Back to leaderboard

qwen3.5-9b-64k:latest

OLLAMA GGUF

qwen35 · 9.0B · Q4_K_M

Good

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

liquid/lfm2-1.2b

LM-STUDIO GGUF

lfm2 · 1.2B · Q8_0

Good

Oct 1, 2026 · AMD Ryzen 7 4800H

Global Score
75 vs 69
Hardware Fit
68 vs 100
Quality Score
78 vs 56

Hardware

qwen3.5-9b-64k:lat… liquid/lfm2-1.2b
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHASUSTeK COMPUTER INC. ROG Strix G513IM_G513IM
CPUIntel Gen Intel® Core™ i9-12900HAMD Ryzen 7 4800H
Cores2016
RAM32 GB15 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 3060 Laptop GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3.5-9b-64k:lat… liquid/lfm2-1.2b
Tokens/sec12.6169.5
First chunk586 ms27 ms
TTFT586 ms77 ms
Load time15.0 sN/A
Memory usage8.1 GB3.4 GB
Memory %26%22%

HW Fit Score Breakdown

qwen3.5-9b-64k:latest

Speed
18/50
TTFT
20/20
Memory
30/30

liquid/lfm2-1.2b

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

Quality

qwen3.5-9b-64k:latest

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

liquid/lfm2-1.2b

Reasoning
9/20
Coding
7/20
Instruction
14/20
Structured
12/15
Math
5/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak 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