Image understanding and classification
50
Models
12
Benchmarks
39
Providers
47
Open Weight
48
Deployable Now
47 self-host
7
Structured benchmark-backed rows
2
Signal-backed rows without full normalized tables
2
Benchmark-expected rows still catching up
| # | Model | Popularity | Quality | Params | MMMU | MathVista | OCRBench | SWE-Bench | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
2 | Llama 3.2 11B Vision Instruct Meta Open Weights |
| 61.1 |
| 21.5 |
| 11B |
| 48.0 |
| 47.7 |
| 75.3 |
| — |
$0.3450/M Cheapest verified |
| — |
8 | Qwen VL Max Qwen Open WeightsStructured | 41.8 | 32.9 | Unknown | 52.0 | 43.6 | 68.4 | 69.6 | $0.5200/M Cheapest verified | — |
9 | Qwen VL Plus Qwen Open WeightsStructured | 41.7 | 21.6 | Unknown | 39.8 | 38.2 | 72.6 | 69.6 | $0.1365/M Cheapest verified | — |
15 | nemotron-ocr-v2 NVIDIA Free TrialProvider-reported* | 40.5 | 36.9 | Undisclosed | — | — | — | — | — | — |
1 | Qwen3 VL 235B A22B Instruct Qwen Self-HostStructured | 37.8 | 41.9 | 235B | — | — | — | 69.6 | $0.2000/M Cheapest verified | — |
4 | Qwen3 VL 235B A22B Thinking Qwen Self-HostStructured | 37.8 | 39.0 | 235B | — | — | — | 69.6 | $0.2600/M Cheapest verified | — |
4 | MiMo-V2-Omni Xiaomi StructuredArchived | — | — | Undisclosed | — | — | — | — | $0.4000/M Cheapest verified | — |
7 | vision pytorch Open WeightsArena onlyArchived | — | — | Unknown | — | — | — | — | Free Free | — |
10 | Zero-To-CAD-Qwen3-VL-2B ADSKAILab Self-HostStructured | — | — | 2B | — | — | — | — | Free Free | — |
11 | NuExtract3 numind Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
12 | yolo11n ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
12 | supervision roboflow Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
12 | FireRed-OCR FireRedTeam Open WeightsPending | — | — | Unknown | — | — | — | — | Free Free | — |
12 | ultralytics ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
13 | yolov5 ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
13 | HivisionIDPhotos Zeyi-Lin Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
13 | PP-OCRv6_medium_det_safetensors PaddlePaddle Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
13 | Seed 1.6 Flash ByteDance Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | $0.0750/M Cheapest verified | — |
14 | fiftyone voxel51 Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
14 | Falcon-OCR tiiuae Open WeightsPending | — | — | Unknown | — | — | — | — | Free Free | — |
15 | pytorch-grad-cam jacobgil Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
15 | Perceptron Mk1 Perceptron Not standardizedArchived | — | — | Undisclosed | — | — | — | — | $0.1500/M Cheapest verified | — |
16 | kornia kornia Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
16 | OppaiOracle Grio43 Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
16 | recraft-crisp-upscale recraft-ai Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
17 | yolov3 ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
17 | ltx-2-pro lightricks Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
17 | nsfw-image-detection-2026 zhixindev Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
17 | enterprise-glass-v1 evancnavarro Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
18 | video-agent heygen Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
19 | autogluon autogluon Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
20 | gen-4.5 runwayml Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
22 | topogoogles4 topogoogles Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
24 | rembg cjwbw Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
24 | sam-audio-base geopti Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
25 | clip-features andreasjansson Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
30 | video-erase-object bria Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
31 | codeformer sczhou Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
33 | gfpgan tencentarc Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
34 | genfill bria Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
34 | real-esrgan-x4-plus lucataco Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
35 | kling-o1 kwaivgi Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | $15.00/M Cheapest verified | — |
36 | moreiraj moreiraj93 Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
37 | map-anything-pi3 vufinder Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
38 | kling-v2.6 kwaivgi Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
39 | map-anything-pi3x vufinder Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
40 | image-segmentation piotr-infordb Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
48 | yolo26 ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
49 | yolo26-cls ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
50 | locateanything-3b-h100 csviverdeia Open WeightsNot standardizedArchived | — | — | 3B | — | — | — | — | Free Free | — |