GeoBench Photos: leaderboard
GeoGuessr for LLMs (Photos subset) - identify location from a single photograph. Tests visual geographic reasoning and world knowledge from one photo.
Metric: Average Score. Source: geobench.org. Status: years away from saturation. 32 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Fable 5 | 4313.64 |
| 2 | Gemini 3 Flash (Preview) | 4204.26 |
| 3 | Gemini 3.1 Flash Lite (Preview) | 3964.1 |
| 4 | Gemini 3 Pro (Preview) | 3893.24 |
| 5 | Gemini 2.5 Flash (Preview 04-17) | 3873.02 |
| 6 | Gemini 2.5 Pro (Preview 03-25) | 3870.6 |
| 7 | Gemini 3.5 Flash | 3844.88 |
| 8 | Gemini 2.5 Pro (Preview 05-06) | 3835.62 |
| 9 | Claude Opus 4.5 (Thinking) | 3796.96 |
| 10 | O3 (High) | 3788.53 |
| 11 | Claude Sonnet 5 | 3713.48 |
| 12 | Median Expert | 3700 |
| 13 | Gemini 2.0 Flash | 3658.58 |
| 14 | Claude Sonnet 4.6 (Thinking) | 3658.24 |
| 15 | Claude Opus 4.6 (Thinking) | 3606.84 |
Interactive version: theaggregate.ai/benchmark?slug=geobench-photos · How It Works · Data refreshed daily, snapshot 2026-09-05.