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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

qwen/qwen3.6-35b-a3b

LM-STUDIO MLX

qwen3_5_moe · 35B · 4bit

Excellent

Jul 17, 2026 · Apple M5 Max

Global Score
82 vs 89
Hardware Fit
81 vs 97
Quality Score
82 vs 86

Hardware

qwen3.5:9b qwen/qwen3.6-35b-a3b
MachineAZW GTR ProMacBook Pro
CPUAMD RYZEN AI MAX+ 395 w/ Radeon 8060SApple M5 Max
Cores3218
RAM125 GB64 GB
GPUIntegrated / Apple SiliconApple M5 Max
OSUbuntu 24.04.4 LTSmacOS 27.0
Archx64arm64
Power Modeperformancebalanced

Performance

qwen3.5:9b qwen/qwen3.6-35b-a3b
Tokens/sec30.8130.2
First chunk195 ms5 ms
TTFT195 ms135 ms
Load time6.8 sN/A
Memory usage18.8 GB26.6 GB
Memory %15%42%

HW Fit Score Breakdown

qwen3.5:9b

Speed
31/50
TTFT
20/20
Memory
30/30

qwen/qwen3.6-35b-a3b

Speed
50/50
TTFT
20/20
Memory
27/30

Quality

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen/qwen3.6-35b-a3b

Reasoning
15/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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