google/gemma-4-E2B-it Alternatives

Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-12.

google/gemma-4-E2B-it has a Nerq Trust Score of 48 (D).

#	Name	Trust	Grade	Stars	Key Difference
1	NANI-Nithin/SenseNova-U1.5-8B-MoT-GGUF	56	C	1	Higher trust (56 vs 48)
2	Milor123/ComfyUI-ConvRot-SenseNova-U1.5-8B-MoT-T8	54	C-	10	Higher trust (54 vs 48)
3	SHSLab/Kimi-K3-Abliterated	50	C-	5	Higher trust (50 vs 48)
4	PreDoctor/gemma-4-12B-it-qat-w4a16-ct-PreTensor	50	C-	1	Higher trust (50 vs 48)
5	nightmedia/gemma-4-E4B-Holodeck	50	C-	1	Higher trust (50 vs 48)
6	sj5430/Qwen2.5-Omni-3B-Q4_K_M-GGUF	50	C-	1	Higher trust (50 vs 48)
7	Ishowbackup/Nemotron-3-Nano-Omni-30B-A3B-JANGTQ-CRACK	50	C-	-	Higher trust (50 vs 48)
8	mlx-community/SenseNova-U1.5-8B-MoT-8step-8bit	50	C-	-	Higher trust (50 vs 48)
9	OS-Software/gemma-4-12B-it-qat-q4_0-uncensored-heretic-v3-GGUF	50	C-	-	Higher trust (50 vs 48)
10	FastFlowLM/Gemma4-12B-IT-NPU2	50	C-	-	Higher trust (50 vs 48)
11	Bedhoy/Tinman-gemma4-companion-gguf	50	C-	-	Higher trust (50 vs 48)
12	nightmedia/gemma-4-E4B-Fable-Deckard-Nightcap-G-qx86-hi-mlx	50	C-	-	Higher trust (50 vs 48)
13	Sawfwair/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16-MLX-Native	50	C-	-	Higher trust (50 vs 48)
14	BarraHome/gemma-4-31B-it-assistant-FP8-dynamic	50	C-	-	Higher trust (50 vs 48)
15	mlx-community/SenseNova-U1.5-8B-MoT-bf16	50	C-	-	Higher trust (50 vs 48)

Compare

What are the best alternatives to google/gemma-4-E2B-it?

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

Is it safe to switch from google/gemma-4-E2B-it?

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

How does Nerq rank google/gemma-4-E2B-it alternatives?

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