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lmstudio-community/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
75 vs 72
Hardware Fit
48 vs 71
Quality Score
86 vs 72

Hardware

lmstudio-community… gemma4:e2b
MachineDocker ContainerDell Inc. Inspiron 15 3530
CPUIntel Gen Intel® Core™ i9-11900HIntel Gen Intel® Core™ i7-1355U
Cores1612
RAM15 GB31 GB
GPUTigerLake-H GT1 [UHD Graphics]Raptor Lake-P [Iris Xe Graphics]
OSUbuntu 26.04 LTScachyos rolling
Archx64x64
Power Modeperformancelow-power

Performance

lmstudio-community… gemma4:e2b
Tokens/sec5.810.8
First chunk101 ms1408 ms
TTFT5.3 s1.4 s
Load time11.0 s6.0 s
Memory usage0.6 GB7.2 GB
Memory %4%23%

HW Fit Score Breakdown

lmstudio-community/gemm…

Speed
10/50
TTFT
8/20
Memory
30/30

gemma4:e2b

Speed
21/50
TTFT
20/20
Memory
30/30

Quality

lmstudio-community/gemm…

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

gemma4:e2b

Reasoning
10/20
Coding
16/20
Instruction
14/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View lmstudio-community… details | View gemma4:e2b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest