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APEX-SWE

Progress Over Time

Interactive timeline showing model performance evolution on APEX-SWE

State-of-the-art frontier
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Proprietary

APEX-SWE Leaderboard

1 models
ContextCostLicense
1500K$2.00 / $6.00
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About this benchmark

What is APEX-SWE?

APEX-SWE evaluates AI agents on software engineering tasks requiring multi-step coding, debugging, and verification.

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

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

Current leaders

Grok 4.6 from xAI currently leads the APEX-SWE leaderboard with a score of 0.564 across 1 evaluated AI models.

1Grok 4.6xAI56.4%

FAQ

Common questions about the APEX-SWE benchmark and leaderboard.

What is the APEX-SWE benchmark?

APEX-SWE evaluates AI agents on software engineering tasks requiring multi-step coding, debugging, and verification.

What is the APEX-SWE leaderboard?

The APEX-SWE leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, Grok 4.6 by xAI leads with a score of 0.564. The average score across all models is 0.564.

What is the highest APEX-SWE score?

The highest APEX-SWE score is 0.564, achieved by Grok 4.6 from xAI.

How many models are evaluated on APEX-SWE?

1 models have been evaluated on the APEX-SWE benchmark, with 0 verified results and 1 self-reported results.

What categories does APEX-SWE cover?

APEX-SWE is categorized under agents and code. The benchmark evaluates text models.

Which model offers the best value on APEX-SWE?

Among models scoring within 10% of the leader, Grok 4.6 from xAI is the cheapest, at $2.00 per million input tokens with a score of 0.564.

How recent are the APEX-SWE leaderboard results?

The APEX-SWE leaderboard was last updated in August 2026 and currently includes 1 evaluated models.
APEX-SWE Leaderboard