nvidia/PixelUMM Alternatives

Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-11-15.

nvidia/PixelUMM has a Nerq Trust Score of 42 (E).

#	Name	Trust	Grade	Stars	Key Difference
1	software-mansion/EasyOCR-ExecuTorch	56	C	-	Higher trust (56 vs 42)
2	muscgab/manga-ocr-base-CPT-flex	50	C-	4	Higher trust (50 vs 42)
3	muscgab/manga-ocr-nar-small	50	C-	1	Higher trust (50 vs 42)
4	weemed/IlhaOCR	50	C-	1	Higher trust (50 vs 42)
5	muscgab/manga-ocr-charspot-nano	50	C-	-	Higher trust (50 vs 42)
6	numind/NuExtract3	48	D	300	Higher trust (48 vs 42); Much larger community
7	ADSKAILab/Zero-To-CAD-Qwen3-VL-2B	46	D	61	Higher trust (46 vs 42)
8	PaddlePaddle/PP-OCRv6_medium_det	46	D	25	Higher trust (46 vs 42)
9	PaddlePaddle/PP-OCRv6_medium_rec	46	D	21	Higher trust (46 vs 42)
10	nvidia/nemotron-ocr-v2	44	E	234	Higher trust (44 vs 42); Much larger community
11	FireRedTeam/FireRed-OCR	44	E	158	Higher trust (44 vs 42); Much larger community
12	tiiuae/Falcon-OCR	44	E	124	Higher trust (44 vs 42); More stars
13	PaddlePaddle/PP-OCRv6_medium_det_safetensors	44	E	114	Higher trust (44 vs 42); More stars
14	opendatalab/MinerU-Diffusion-V1-0320-2.5B	44	E	26	Higher trust (44 vs 42)
15	congruency/florence-2-large-ft-moredetailed	44	E	16	Higher trust (44 vs 42)

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What are the best alternatives to nvidia/PixelUMM?

The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.

Is it safe to switch from nvidia/PixelUMM?

Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.

How does Nerq rank nvidia/PixelUMM alternatives?

Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.