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description: Cognition&#x27;s Frontier Code benchmark evaluates AI coding agents on code mergeability rather than just test passage. It uses 150 tasks (with a hardest 50...
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# Frontier Code (GPT-5.6 VS Mythos): This BENCHMARK is ACTUALLY REAL!

**[AICodeKing](https://daily.dev/sources/aicodeking)** · 16 min read · 0 upvotes · 0 comments

## Summary

Cognition's Frontier Code benchmark evaluates AI coding agents on code mergeability rather than just test passage. It uses 150 tasks (with a hardest 50 'Diamond' subset) sourced from 36 open source repos, graded by actual maintainers across axes like behavioral correctness, regression safety, scope, and code quality. Results show Claude Opus 4.8 leads on Diamond with only 13.4% score, highlighting how far current models are from production-quality code. The benchmark also compares favorably to older benchmarks like SWE-Bench Pro on false positive rates (81% reduction). Key caveats: tasks are not public, scores reflect model+harness combinations, and prompt-based grading introduces subjectivity.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.youtube.com/watch?v=ptKzEs9-qm4>

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Tags: [#llm](https://daily.dev/tags/llm), [#code-review](https://daily.dev/tags/code-review)

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