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rankings / visual-question-answering

The best models for visual question answering

59 models & services · 0 callable here now

Ranked by benchmark score per dollar (quality floor applied). Scores: MMMU-Pro — college-level visual question answering. Fetched 2026-07-04. Prices are our live per-call rates; ~ marks an estimate until the model is onboarded.

sorted by value · sort by score

#modelscorepriceparamsstatus
1moonshotai/Kimi-K2.6 top score79.4sr (#1)-1058589.4Mnot hosted
2moonshotai/Kimi-K2.578.5sr (#2)-1058589.4Mnot hosted
3internlm/Intern-S2-Preview76.9sr (#3)-36098.3Mnot hosted
4Qwen/Qwen3.6-27B75.8sr (#4)-27781.4Mnot hosted
5Qwen/Qwen3.6-35B-A3B75.3sr (#5)-35951.8Mnot hosted
6Qwen/Qwen3.5-27B75sr (#6)-27781.4Mnot hosted
7ATH-MaaS/Ovis2.6-80B-A3B66.3sr (#7)-80524.2Mnot hosted
8Qwen/Qwen2.5-VL-7B-Instruct34.3sr (#8)~$1.341 / 1k images8292.2Mcoming soon
9Qwen/Qwen2.5-VL-3B-Instruct32.7sr (#9)~$0.626 / 1k images3754.6Mcoming soon
10Qwen/Qwen3.6-35B-A3B-FP8-~$1.341 / 1k images35953.9Mcoming soon
11cyankiwi/gemma-4-26B-A4B-it-AWQ-4bit-~$1.341 / 1k images26554.3Mcoming soon
12Qwen/Qwen3.6-27B-FP8-~$1.341 / 1k images27782.9Mcoming soon
13Qwen/Qwen3-VL-4B-Instruct-~$1.341 / 1k images4437.8Mcoming soon
14Qwen/Qwen2-VL-2B-Instruct-~$0.626 / 1k images2209Mcoming soon
15deepseek-ai/DeepSeek-OCR-2-~$0.626 / 1k images3389.1Mcoming soon
16llava-hf/llava-1.5-7b-hf-~$1.341 / 1k images7063.4Mcoming soon
17RedHatAI/gemma-4-31B-it-FP8-block-~$1.341 / 1k images31274.9Mcoming soon
18HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive---coming soon
19microsoft/Florence-2-base-~$0.094 / 1k images231.6Mcoming soon
20Qwen/Qwen3.5-0.8B-~$0.235 / 1k images873.4Mcoming soon
21Qwen/Qwen3-VL-2B-Instruct-~$0.626 / 1k images2127.5Mcoming soon
22RedHatAI/gemma-4-26B-A4B-it-FP8-Dynamic-~$1.341 / 1k images26560.9Mcoming soon
23cyankiwi/Qwen3.6-35B-A3B-AWQ-4bit-~$1.341 / 1k images35951.8Mcoming soon
24Qwen/Qwen2-VL-7B-Instruct-~$1.341 / 1k images8291.4Mcoming soon
25Qwen/Qwen2-VL-7B-Instruct-AWQ-~$1.341 / 1k images8291.4Mcoming soon
26unsloth/Qwen3.6-27B-MTP-GGUF---coming soon
27Qwen/Qwen2.5-VL-7B-Instruct-AWQ-~$1.341 / 1k images8292.2Mcoming soon
28vikhyatk/moondream2-~$0.626 / 1k images1927.2Mcoming soon
29unsloth/gemma-4-26B-A4B-it-GGUF---coming soon