Geoguessr
Released: 2026-08-18
Key:
Score Threshold:
google/gemini-3-flash-preview
Score: 4726
Distance: 113km
Lat: -31.397087
Lng: -58.541178
The image features a concrete road with white side lines and no center line, which is characteristic of certain rural national routes in Argentina, specifically in the Entre Ríos province. The flat landscape with low, dense scrubland and the specific style of guardrails are consistent with Route 14 or similar corridors in the Mesopotamian region of Argentina.
anthropic/claude-haiku-4.5
anthropic
Score: 112
Distance: 7591km
Lat: 26.5
Lng: -97.8
This image shows a straight, divided highway through flat terrain with dense brush vegetation on both sides. The landscape is characteristic of South Texas, particularly the area between Corpus Christi and the Rio Grande Valley. The vegetation type (low scrubland/brush), the flat topography, the style of guardrails, and the road surface are typical of US 77 or similar highways in the Texas coastal bend region. The clear blue sky and vegetation density suggest this is in the subtropical climate zone of South Texas.
openai/gpt-5-image-mini
openai
Score: 4694
Distance: 126km
Lat: -31.5
Lng: -58.05
Straight two-lane concrete-slab road with visible expansion joints, metal guardrails and low flat grassland/scrub (Pampa/Mesopotamia landscape). Power poles run alongside the road. These features match many rural national roads in central-eastern Argentina (Entre Ríos region/Ruta 14 corridor). I therefore place the image in Entre Ríos province, Argentina around -31.5, -58.05.
moonshotai/kimi-k2.5
moonshot
Score: 113
Distance: 7581km
Lat: 26.5154
Lng: -97.6058
The image shows a flat, rural concrete highway with metal guardrails running through dense scrubland with low vegetation, characteristic of the South Texas Plains ecological region. The clear blue sky, flat terrain, and type of vegetation (likely Tamaulipan thornscrub or coastal prairie) strongly suggest this is in the Rio Grande Valley or coastal bend area of Texas, possibly along US-77 or a Farm-to-Market road in Kenedy County or Willacy County. The road construction style (concrete pavement with W-beam guardrails) and the semi-arid flat landscape are typical of this region of Texas near the Mexico border.
meta-llama/llama-4-maverick
meta
Score: 2495
Distance: 1390km
Lat: -23.533333
Lng: -46.616667
The image depicts a straight road with guardrails on both sides, surrounded by greenery and a clear blue sky. The road appears to be a highway or a major road, and the presence of power lines in the distance suggests it is in a relatively rural or suburban area. The overall scenery and road infrastructure are consistent with locations found in Brazil. Given the specific characteristics of the road and the environment, a likely location is near the city of São Paulo, Brazil. The coordinates -23.533333 latitude and -46.616667 longitude correspond to a region near São Paulo, which matches the observed features in the image.
Methodology Note
Each model receives the same Google Street View image. Models are tasked with guessing the location of the image using only visual clues from the street view. Their answers are evaluated without feedback or retries.