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llama3.1:8b

llama · 8.0B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

deepseek-r1:14b

qwen2 · 14.8B · Q4_K_M

Not Rec.

Mar 1, 2026 · Apple M4

Global Score
69 vs 25
Hardware Fit
93 vs 46
Quality Score
53 vs 11

Hardware

llama3.1:8b deepseek-r1:14b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

llama3.1:8b deepseek-r1:14b
Tokens/sec20.210.8
TTFT481 ms30.0 s
Load time3.4 s5.3 s
Memory usage10.4 GB16.5 GB
Memory %33%52%

HW Fit Score Breakdown

llama3.1:8b

Speed
33/40
TTFT
30/30
Memory
30/30

deepseek-r1:14b

Speed
16/40
TTFT
0/30
Memory
30/30

Quality

llama3.1:8b

Reasoning
12/20
Coding
0/20
Instruction
14/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

deepseek-r1:14b

Reasoning
1/20
Coding
0/20
Instruction
2/20
Structured
1/15
Math
1/15
Multilingual
6/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Adequate

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running