Atlas

Benchmarks

← All benchmarks

BabaIsBench Stage 1: The Lake

Games · 2026-07-16

Stage 1 of Quesma's BabaIsBench: the 15 levels of Baba Is You's second world, The Lake, including its two bonus levels, in the same Harbor port and engine-replay verifier as Stage 0. Only models that solve at least seven of the eight Stage 0 levels are run, once per level, each in a harness Quesma chose for it (Claude Code, Codex, kimi-cli or Terminus 2) with a 4-hour agent cap and no time limit in the instructions. The score is the share of the 15 levels solved in that single run; runs that Quesma stopped by hand because of their cost count as unsolved.

Top models (higher is better)

ModelScore
Claude Fable 5.1100.0
GPT-6 Astra100.0
Claude Fable 593.3
Claude Opus 593.3
Gemini 3.7 Flash93.3
GPT-5.6 Sol93.3
DeepSeek V4 Pro 081386.7
Gemini 3.8 Flash86.7
GPT-5.586.7
Grok 4.686.7
Opus 4.880.0
GLM-5.380.0
GLM-5.273.3
Kimi K373.3
GLM-5.3 Flash60.0
Gemini 3.1 Pro Preview53.3
Gemini 3.5 Flash46.7
DeepSeek-V4-Flash-073140.0
Gemini 3.6 Flash40.0
Loading Atlas data…