TheDrummer_Cydonia-24B-v4.3-GGUF Alternatives

Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-03-19.

TheDrummer_Cydonia-24B-v4.3-GGUF has a Nerq Trust Score of 60 (C). An AI assistant for autonomous tasks.

#	Name	Trust	Grade	Stars	Key Difference
1	MycroftAI/mycroft-core	73	B	6.6k	Higher trust (73 vs 60); Much larger community
2	JaColBERTv2.5	63	C	22	Higher trust (63 vs 60)
3	Mixtral-8x22B-v0.1-GGUF	62	C	75	Higher trust (62 vs 60); Much larger community
4	Meta-Llama-3.1-8B-Instruct-FP8	62	C	44	Higher trust (62 vs 60); More stars
5	gemma-3-4b-it-GGUF	62	C	27	Higher trust (62 vs 60); More stars
6	Qwen3-Next-80B-A3B-Thinking-AWQ-4bit	62	C	22	Higher trust (62 vs 60)
7	Ovis2-1B	60	C	97	Much larger community
8	Qwen3-VL-8B-Thinking-FP8	60	C	31	More stars
9	gpt-oss-vllm	60	C	1	Similar scope
10	Ovis2-34B	60	D	152	Lower trust (60 vs 60); Much larger community
11	Ovis2-4B	59	D	62	Lower trust (59 vs 60); Much larger community
12	gemma-3-27b-it-GGUF	59	D	49	Lower trust (59 vs 60); Much larger community
13	Ovis1.6-Llama3.2-3B	59	D	49	Lower trust (59 vs 60); Much larger community
14	QwQ-32B-GGUF	59	D	46	Lower trust (59 vs 60); More stars
15	Ministral-3-14B-Reasoning-2512-GGUF	59	D	37	Lower trust (59 vs 60); More stars

Compare

What are the best alternatives to TheDrummer_Cydonia-24B-v4.3-GGUF?

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

Is it safe to switch from TheDrummer_Cydonia-24B-v4.3-GGUF?

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

How does Nerq rank TheDrummer_Cydonia-24B-v4.3-GGUF alternatives?

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