Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

Model Snapshot

Key decision metrics at a glance.

Gemini 3.1 Pro Preview
Google
Reasoning
6
Coding
6
Multimodal
5
Long Context
7
Blended Price / 1M tokens
$0.005
P95 Latency
1000ms
Tokens per second
116.902tokens/sec
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)
Anthropic
Reasoning
6
Coding
5
Multimodal
4
Long Context
7
Blended Price / 1M tokens
$0.010
P95 Latency
1000ms
Tokens per second
47.679tokens/sec

Overall Capabilities

The capability radar provides a holistic view of the Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Gemini 3.1 Pro Preview` vs `Claude Opus 4.6 (Adaptive Reasoning, Max Effort)`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) debate, Gemini 3.1 Pro Preview scores 60 against Claude Opus 4.6 (Adaptive Reasoning, Max Effort)'s 60. This data-driven approach is essential for any serious Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token
Gemini 3.1 Pro Preview300ms
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)300ms
Tokens per Second
Gemini 3.1 Pro Preview116.902
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)47.679

The Economics of Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort)

Power is only one part of the equation. This Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) pricing analysis gives you a true sense of value.

Pricing Breakdown
Compare input and output pricing at a glance.

Which Model Wins the Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) Battle for You?

Choose Gemini 3.1 Pro Preview if...
You need the most advanced reasoning capabilities available.
Your use case demands cutting-edge AI performance.
Choose Claude Opus 4.6 (Adaptive Reasoning, Max Effort) if...
You are developing at scale where operational costs are critical.
You prioritize cost-effectiveness over maximum performance.
Your workload requires consistent, reliable performance.

Your Questions about the Gemini 3.1 Pro Preview vs Claude Opus 4.6 (Adaptive Reasoning, Max Effort) Comparison