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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
66 vs 87
Hardware Fit
63 vs 81
Quality Score
67 vs 90

Hardware

deepseek-r1:7b GPT-20B:20b
MachineGigabyte Technology Co., Ltd. H170M-D3HHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUIntel Core™ i5-6500AMD Ryzen 9 9955HX3D 16-Core Processor
Cores432
RAM16 GB31 GB
GPUGP104 [GeForce GTX 1070]AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

deepseek-r1:7b GPT-20B:20b
Tokens/sec35.636.9
First chunk224 ms902 ms
TTFT7.5 s4.2 s
Load time7.7 s19.5 s
Memory usage4.6 GB13.1 GB
Memory %29%42%

HW Fit Score Breakdown

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

GPT-20B:20b

Speed
47/50
TTFT
7/20
Memory
27/30

Quality

deepseek-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

GPT-20B:20b

Reasoning
19/20
Coding
17/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong 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