Comprehensive side-by-side LLM comparison
Gemini 3.1 Pro offers 850.1K more tokens in context window than Claude Sonnet 4. Gemini 3.1 Pro is $4.00 cheaper per million tokens. Claude Sonnet 4 is available on 3 providers. Both models have their strengths depending on your specific coding needs.
Anthropic
Claude Sonnet 4, released by Anthropic in May 2025, is a large language model from the Claude 4 family that delivers a balance of performance and efficiency for coding, reasoning, and analytical tasks. It features a 200K token context window (extendable to 1M tokens in beta), 64K maximum output tokens, native image understanding, and extended thinking support. Sonnet 4 targets development workflows, document analysis, and applications that benefit from the performance characteristics of the Claude 4 generation.
Google DeepMind
Gemini 3.1 Pro is a multimodal language model from Google DeepMind, released in preview in February 2026 as a point-version upgrade to Gemini 3 Pro focused on improving reasoning depth, factual grounding, and coding and agentic task performance. The model accepts text, images, video, audio, and PDFs as inputs across a 1M token context window, extending the multimodal breadth of the Gemini 3 series with a companion endpoint specifically optimized for custom tool use in agentic pipelines. Google describes it as built to refine the reliability and performance of the Gemini 3 Pro series, reflecting an incremental engineering iteration rather than an architectural overhaul.
9 months newer

Claude Sonnet 4
Anthropic
2025-05-14

Gemini 3.1 Pro
Google DeepMind
2026-02-19
Cost per million tokens (USD)
Claude Sonnet 4
Gemini 3.1 Pro
Context window and performance specifications
Claude Sonnet 4
2025-01
Gemini 3.1 Pro
2025-01
Available providers and their performance metrics
Claude Sonnet 4
Anthropic
AWS Bedrock
Google Cloud Vertex AI
Gemini 3.1 Pro
Claude Sonnet 4
Gemini 3.1 Pro
Claude Sonnet 4
Gemini 3.1 Pro