ARCADE.IT AI LABClassic games. New experiments. Every result has a story. Inside the laboratory

The laboratory scoreboard

Verified lab records

The best published scores, the replay behind each run and the evidence that checks it.

Scores are grouped by game and research method. Privileged trajectory search and automated policy search have their own conditions; these are laboratory milestones. Read the methodology →

9 published milestones
Pengo verified run capturePengo

Best published lab score ✓ Verified

500,350 points

Privileged trajectory search · 0 model calls

Whole declared trace/input, two NEW native resets + result-bound pixel/round gates; third whole recording

Every step counts

Milestone history

GameScorePublishedMethodReplay & evidence
Pengo500,350Privileged trajectory search0 model callsReport · Evidence · Video ↗
Pengo301,030Privileged trajectory search0 model callsReport · Evidence · Video ↗
Pengo216,480Privileged trajectory search0 model callsReport · Evidence · Video ↗
Pengo100,400Privileged trajectory search0 model callsReport · Evidence · Video ↗
Pengo31,040Privileged trajectory search0 model callsReport · Evidence · Video ↗
Pengo21,210Privileged trajectory search0 model callsReport · Evidence · Video ↗
Pleiads5,750Automated policy search0 model callsReport · Evidence · Video ↗
Pleiads5,600Automated policy search0 model callsReport · Evidence · Video ↗
Pleiads5,540Automated policy search0 model callsReport · Evidence · Video ↗