bytedance-research/Lance Alternatives

Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-17.

bytedance-research/Lance has a Nerq Trust Score of 47 (D).

#	Name	Trust	Grade	Stars	Key Difference
1	bartowski/TheDrummer_Orion-26B-A4B-v1.1-GGUF	60	C+	10	Higher trust (60 vs 47)
2	bartowski/Vortex5_Scarlet-Shadow-31B-GGUF	56	C	1	Higher trust (56 vs 47)
3	bartowski/Ateron_Gemma-4-MoonGem-31B-GGUF	56	C	-	Higher trust (56 vs 47)
4	Acelogicdev/gemma-4-E4B-it-ultra-uncensored-heretic-GGUF	56	C	-	Higher trust (56 vs 47)
5	DeepCybo/PhysBrain1.5-2B	54	C-	13	Higher trust (54 vs 47)
6	nvidia/NVIDIA-NemotronLabs-AI-for-Media-Sports-Tennis	50	C-	9	Higher trust (50 vs 47)
7	Jhustle44/gemma-4-12B-it-qat-GGUF	50	C-	2	Higher trust (50 vs 47)
8	Amod1arc/gemma-4-12B-it-qat-GGUF	50	C-	1	Higher trust (50 vs 47)
9	PreDoctor/gemma-4-12B-it-qat-w4a16-ct-PreTensor	50	C-	1	Higher trust (50 vs 47)
10	Knixee/Atlas-NMS-v3	50	C-	1	Higher trust (50 vs 47)
11	BarraHome/gemma-4-31B-it-assistant-FP8-dynamic	50	C-	-	Higher trust (50 vs 47)
12	OS-Software/gemma-4-12B-it-qat-q4_0-uncensored-heretic-v3-GGUF	50	C-	-	Higher trust (50 vs 47)
13	FastFlowLM/Gemma4-12B-IT-NPU2	50	C-	-	Higher trust (50 vs 47)
14	alwaysgood/Gemma4_E2B_ADS	50	C-	-	Higher trust (50 vs 47)
15	nightmedia/gemma-4-12B-TNG-V8	50	C-	-	Higher trust (50 vs 47)

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What are the best alternatives to bytedance-research/Lance?

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

Is it safe to switch from bytedance-research/Lance?

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

How does Nerq rank bytedance-research/Lance alternatives?

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