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huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K

Excellent

Jun 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score
88 vs 39
Hardware Fit
94 vs 100
Quality Score
85 vs 13

Hardware

huihui-qwen3.6-35b… starcoder2:3b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMacBook Air
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M4
Cores1210
RAM47 GB32 GB
GPUAD106 [GeForce RTX 4060 Ti]Apple M4
OScachyos rollingmacOS 26.3
Archx64arm64
Power Modelow-powerbalanced

Performance

huihui-qwen3.6-35b… starcoder2:3b
Tokens/sec39.849.4
First chunk3 msN/A
TTFT479 ms155 ms
Load timeN/A0.4 s
Memory usage24.4 GB3.0 GB
Memory %52%9%

HW Fit Score Breakdown

huihui-qwen3.6-35b-a3b-…

Speed
50/50
TTFT
20/20
Memory
24/30

starcoder2:3b

Speed
40/50
TTFT
30/20
Memory
30/30

Quality

huihui-qwen3.6-35b-a3b-…

Reasoning
18/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

starcoder2:3b

Reasoning
0/20
Coding
2/20
Instruction
5/20
Structured
2/15
Math
2/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

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