lmstudio-community/gemma-4-e4b-it-qat
LM-STUDIO GGUFgemma4 · Q4_0
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
qwen2.5-coder-3b-instruct-mlx
LM-STUDIO MLXqwen2 · 3B · 4bit
Mar 4, 2026 · Apple M4
Global Score
77 vs 73
Hardware Fit
68 vs 100
Quality Score
81 vs 61
Hardware
lmstudio-community… qwen2.5-coder-3b-i…
MachineDocker ContainerMacBook Air
CPUIntel Gen Intel® Core™ i9-11900HApple M4
Cores1610
RAM15 GB32 GB
GPUTigerLake-H GT1 [UHD Graphics]Apple M4
OSUbuntu 26.04 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced
Performance
lmstudio-community… qwen2.5-coder-3b-i…
Tokens/sec11.452.3
First chunk28 ms285 ms
TTFT2.2 s285 ms
Load time6.8 sN/A
Memory usage0.6 GB1.6 GB
Memory %4%5%
HW Fit Score Breakdown
lmstudio-community/gemm…
Speed
21/50
TTFT
17/20
Memory
30/30
qwen2.5-coder-3b-instru…
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
lmstudio-community/gemm…
Reasoning
14/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
qwen2.5-coder-3b-instru…
Reasoning
7/20
Coding
14/20
Instruction
13/20
Structured
14/15
Math
4/15
Multilingual
9/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest