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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 18, 2026 · Intel Core™ i7-14700F

Global Score
66 vs 94
Hardware Fit
63 vs 96
Quality Score
67 vs 93

Hardware

deepseek-r1:7b GPT-20B:20b
MachineGigabyte Technology Co., Ltd. H170M-D3HHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUIntel Core™ i5-6500Intel Core™ i7-14700F
Cores428
RAM16 GB64 GB
GPUGP104 [GeForce GTX 1070]NVIDIA GeForce RTX 5080
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

deepseek-r1:7b GPT-20B:20b
Tokens/sec35.6181.0
First chunk224 ms596 ms
TTFT7.5 s1.3 s
Load time7.7 s10.0 s
Memory usage4.6 GB11.9 GB
Memory %29%19%

HW Fit Score Breakdown

deepseek-r1:7b

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

GPT-20B:20b

Speed
50/50
TTFT
16/20
Memory
30/30

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
18/20
Instruction
16/20
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest