Back to leaderboard

qwen3:1.7b

qwen3 · 2.0B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

llama3.1:8b

llama · 8.0B · Q4_K_M

Not Rec.

Feb 28, 2026 · Apple M4 Pro

Global Score
70 vs 64
Hardware Fit
87 vs 56
Quality Score
59 vs 70

Hardware

qwen3:1.7b llama3.1:8b
MachineMac Mini
CPUApple M4Apple M4 Pro
Cores1014
RAM32 GB64 GB
GPUApple M4Apple M4 Pro
OSmacOS 26.3macOS 15.7.4
Archarm64arm64
Power Modebalancedunknown

Performance

qwen3:1.7b llama3.1:8b
Tokens/sec37.95.5
TTFT3.1 s1.4 s
Load time1.2 s3.7 s
Memory usage4.9 GB28.6 GB
Memory %15%45%

HW Fit Score Breakdown

qwen3:1.7b

Speed
40/40
TTFT
17/30
Memory
30/30

llama3.1:8b

Speed
5/40
TTFT
22/30
Memory
29/30

Quality

qwen3:1.7b

Reasoning
16/20
Coding
0/20
Instruction
13/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

llama3.1:8b

Reasoning
12/20
Coding
17/20
Instruction
14/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running