Compare/Gemini 3.1 Pro Preview vs Claude Sonnet 5 (Non-reasoning, High Effort)

Gemini 3.1 Pro PreviewvsClaude Sonnet 5 (Non-reasoning, High Effort)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

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Gemini 3.1 Pro Preview

Input
$2/M
Output
$12/M
Speed
129 tok/s
TTFT
25.94s
Anthropic

Claude Sonnet 5 (Non-reasoning, High Effort)

Input
$2/M
Output
$10/M
Speed
TTFT

Winner by Category

Cheaper
Claude Sonnet 5 (Non-reasoning, High Effort)
Faster (tok/s)
Gemini 3.1 Pro Preview
Lower Latency
Claude Sonnet 5 (Non-reasoning, High Effort)
Benchmarks (7-0)
Gemini 3.1 Pro Preview

Pricing Comparison

MetricGemini 3.1 Pro PreviewClaude Sonnet 5 (Non-reasoning, High Effort)
Input ($/M tokens)$2$2
Output ($/M tokens)$12$10
Cost for 1M input + 100K output tokens:
Gemini 3.1 Pro Preview$3.20
Claude Sonnet 5 (Non-reasoning, High Effort)$3.00

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemini 3.1 Pro Preview
129 tok/s
Claude Sonnet 5 (Non-reasoning, High Effort)
Time to First Token (seconds) — lower is better
Gemini 3.1 Pro Preview
25.94s
Claude Sonnet 5 (Non-reasoning, High Effort)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
46.541.7
Coding Index
68.866.4
Math Index
GPQA Diamond
94.1%80.0%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
44.7%17.8%
SciCode
58.9%48.6%
IFBench
77.1%
TerminalBench
53.8%
Gemini 3.1 Pro Preview7 wins
0 winsClaude Sonnet 5 (Non-reasoning, High Effort)

Frequently Asked Questions

Which is cheaper, Gemini 3.1 Pro Preview or Claude Sonnet 5 (Non-reasoning, High Effort)?

Claude Sonnet 5 (Non-reasoning, High Effort) is cheaper overall. Its blended price (3:1 input/output ratio) is $4.00/M tokens vs $4.50/M for Gemini 3.1 Pro Preview.

Which model performs better on benchmarks?

Gemini 3.1 Pro Preview wins 7 out of 12 benchmarks compared to 0 for Claude Sonnet 5 (Non-reasoning, High Effort). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Gemini 3.1 Pro Preview generates tokens faster at 129 tok/s vs 0 tok/s. However, Claude Sonnet 5 (Non-reasoning, High Effort) has lower time-to-first-token (0.00s vs 25.94s).

When should I use Gemini 3.1 Pro Preview vs Claude Sonnet 5 (Non-reasoning, High Effort)?

Choose based on your priorities: Claude Sonnet 5 (Non-reasoning, High Effort) for lower cost, Gemini 3.1 Pro Preview for stronger benchmark performance, and Gemini 3.1 Pro Preview for faster generation. For latency-sensitive apps, check the TTFT comparison above.