Image understanding and classification
57
Models
13
Benchmarks
42
Providers
53
Open Weight
55
Deployable Now
53 self-host
10
Structured benchmark-backed rows
2
Signal-backed rows without full normalized tables
2
Benchmark-expected rows still catching up
| # | Model | Value | Quality | Params | GAIA | TerminalBench 2.0 | SWE-Bench | WebArena | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
7 | Qwen3.7 Flash Qwen Open Weights |
| 89.5 |
| 26.6 |
| Unknown |
| 44.2 |
| — |
| — |
| — |
$0.0300/M Cheapest verified |
| — |
12 | Qwen3.5-9B Qwen Open WeightsStructured | 83.0 | 54.0 | 9B | 14.0 | 9.2 | 69.6 | 42.1 | $0.1000/M Cheapest verified | — |
3 | Qwen3 VL 235B A22B Instruct Qwen Open WeightsStructured | 69.7 | 41.3 | 235B | 44.2 | 45.3 | 69.6 | — | $0.2100/M Cheapest verified | — |
6 | Qwen3 VL 235B A22B Thinking Qwen Open WeightsStructured | 60.3 | 38.4 | 235B | 44.2 | — | 69.6 | — | $0.4000/M Cheapest verified | — |
2 | Llama 3.2 11B Vision Instruct Meta Open WeightsStructured | 54.5 | 21.2 | 11B | — | — | — | — | $0.3450/M Cheapest verified | — |
1 | Qwen3.8 Max Qwen Open WeightsStructured | 45.4 | 60.7 | Unknown | 44.2 | — | — | — | $2.00/M Cheapest verified | — |
26 | nemotron-ocr-v2 NVIDIA Free TrialProvider-reported* | 35.9 | 35.9 | Undisclosed | — | — | — | — | — | — |
10 | Qwen VL Max Qwen Open WeightsStructured | 32.4 | 32.4 | Unknown | — | — | 69.6 | — | $0.5200/M Cheapest verified | — |
11 | Qwen VL Plus Qwen Open WeightsStructured | 21.2 | 21.2 | Unknown | — | — | 69.6 | — | $0.1365/M Cheapest verified | — |
15 | o3 (batch) OpenAI API AccessNot standardizedArchived | 0.0 | 0.0 | Undisclosed | — | — | — | — | $1.00/M Cheapest verified | — |
4 | MiMo-V2-Omni Xiaomi StructuredArchived | — | — | Undisclosed | — | — | — | — | $0.4000/M Cheapest verified | — |
14 | fiftyone voxel51 Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
16 | recraft-crisp-upscale recraft-ai Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
17 | ltx-2-pro lightricks 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 | — |
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 | — | — | — | — | Free Free | — |
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 | — |
33 | kornia kornia Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
34 | vision pytorch Open WeightsArena onlyArchived | — | — | Unknown | — | — | — | — | Free Free | — |
35 | lucida egeorcun Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
36 | NuExtract3 numind Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
37 | Falcon-OCR tiiuae Open WeightsPending | — | — | Unknown | — | — | — | — | Free Free | — |
38 | OppaiOracle Grio43 Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
39 | yolo26 ultralytics Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
40 | yolov3 ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
41 | yolov5 ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
42 | autogluon autogluon Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
43 | yolo11n ultralytics Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
44 | supervision roboflow Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
45 | yolo26-cls ultralytics Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
46 | FireRed-OCR FireRedTeam Open WeightsPending | — | — | Unknown | — | — | — | — | Free Free | — |
47 | lucid-origin leonardoai Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
48 | ultralytics ultralytics Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
49 | pytorch-grad-cam jacobgil Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
50 | HivisionIDPhotos Zeyi-Lin Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
51 | Zero-To-CAD-Qwen3-VL-2B ADSKAILab Open WeightsStructured | — | — | 2B | 44.2 | — | — | — | Free Free | — |
52 | locateanything-3b-h100 csviverdeia Open WeightsNot standardized | — | — | 3B | — | — | — | — | Free Free | — |
53 | nsfw-image-detection-2026 zhixindev Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | Free Free | — |
54 | PP-OCRv6_medium_det_safetensors PaddlePaddle Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
55 | Seed 1.6 Flash ByteDance Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | $0.0750/M Cheapest verified | — |
56 | Seed 2.1 Turbo ByteDance Open WeightsNot standardizedArchived | — | — | Unknown | — | — | — | — | $0.5000/M Cheapest verified | — |
57 | Perceptron Mk1 Perceptron Not standardizedArchived | — | — | Undisclosed | — | — | — | — | $0.1500/M Cheapest verified | — |