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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

gptoss · 20.9B · MXFP4

OLLAMA GGUF

gptoss · 20.9 · MXFP4

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score
66 vs 84
Hardware Fit
63 vs 69
Quality Score
67 vs 91

Hardware

deepseek-r1:7b gptoss · 20.9B · M…
MachineGigabyte Technology Co., Ltd. H170M-D3HMac Pro
CPUIntel Core™ i5-6500Intel Core™ i5-10400
Cores412
RAM16 GB32 GB
GPUGP104 [GeForce GTX 1070]AMD Radeon RX 6700 XT
OSUbuntu 24.04.4 LTSmacOS 26.5.1
Archx64x64
Power Modelow-powerbalanced

Performance

deepseek-r1:7b gptoss · 20.9B · M…
Tokens/sec35.617.5
First chunk224 ms643 ms
TTFT7.5 s7.7 s
Load time7.7 s0.0 s
Memory usage4.6 GB0.8 GB
Memory %29%3%

HW Fit Score Breakdown

deepseek-r1:7b

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

gptoss · 20.9B · MXFP4

Speed
34/50
TTFT
5/20
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

gptoss · 20.9B · MXFP4

Reasoning
19/20
Coding
19/20
Instruction
13/20
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