glm-4.6v-flash
LM-STUDIO GGUFglm4 · Q4_K_S
Apr 21, 2026 · Apple M2 Max
llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q8_0
Apr 26, 2026 · AMD Ryzen 5 5500
Global Score
65 vs 81
Hardware Fit
88 vs 100
Quality Score
55 vs 73
Hardware
glm-4.6v-flash llama-3.1-8b-instr…
MachineMac StudioASUS
CPUApple M2 MaxAMD Ryzen 5 5500
Cores1212
RAM96 GB31 GB
GPUApple M2 MaxNavi 44 [Radeon RX 9060 XT]
OSmacOS 26.1Nobara Linux 43
Archarm64x64
Power Modebalancedperformance
Performance
glm-4.6v-flash llama-3.1-8b-instr…
Tokens/sec49.935.6
First chunk27 ms52 ms
TTFT3.7 s256 ms
Load time2.7 sN/A
Memory usage0.0 GB8.6 GB
Memory %0%28%
HW Fit Score Breakdown
glm-4.6v-flash
Speed
50/50
TTFT
8/20
Memory
30/30
llama-3.1-8b-instruct
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
llama-3.1-8b-instruct
Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong 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