Comprehensive side-by-side LLM comparison
Claude Sonnet 4.6 leads with 10.4% higher average benchmark score. Claude Sonnet 4.6 supports multimodal inputs. Claude Sonnet 4.6 is available on 3 providers. Overall, Claude Sonnet 4.6 is the stronger choice for coding tasks.
Anthropic
Claude Sonnet 4.6 is a general-purpose language model from Anthropic, released in February 2026 as an update to the Sonnet 4 line that introduced adaptive thinking — a mode where the model automatically calibrates its reasoning depth based on task complexity rather than requiring manual configuration by the developer. The model accepts text and image inputs and integrates natively with web search and code execution tools, consolidating capabilities that previously required separate toolchain setup into a unified API surface. It became the primary workhorse model in the Claude 4 series for code assistance, agentic pipelines, and retrieval-augmented applications that benefit from built-in web access.
OpenAI
GPT-5 Codex, released by OpenAI in August 2025, is a coding-specialized large language model from the GPT-5 family engineered for software engineering, code generation, and agentic development workflows. It builds on GPT-5's architecture with optimizations targeting multi-file code editing, test generation, and automated debugging. GPT-5 Codex targets developers and agentic coding tools requiring a model tuned specifically for programming tasks.
6 months newer

GPT-5 Codex
OpenAI
2025-08

Claude Sonnet 4.6
Anthropic
2026-02-17
Context window and performance specifications
Average performance across 2 common benchmarks
Claude Sonnet 4.6
GPT-5 Codex
Performance comparison across key benchmark categories
Claude Sonnet 4.6
GPT-5 Codex
Claude Sonnet 4.6
2025-08
Available providers and their performance metrics
Claude Sonnet 4.6
Anthropic
AWS Bedrock
Google Cloud Vertex AI
GPT-5 Codex
Claude Sonnet 4.6
GPT-5 Codex
Claude Sonnet 4.6
GPT-5 Codex