FrontierChallenge (Claude Code): leaderboard

Apodex FrontierChallenge: agents complete specified scientific workflows across 97 tasks (materials, life science, chemistry and more) and deliver checkable artifact bundles; pass rate is the share of tasks with a native score of at least 99.9. Live leaderboard, models in the Claude Code scaffold; percent, higher is better.

Metric: Pass Rate (%). Source: apodexai.github.io. Saturation forecast: Around 2029. 10 models tracked.

Top models

#ModelScoreOverall rank
1Grok 4.620.6#29
2Kimi K317.5#35
3Claude Opus 517.5#16
4Qwen 3.8 Max15.5#34
5DeepSeek V4 Pro (0813)13.4#58
6DeepSeek V4 Flash (0731)12.4#84
7Gemini 3.7 Flash10.3#24
8Apodex 1.110.3#96
9Qwen 3.5 397B A17B4.1#154
10GLM-5.23.1#80

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=frontierchallenge-claude-code · How It Works · Data refreshed daily, snapshot 2026-11-05.