Comprehensive side-by-side LLM comparison
Gemini 3.1 Pro leads with 24.0% higher average benchmark score. Gemini 3.1 Pro offers 850.1K more tokens in context window than Claude Sonnet 4.5. Gemini 3.1 Pro is $4.00 cheaper per million tokens. Claude Sonnet 4.5 is available on 3 providers. Overall, Gemini 3.1 Pro is the stronger choice for coding tasks.
Anthropic
Claude Sonnet 4.5, released by Anthropic in September 2025, is a large language model from the Claude 4.5 family that balances response quality and efficiency for coding, agentic tasks, and analytical work. 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 4.5 targets use cases that require a balance of throughput and reasoning depth, including code generation, data analysis, and multi-step agentic pipelines.
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.
4 months newer

Claude Sonnet 4.5
Anthropic
2025-09-29

Gemini 3.1 Pro
Google DeepMind
2026-02-19
Cost per million tokens (USD)
Claude Sonnet 4.5
Gemini 3.1 Pro
Context window and performance specifications
Average performance across 4 common benchmarks
Claude Sonnet 4.5
Gemini 3.1 Pro
Performance comparison across key benchmark categories
Claude Sonnet 4.5
Claude Sonnet 4.5
2025-01
Gemini 3.1 Pro
2025-01
Available providers and their performance metrics
Claude Sonnet 4.5
Anthropic
AWS Bedrock
Google Cloud Vertex AI
Gemini 3.1 Pro
Claude Sonnet 4.5
Gemini 3.1 Pro
Claude Sonnet 4.5
Gemini 3.1 Pro
Gemini 3.1 Pro