Back to leaderboard

qwen3.5:9b

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

yi:6b

llama · 6B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
80 vs 77
Hardware Fit
81 vs 100
Quality Score
80 vs 67

Hardware

qwen3.5:9b yi:6b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen3.5:9b yi:6b
Tokens/sec11.827.6
TTFT523 ms210 ms
Load time2.9 s0.4 s
Memory usage9.1 GB3.6 GB
Memory %28%11%

HW Fit Score Breakdown

qwen3.5:9b

Speed
21/40
TTFT
30/30
Memory
30/30

yi:6b

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

Quality

qwen3.5:9b

Reasoning
14/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running