MLX Model Test Report

Generated 2026-02-25 22:35 · AFM MLX Backend · v0.9.5-cd2941e

mlx-model-test.sh --prompts Scripts/test-vlm-media.txt

Test Runs

Passed

Failed

Best tok/s

92.7

Fastest

mlx-community/Qwen3.5-35B-A3B-4bit @ llm-creative

Performance Ranking (by tokens/sec)

Click a row to jump to its full response below.

#	Model / Config	Status	Temp	Load (s)	Tokens	Gen (s)	Tokens/sec	Prompt
1	mlx-community/Qwen3.5-35B-A3B-4bit @ llm-creative llm-creative	OK	0.7	1.0	512	5.53	92.7	Write a haiku about the ocean.
2	mlx-community/Qwen3.5-35B-A3B-4bit @ llm-factual llm-factual	OK	0.7	1.0	207	2.31	89.5	What is the capital of Japan? Answer in one sentence.
3	mlx-community/Qwen3.5-35B-A3B-4bit @ image-ocr image-ocr --vlm	OK	0.7	1.0	2065	23.31	88.6	Read all the text in this image. Output it exactly as writte...
4	mlx-community/Qwen3.5-35B-A3B-4bit @ image-system-prompt image-system-prompt --vlm	OK	0.7	1.0	1338	15.67	85.4	Describe the animal in this image. What breed might it be?
5	mlx-community/Qwen3.5-35B-A3B-4bit @ image-stop image-stop --vlm	OK	0.7	1.0	625	7.38	84.7	Describe this image in detail
6	mlx-community/Qwen3.5-35B-A3B-4bit @ image-guided-json image-guided-json --vlm	OK	0.7	1.0	923	11.08	83.3	Analyze this image and return a JSON object with the followi...
7	mlx-community/Qwen3.5-35B-A3B-4bit @ image-describe image-describe --vlm	OK	0.7	2.0	1076	13.07	82.3	Describe this image in detail.
8	mlx-community/Qwen3.5-35B-A3B-4bit @ image-greedy image-greedy --vlm	OK	0.0	1.0	467	6.15	75.9	What is in this image? Reply in one sentence.
9	mlx-community/Qwen3.5-35B-A3B-4bit @ image-question image-question --vlm	OK	0.7	1.0	141	2.56	55.2	What animal is in this image? Answer in one word.
10	mlx-community/Qwen3.5-35B-A3B-4bit @ video-describe video-describe --vlm	OK	0.7	1.0	633	13.7	46.2	Describe what happens in this video.