GameReplica - Visual Fidelity: leaderboard
Metric: Visual fidelity (%; screenshot comparison of original and replica on a game-specific visual checklist and a shared art-style checklist; 125 tasks (25 web games x 5 difficulty levels), game reached only through screenshots and mouse, keyboard and reset actions; mean of 3 runs per task; first-round judge gemini-3.6-flash, review by gpt-5.6-sol). Source: arxiv.org. Saturation forecast: Around December 2026. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.8 (Claude Code) | 93.1 |
Interactive version: theaggregate.ai/benchmark?slug=gamereplica-visual-fidelity · How It Works · Data refreshed daily, snapshot 2026-09-26.