gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
glm-4.6v-flash
LM-STUDIO GGUFglm4 · Q4_K_S
Apr 21, 2026 · Apple M2 Max
Global Score
91 vs 65
Hardware Fit
89 vs 88
Quality Score
92 vs 55
Hardware
gemma-4-31b-it-qat glm-4.6v-flash
MachineASUSMac Studio
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M2 Max
Cores1612
RAM31 GB96 GB
GPUNVIDIA GeForce RTX 4090, RaphaelApple M2 Max
OScachyos rollingmacOS 26.1
Archx64arm64
Power Modelow-powerbalanced
Performance
gemma-4-31b-it-qat glm-4.6v-flash
Tokens/sec40.249.9
First chunk3 ms27 ms
TTFT302 ms3.7 s
Load timeN/A2.7 s
Memory usage18.8 GB0.0 GB
Memory %62%0%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
glm-4.6v-flash
Speed
50/50
TTFT
8/20
Memory
30/30
Quality
gemma-4-31b-it-qat
Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
glm-4.6v-flash
Reasoning
0/20
Coding
16/20
Instruction
12/20
Structured
2/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Strong Instruction Following: Adequate Structured Output: Poor Math: Strong 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