Post · Benchmarks & research
Microsoft Decision-1 against Jev at Contra
600 decisions each. Jev got farther, and neither cleared Stage 1.
Open x.com ↗Microsoft Decision 1 vs Jev 1.13 playing Contra.
Same gameplay settings: same prompt and starting state, 30 lives, 6 frames/action, 600 decisions each.
Microsoft on the left, Jev on the right. No lookahead or action overrides.
Jev got farther. Neither cleared Stage 1.

The decision Jev makes
Benchmark questions with known answers, to check accuracy and confidence.
Where it fits
Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →