pro.

Which has the larger context window?

Gemini 3 Pro has the larger context window at 2,000,000 tokens. Claude Sonnet 4.5 Pro has 1,000,000 tokens.

Are these models open weights?

Claude Sonnet 4.5 Pro is proprietary; Gemini 3 Pro is proprietary.

Which should I choose for production?

If you need a single default, start with Claude Sonnet 4.5 Pro for quality-sensitive work and Gemini 3 Pro for high-volume, well-scoped tasks. Run both on a sample of your own traffic before locking in a choice.

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