MLX Model Test Report

Generated 2026-02-26 13:16 · AFM MLX Backend · v0.9.5

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

Test Runs

Passed

Failed

Best tok/s

115.5

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	4.43	115.5	Write a haiku about the ocean.
2	mlx-community/Qwen3.5-35B-A3B-4bit @ llm-factual llm-factual	OK	0.7	1.0	196	2.02	97.3	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	2213	22.97	96.3	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	1035	11.36	91.1	Describe the animal in this image. What breed might it be?
5	mlx-community/Qwen3.5-35B-A3B-4bit @ image-guided-json image-guided-json --vlm	OK	0.7	2.0	1168	12.84	90.9	Analyze this image and return a JSON object with the followi...
6	mlx-community/Qwen3.5-35B-A3B-4bit @ image-describe image-describe --vlm	OK	0.7	1.0	1041	11.47	90.7	Describe this image in detail.
7	mlx-community/Qwen3.5-35B-A3B-4bit @ image-stop image-stop --vlm	OK	0.7	1.0	618	7.32	84.5	Describe this image in detail
8	mlx-community/Qwen3.5-35B-A3B-4bit @ image-greedy image-greedy --vlm	OK	0.0	1.0	472	5.9	80.0	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	396	5.15	76.9	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	808	12.9	62.6	Describe what happens in this video.