Back to leaderboard

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
77 vs 78
Hardware Fit
94 vs 86
Quality Score
70 vs 74

Hardware

deepseek-r1:7b qwen3:8b
MachineMacBook Air—
CPUApple M4AMD Ryzen 9 3900X 12-Core Processor
Cores1024
RAM32 GB64 GB
GPUApple M4NVIDIA GeForce RTX 4060 Ti
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

deepseek-r1:7b qwen3:8b
Tokens/sec22.248.5
First chunk285 ms202 ms
TTFT285 ms4.3 s
Load time0.8 s4.2 s
Memory usage7.6 GB5.5 GB
Memory %24%9%

HW Fit Score Breakdown

deepseek-r1:7b

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

qwen3:8b

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

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

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View deepseek-r1:7b details | View qwen3:8b details

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