Image understanding and classification
24
Models
13
Benchmarks
15
Providers
22
Open Weight
23
Deployable Now
22 self-host
9
Structured benchmark-backed rows
1
Signal-backed rows without full normalized tables
2
Benchmark-expected rows still catching up
| # | Model | Popularity | Quality | Params | MMMU | MathVista | OCRBench | GAIA | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
2 | Llama 3.2 11B Vision Instruct Meta Open Weights |
| 62.7 |
| 21.2 |
| 11B |
| 48.0 |
| 47.7 |
| 75.3 |
| — |
$0.3450/M Cheapest verified |
| — |
12 | Qwen3.5-9B Qwen Open WeightsStructured | 53.5 | 54.0 | 9B | — | — | — | 14.0 | $0.1000/M Cheapest verified | — |
10 | Qwen VL Max Qwen Open WeightsStructured | 42.5 | 32.4 | Unknown | 52.0 | 43.6 | 68.4 | — | $0.5200/M Cheapest verified | — |
11 | Qwen VL Plus Qwen Open WeightsStructured | 42.4 | 21.2 | Unknown | 39.8 | 38.2 | 72.6 | — | $0.1365/M Cheapest verified | — |
26 | nemotron-ocr-v2 NVIDIA Free TrialProvider-reported* | 41.3 | 35.9 | Undisclosed | — | — | — | — | — | — |
3 | Qwen3 VL 235B A22B Instruct Qwen Open WeightsStructured | 38.6 | 41.3 | 235B | — | — | — | 44.2 | $0.2100/M Cheapest verified | — |
6 | Qwen3 VL 235B A22B Thinking Qwen Open WeightsStructured | 38.6 | 38.4 | 235B | — | — | — | 44.2 | $0.4000/M Cheapest verified | — |
1 | Qwen3.8 Max Qwen Open WeightsStructured | 37.4 | 60.7 | Unknown | — | — | — | 44.2 | $2.00/M Cheapest verified | — |
7 | Qwen3.7 Flash Qwen Open WeightsStructured | 34.0 | 26.6 | Unknown | — | — | — | 44.2 | $0.0300/M Cheapest verified | — |
10 | lucida egeorcun Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
11 | NuExtract3 numind Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
12 | Falcon-OCR tiiuae Open WeightsPending | — | — | Unknown | — | — | — | — | Free Free | — |
13 | OppaiOracle Grio43 Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
14 | yolo26 ultralytics Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
15 | yolo11n ultralytics Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
16 | yolo26-cls ultralytics Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
17 | FireRed-OCR FireRedTeam Open WeightsPending | — | — | Unknown | — | — | — | — | Free Free | — |
18 | lucid-origin leonardoai Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
19 | Zero-To-CAD-Qwen3-VL-2B ADSKAILab Open WeightsStructured | — | — | 2B | — | — | — | 44.2 | Free Free | — |
20 | locateanything-3b-h100 csviverdeia Open WeightsNot standardized | — | — | 3B | — | — | — | — | Free Free | — |
21 | PP-OCRv6_medium_det_safetensors PaddlePaddle Open WeightsNot standardized | — | — | Unknown | — | — | — | — | Free Free | — |
22 | Seed 1.6 Flash ByteDance Open WeightsNot standardized | — | — | Unknown | — | — | — | — | $0.0750/M Cheapest verified | — |
23 | Seed 2.1 Turbo ByteDance Open WeightsNot standardized | — | — | Unknown | — | — | — | — | $0.5000/M Cheapest verified | — |
24 | Perceptron Mk1 Perceptron Not standardized | — | — | Undisclosed | — | — | — | — | $0.1500/M Cheapest verified | — |