AI Vision Model Rankings

Updated 5 minutes ago

Explore top-performing models across computer vision tasks. Compare accuracy, speed, and user votes to find the best AI models.

Votes power rankings.

Overall Model Rankings

Average performance across all supported vision tasks

Rank	Model	Score	Tasks	Avg Latency
1	Seg Preview	1369	1	5.40 s
2	Gemini 2.5 Flash	1249	4	5.34 s
3	Gemini 2.5 Pro	1249	4	16.52 s
4	YOLO World	1236	1	2.89 s
5	Gemini 2.0 Flash Exp	1214	5	3.64 s

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Models that detect and localize objects in images.

Rank	Model	Score	Tasks	Avg Latency
1	Seg Preview	1369	1	5.40 s
2	Gemini 2.5 Flash	1320	4	9.16 s
3	Gemini 2.5 Pro	1312	4	16.77 s
4	Florence-2	1252	3	4.22 s
5	YOLO World	1236	1	2.89 s

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Models that classify images into categories.

Rank	Model	Score	Tasks	Avg Latency
1	Claude 3 Opus	1258	4	3.00 s
2	Gemini 2.0 Flash Exp	1220	5	4.18 s
3	Gemini 2.5 Flash	1213	4	5.05 s
4	Claude 3.7 Sonnet	1210	5	4.47 s
5	Gemini 2.5 Flash Lite	1203	4	3.02 s

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Models that extract text from images.

Rank	Model	Score	Tasks	Avg Latency
1	Gemini 2.5 Flash Lite	1239	4	2.89 s
2	GPT-4o mini	1229	3	7.14 s
3	Mistral Medium 3.1	1224	3	15.02 s
4	Claude 4 Opus	1223	5	6.31 s
5	Claude 3 Haiku	1222	5	2.39 s

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Models that generate descriptive captions for images.

Rank	Model	Score	Tasks	Avg Latency
1	Gemini 2.5 Pro	1236	4	19.57 s
2	Gemma 3 4B	1224	3	5.55 s
3	Claude 3.7 Sonnet	1224	5	7.97 s
4	Llama 3.2 Vision 11b	1222	4	11.04 s
5	Gemma 3 12B	1212	3	7.88 s

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Models that interpret free-form prompts on images.

Rank	Model	Score	Tasks	Avg Latency
1	Gemini 2.5 Flash	1244	4	3.92 s
2	Gemini 2.5 Pro	1235	4	15.21 s
3	Claude 3 Opus	1234	4	5.13 s
4	Llama 3.2 Vision 90b	1215	4	5.56 s
5	Llama 4 Maverick	1212	3	3.56 s

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