qwen3.5-9b-64k:latest
OLLAMA GGUFqwen35 · 9.0B · Q4_K_M
Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 22, 2026 · NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )
Global Score
75 vs 93
Hardware Fit
68 vs 91
Quality Score
78 vs 94
Hardware
qwen3.5-9b-64k:lat… GPT-20B:20b
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHHP HyperX OMEN Transcend Gaming Laptop 14-ga0xxx5CD612DXML
CPUIntel Gen Intel® Core™ i9-12900HNVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )
Cores2020
RAM32 GB55 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUNVIDIA RTX Spark N1X (6144-core Blackwell RTX GPU), NVIDIA NPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.28000
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3.5-9b-64k:lat… GPT-20B:20b
Tokens/sec12.657.8
First chunk586 ms203 ms
TTFT586 ms3.0 s
Load time15.0 s19.2 s
Memory usage8.1 GB12.0 GB
Memory %26%22%
HW Fit Score Breakdown
qwen3.5-9b-64k:latest
Speed
18/50
TTFT
20/20
Memory
30/30
GPT-20B:20b
Speed
50/50
TTFT
11/20
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
GPT-20B:20b
Reasoning
19/20
Coding
17/20
Instruction
18/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest