Gemini 3.1 Pro
Gemini 3.1 Pro is the safest overall answer here when you want the strongest default instead of the lowest list price.
- Best for
- Research, deep document analysis, and long-context reasoning at competitive pricing
- Price
- $2.00/1M
- Context
Claude Opus 4.6 wins on coding (99 vs 80) and writing quality. Gemini 3.1 Pro wins on price ($2 vs $15/1M input) and context window (2M vs 1M). For most workflows, Gemini 3.1 Pro is the stronger default — best for research and deep document analysis — 2m context at the best premium price.
The shortest way to see the safest default, the lower-cost option, and the specialist pick before you read deeper.
Gemini 3.1 Pro is the safest overall answer here when you want the strongest default instead of the lowest list price.
Switch the scoring lens to see whether the top answer changes when you care more about cost, speed, or long-document work.
Google / Premium / Mar 24, 2026
Best for research and deep document analysis — 2M context at the best premium price.
Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.
Your primary use case is writing quality or agentic coding — Claude wins both.
The fastest way to see where the recommendation shifts when your priority changes.
2M token context window — the largest of any frontier model
Leads ARC-AGI-2 reasoning benchmark at 77.1%
Best price-to-performance among premium models at $2/$12 per 1M tokens
Slower than Flash for everyday lightweight tasks
Claude Sonnet 4.6 is better for writing quality
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Gemini 3.1 Pro wins on more categories — research, long context, reasoning. Claude Opus 4.6 is the better pick when agentic coding. The right choice depends on your specific use case.
Gemini 3.1 Pro is cheaper at $2/1M input and $12/1M output. Claude Opus 4.6 costs $15/1M input and $75/1M output.
Gemini 3.1 Pro has the larger context window at 2M tokens vs Claude Opus 4.6's 1M. For large document analysis, Gemini 3.1 Pro is the stronger pick.
Claude Opus 4.6 is better for coding with a score of 99 vs Gemini 3.1 Pro's 80. For the highest coding quality available, Claude Sonnet 4.6 (79.6% SWE-bench) or Opus 4.6 (80.8%) remain benchmarks.
Gemini 3.1 Pro is faster with a balanced speed rating (score: 3) vs Claude Opus 4.6's deliberate rating (score: 2).
Google: Gemma 2 9B is the lower-cost option to start with when you still need useful output at scale.
Claude Opus 4.6 is the better pick when response speed matters more than maximum reasoning depth.
Claude Opus 4.6 leads on coding with a score of 99 vs 80 for Gemini 3.1 Pro.
Gemini 3.1 Pro has the larger context window: 2M vs 1M for Claude Opus 4.6.
Gemini 3.1 Pro is cheaper at $2/1M input tokens vs $15/1M for Claude Opus 4.6.
Choose Gemini 3.1 Pro for research and long context — research.
Choose Claude Opus 4.6 when agentic coding.
Both models serve different primary workflows — consider using each where it has a clear edge.