Comprehensive side-by-side LLM comparison
Claude Opus 4.1 leads with 17.0% higher average benchmark score. Kimi K2 offers 32.2K more tokens in context window than Claude Opus 4.1. Kimi K2 is $86.90 cheaper per million tokens. Claude Opus 4.1 supports multimodal inputs. Claude Opus 4.1 is available on 3 providers. Overall, Claude Opus 4.1 is the stronger choice for coding tasks.
Anthropic
Claude Opus 4.1, released by Anthropic in August 2025, is a large language model from the Claude 4 family optimized for demanding reasoning, multi-step coding, and extended analysis tasks. It features a 200K token context window, 32K maximum output tokens, native image understanding, and extended thinking capabilities. Opus 4.1 targets complex problem-solving, multi-turn reasoning workflows, and applications requiring deep analysis with integrated tool use.
Moonshot AI
Kimi K2, released by Moonshot AI on July 11, 2025, is an open-weight Mixture-of-Experts large language model with 1 trillion total parameters and 32 billion active parameters per inference. It features a 256K token context window (expanded from 128K in an September 2025 update) and demonstrated strong performance on agentic coding benchmarks. Kimi K2 targets software engineering agents, tool-use workflows, and open-source deployments under a modified MIT license.
25 days newer
Kimi K2
Moonshot AI
2025-07-11

Claude Opus 4.1
Anthropic
2025-08-05
Cost per million tokens (USD)
Claude Opus 4.1
Kimi K2
Context window and performance specifications
Average performance across 1 common benchmarks
Claude Opus 4.1
Kimi K2
Performance comparison across key benchmark categories
Claude Opus 4.1
Kimi K2
Claude Opus 4.1
2025-01
Available providers and their performance metrics
Claude Opus 4.1
Anthropic
AWS Bedrock
Google Cloud Vertex AI
Kimi K2
Claude Opus 4.1
Kimi K2
Claude Opus 4.1
Kimi K2
Moonshot AI