Comprehensive side-by-side LLM comparison
Claude Sonnet 4.6 leads with 73.4% higher average benchmark score. Grok 3 offers 752.4K more tokens in context window than Claude Sonnet 4.6. Both models have similar pricing. 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.
xAI
Grok 3, released by xAI in February 2025, is a large language model trained on xAI's Colossus supercluster with substantially increased compute over previous generations. It features a 1M token context window, RL-enhanced Think mode for extended reasoning, and demonstrated strong results on mathematics, coding, and scientific benchmarks. Grok 3 targets complex reasoning, real-time information tasks via X platform integration, and agentic workflows via the xAI API.
1 year newer

Grok 3
xAI
2025-02-17

Claude Sonnet 4.6
Anthropic
2026-02-17
Cost per million tokens (USD)
Claude Sonnet 4.6
Grok 3
Context window and performance specifications
Average performance across 1 common benchmarks
Claude Sonnet 4.6
Grok 3
Performance comparison across key benchmark categories
Claude Sonnet 4.6
Grok 3
Claude Sonnet 4.6
2025-08
Available providers and their performance metrics
Claude Sonnet 4.6
Anthropic
AWS Bedrock
Google Cloud Vertex AI
Grok 3
Claude Sonnet 4.6
Grok 3
Claude Sonnet 4.6
Grok 3
xAI