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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

qwen3.8-27b-uncensored-ymq-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
77 vs 84
Hardware Fit
94 vs 81
Quality Score
70 vs 85

Hardware

deepseek-r1:7b qwen3.8-27b-uncens…
MachineMacBook AirGigabyte Technology Co., Ltd. X570 AORUS PRO
CPUApple M4AMD Ryzen 5 5600X 6-Core Processor
Cores1012
RAM32 GB32 GB
GPUApple M4NVIDIA GeForce RTX 5070 Ti
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

deepseek-r1:7b qwen3.8-27b-uncens…
Tokens/sec22.218.3
First chunk285 ms9 ms
TTFT285 ms522 ms
Load time0.8 s7.7 s
Memory usage7.6 GB14.9 GB
Memory %24%47%

HW Fit Score Breakdown

deepseek-r1:7b

Speed
44/50
TTFT
20/20
Memory
30/30

qwen3.8-27b-uncensored-…

Speed
35/50
TTFT
20/20
Memory
26/30

Quality

deepseek-r1:7b

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

qwen3.8-27b-uncensored-…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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