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zai-org/glm-4.7-flash

LM-STUDIO GGUF

deepseek2 · 30B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

starcoder2:7b

OLLAMA GGUF

starcoder2 · 7B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score
83 vs 35
Hardware Fit
86 vs 97
Quality Score
81 vs 8

Hardware

zai-org/glm-4.7-fl… starcoder2:7b
MachineASUSMacBook Air
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4
Cores1610
RAM31 GB32 GB
GPUNVIDIA GeForce RTX 4090, RaphaelApple M4
OScachyos rollingmacOS 26.3
Archx64arm64
Power Modelow-powerbalanced

Performance

zai-org/glm-4.7-fl… starcoder2:7b
Tokens/sec102.923.8
First chunk5 msN/A
TTFT153 ms251 ms
Load timeN/A0.4 s
Memory usage20.8 GB6.3 GB
Memory %68%20%

HW Fit Score Breakdown

zai-org/glm-4.7-flash

Speed
50/50
TTFT
20/20
Memory
16/30

starcoder2:7b

Speed
37/50
TTFT
30/20
Memory
30/30

Quality

zai-org/glm-4.7-flash

Reasoning
13/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

starcoder2:7b

Reasoning
0/20
Coding
1/20
Instruction
4/20
Structured
2/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
View zai-org/glm-4.7-fl… details | View starcoder2:7b details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest