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CursorBench 4.0

Progress Over Time

Interactive timeline showing model performance evolution on CursorBench 4.0

State-of-the-art frontier
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CursorBench 4.0 Leaderboard

3 models
ContextCostLicense
1—1.0M$4.00 / $20.00
2—1.0M$2.00 / $10.00
3—500K$2.00 / $6.00
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About this benchmark

What is CursorBench 4.0?

CursorBench 4.0 evaluates coding agents on long-horizon coding tasks from real Cursor sessions. Version 4.0 adds longer-horizon tasks; scores are not comparable with CursorBench 3.2.

CursorBench 4.0 is a text benchmark evaluating models on agents and code tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.6.

Compare leaders on the best AI for agents and best AI for code leaderboards.

Current leaders

Claude Opus 5.5 from Anthropic currently leads the CursorBench 4.0 leaderboard with a score of 0.578 across 3 evaluated AI models.

1Claude Opus 5.5Anthropic57.8%
2Claude Sonnet 5.5Anthropic55.5%
3Grok 4.7xAI46.3%

FAQ

Common questions about the CursorBench 4.0 benchmark and leaderboard.

What is the CursorBench 4.0 benchmark?

CursorBench 4.0 evaluates coding agents on long-horizon coding tasks from real Cursor sessions. Version 4.0 adds longer-horizon tasks; scores are not comparable with CursorBench 3.2.

What is the CursorBench 4.0 leaderboard?

The CursorBench 4.0 leaderboard ranks 3 AI models based on their performance on this benchmark. Currently, Claude Opus 5.5 by Anthropic leads with a score of 0.578. The average score across all models is 0.532.

What is the highest CursorBench 4.0 score?

The highest CursorBench 4.0 score is 0.578, achieved by Claude Opus 5.5 from Anthropic.

How many models are evaluated on CursorBench 4.0?

3 models have been evaluated on the CursorBench 4.0 benchmark, with 0 verified results and 3 self-reported results.

What categories does CursorBench 4.0 cover?

CursorBench 4.0 is categorized under agents and code. The benchmark evaluates text models.

Which model offers the best value on CursorBench 4.0?

Among models scoring within 10% of the leader, Claude Sonnet 5.5 from Anthropic is the cheapest, at $2.00 per million input tokens with a score of 0.555.

How recent are the CursorBench 4.0 leaderboard results?

The CursorBench 4.0 leaderboard was last updated in October 2026 and currently includes 3 evaluated models.