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qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

Global Score
57 vs 73
Hardware Fit
61 vs 93
Quality Score
55 vs 65

Hardware

qwen3.5:9b lfm2.5:latest
MachineAZW GTR ProLENOVO 20L7CTO1WW
CPUAMD RYZEN AI MAX+ 395Intel Core™ i5-8350U
Cores328
RAM125 GB23 GB
GPUAMD Radeon 8060SKaby Lake-R GT2 [UHD Graphics 620]
OSUbuntu 24.04.4 LTSFedora Linux 44
Archx64x64
Power Modelow-powerperformance

Performance

qwen3.5:9b lfm2.5:latest
Tokens/sec30.318.3
First chunk205 ms981 ms
TTFT8.7 s981 ms
Load time5.6 s8.0 s
Memory usage18.8 GB4.9 GB
Memory %15%21%

HW Fit Score Breakdown

qwen3.5:9b

Speed
30/50
TTFT
1/20
Memory
30/30

lfm2.5:latest

Speed
43/50
TTFT
20/20
Memory
30/30

Quality

qwen3.5:9b

Reasoning
17/20
Coding
2/20
Instruction
7/20
Structured
8/15
Math
12/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate 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