Image understanding and classification
21
Models
13
Benchmarks
13
Providers
20
Open Weight
21
Deployable Now
20 self-host
9
Structured benchmark-backed rows
1
Signal-backed rows without full normalized tables
2
Benchmark-expected rows still catching up
| # | Model | Adoption | Quality | Params | GAIA | TerminalBench 2.0 | SWE-Bench | WebArena | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
12 | Qwen3.5-9B Qwen Open Weights |
| 73.9 |
| 54.0 |
| 9B |
| 14.0 |
| 9.2 |
| 69.6 |
| 42.1 |
$0.1000/M Cheapest verified |
| — |
2 | Llama 3.2 11B Vision Instruct Meta Open WeightsStructured | 64.5 | 21.2 | 11B | — | — | — | — | $0.3450/M Cheapest verified | — |
3 | Qwen3 VL 235B A22B Instruct Qwen Open WeightsStructured | 56.2 | 41.3 | 235B | 44.2 | 45.3 | 69.6 | — | $0.2100/M Cheapest verified | — |
6 | Qwen3 VL 235B A22B Thinking Qwen Open WeightsStructured | 56.2 | 38.4 | 235B | 44.2 | — | 69.6 | — | $0.4000/M Cheapest verified | — |
10 | Qwen VL Max Qwen Open WeightsStructured | 54.3 | 32.4 | Unknown | — | — | 69.6 | — | $0.5200/M Cheapest verified | — |
11 | Qwen VL Plus Qwen Open WeightsStructured | 54.2 | 21.2 | Unknown | — | — | 69.6 | — | $0.1365/M Cheapest verified | — |
7 | Qwen3.7 Flash Qwen Open WeightsStructured | 52.1 | 26.6 | Unknown | 44.2 | — | — | — | $0.0300/M Cheapest verified | — |
1 | Qwen3.8 Max Qwen Open WeightsStructured | 52.0 | 60.7 | Unknown | 44.2 | — | — | — | $2.00/M Cheapest verified | — |
26 | nemotron-ocr-v2 NVIDIA Free TrialProvider-reported* | 51.6 | 35.9 | Undisclosed | — | — | — | — | — | — |
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 | — |