Unstructured Alternatives

Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-04-02.

Unstructured has a Nerq Trust Score of 48 (D). Open-source data preprocessing for LLMs. Converts PDFs, images, and docs to LLM-ready data.

#	Name	Trust	Grade	Stars	Key Difference
1	hyunjun6928-netizen/salmalm	74	B	27	Higher trust (74 vs 48); Much larger community
2	ats-god-optimizer	73	B	-	Higher trust (73 vs 48)
3	haotian-liu/LLaVA	71	B	24.5k	Higher trust (71 vs 48); Much larger community
4	Radiator-Routes	69	C	-	Higher trust (69 vs 48)
5	bracket-league-2026	64	C	7	Higher trust (64 vs 48); Much larger community
6	Qwen3-4B	63	C	556	Higher trust (63 vs 48); Much larger community
7	deepseek-r1-distill-llama	63	C	76	Higher trust (63 vs 48); Much larger community
8	AgenticScreeningMetricsDemo	62	C	-	Higher trust (62 vs 48)
9	Agentic_RAG-Crewai	62	C	-	Higher trust (62 vs 48)
10	agento	62	C	18	Higher trust (62 vs 48); Much larger community
11	InternVL3-1B-hf	62	C	10	Higher trust (62 vs 48); Much larger community
12	Qwen3-Coder-30B-A3B-Instruct-MLX-5bit	62	C	5	Higher trust (62 vs 48); Much larger community
13	Qwen3-Coder-30B-A3B-Instruct-MLX-6bit	62	C	5	Higher trust (62 vs 48); Much larger community
14	janku-v5-nsfw-trained-noobai-rou-wei-illustrious-xl-v50-sdxl	62	C	4	Higher trust (62 vs 48); Much larger community
15	granite-embedding-107m-multilingual	60	C	46	Higher trust (60 vs 48); Much larger community

Compare

What are the best alternatives to Unstructured?

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

Is it safe to switch from Unstructured?

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

How does Nerq rank Unstructured alternatives?

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