Back to leaderboard

yi:6b

llama · 6B · Q4_0

Excellent

Mar 1, 2026 · Apple M4

stablelm2:1.6b

stablelm · 2B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score
80 vs 48
Hardware Fit
100 vs 98
Quality Score
67 vs 15

Hardware

yi:6b stablelm2:1.6b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

yi:6b stablelm2:1.6b
Tokens/sec27.662.8
TTFT210 ms126 ms
Load time0.4 s0.4 s
Memory usage3.6 GB1.1 GB
Memory %11%3%

HW Fit Score Breakdown

yi:6b

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

stablelm2:1.6b

Speed
40/40
TTFT
30/30
Memory
28/30

Quality

yi:6b

Reasoning
11/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
6/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Adequate

stablelm2:1.6b

Reasoning
4/20
Coding
0/20
Instruction
6/20
Structured
1/15
Math
2/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running