Cursor Composer 2: Frontier-Level Coding at Practical Pricing

Cursor has released Composer 2, its latest in-house coding model, boasting frontier-level performance, improved long-horizon task handling, and lower cost than competing fast models.

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Why it matters

Composer 2's combination of frontier-level coding capabilities and aggressive pricing makes it a significant development in the AI-assisted coding landscape.

Key Points

  • 1Composer 2 delivers large improvements on coding benchmarks like Terminal-Bench 2.0 and SWE-bench Multilingual
  • 2Cursor's first continued pretraining run provides a stronger base for the model
  • 3Reinforcement learning is used to optimize Composer 2 for long-horizon coding tasks
  • 4Cursor also introduces a faster Composer 2 variant with the same intelligence

Details

Composer 2 is Cursor's latest in-house coding model, positioned as a frontier-level and cost-effective option for agentic software work. The key improvements include stronger coding performance across multiple benchmarks, continued pretraining to build a better foundation, and reinforcement learning to handle long-horizon coding tasks. Cursor claims Composer 2 can solve challenging tasks requiring hundreds of actions, indicating optimization for sustained multi-step software development. Additionally, Cursor is offering a faster variant of Composer 2 with the same underlying intelligence, providing a practical option for everyday use.

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