Cursor drops Composer 2.5 with Kimi base
Cursor launches Composer 2.5, a major upgrade to its AI coding agent built on Moonshot's Kimi K2.5 with 25x more synthetic training data. The update introduces a new textual feedback RL method that enables the model to match GPT-5.5 and Claude 4.7 benchmarks while excelling at long-horizon engineering tasks.
This release marks a departure from agentic wrappers toward deeply specialized models that outperform general-purpose frontier LLMs in coding.
- –Massive synthetic training scale (25x) specifically targets 'feature deletion' and multi-file refactoring scenarios.
- –New textual feedback loop in RL directly addresses credit assignment for complex, long-running engineering plans.
- –Transitioning to a Kimi K2.5 base with 85% custom compute focus signals Cursor's intent to own the entire model-to-editor vertical.
- –Concurrent platform updates like parallel execution and native PR reviews further centralize the IDE as a proactive collaborator.
- –Benchmark results of 79.8% on SWE-Bench Multilingual place it at the absolute top of the field for production-ready agents.
DISCOVERED
9h ago
2026-05-18
PUBLISHED
12h ago
2026-05-18
RELEVANCE
AUTHOR
asar