Comprehensive side-by-side LLM comparison
Claude Opus 4.6 leads with 10.8% higher average benchmark score. Claude Opus 4.6 is available on 3 providers. Overall, Claude Opus 4.6 is the stronger choice for coding tasks.
Anthropic
Claude Opus 4.6, released by Anthropic in February 2026, is a large language model from the Claude 4 family designed for complex agent orchestration, extended reasoning, and long-form code generation. It features a 200K token context window (extendable to 1M tokens in beta), 128K maximum output tokens, native image understanding, and extended thinking with both standard and adaptive effort modes. Opus 4.6 targets multi-step agentic workflows, parallel tool use, and applications requiring sustained reasoning over large contexts.
ByteDance
Seed-1.8, developed by ByteDance Seed, is a generalized agentic large language model supporting text and image input, with industry-leading GUI agent capabilities and improvements in multimodal reasoning over its predecessor Seed1.5-VL. It targets information retrieval, code generation, GUI interaction, and complex agentic workflows requiring robust multimodal understanding.
1 month newer
Seed-1.8
ByteDance
2025-12-18

Claude Opus 4.6
Anthropic
2026-02
Context window and performance specifications
Average performance across 1 common benchmarks
Claude Opus 4.6
Seed-1.8
Performance comparison across key benchmark categories
Claude Opus 4.6
Seed-1.8
Claude Opus 4.6
2025-05
Available providers and their performance metrics
Claude Opus 4.6
Anthropic
AWS Bedrock
Google Cloud Vertex AI
Seed-1.8
Claude Opus 4.6
Seed-1.8
Claude Opus 4.6
Seed-1.8