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zai-org/glm-4.7-flash

LM-STUDIO GGUF

deepseek2 · 30B · Q4_K_M

Excellent

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Excellent

Aug 25, 2026 · Apple M1 Pro

Global Score
82 vs 88
Hardware Fit
83 vs 98
Quality Score
81 vs 83

Hardware

zai-org/glm-4.7-fl… maternion/ling-3.0…
MachineGMKtec EVO-X3MacBook Pro
CPUAMD RYZEN AI MAX+ 395Apple M1 Pro
Cores3210
RAM120 GB16 GB
GPUAMD Radeon(TM) 8060S GraphicsApple M1 Pro
OSMicrosoft Windows 11 Pro 10.0.26300macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

zai-org/glm-4.7-fl… maternion/ling-3.0…
Tokens/sec36.773.0
First chunk29 ms175 ms
TTFT131 ms175 ms
Load time82.7 s3.2 s
Memory usage47.4 GB5.9 GB
Memory %40%37%

HW Fit Score Breakdown

zai-org/glm-4.7-flash

Speed
35/50
TTFT
20/20
Memory
28/30

maternion/ling-3.0-tiny…

Speed
50/50
TTFT
20/20
Memory
28/30

Quality

zai-org/glm-4.7-flash

Reasoning
14/20
Coding
18/20
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

maternion/ling-3.0-tiny…

Reasoning
16/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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