Back to leaderboard

smollm2:135m

llama · 134.52M · F16

Marginal

Mar 1, 2026 · Apple M4

qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
48 vs 59
Hardware Fit
100 vs 99
Quality Score
14 vs 33

Hardware

smollm2:135m qwen2.5:0.5b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

smollm2:135m qwen2.5:0.5b
Tokens/sec245.0162.7
TTFT31 ms81 ms
Load time0.4 s0.5 s
Memory usage0.6 GB1.7 GB
Memory %2%5%

HW Fit Score Breakdown

smollm2:135m

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

qwen2.5:0.5b

Speed
40/40
TTFT
30/30
Memory
29/30

Quality

smollm2:135m

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

qwen2.5:0.5b

Reasoning
6/20
Coding
0/20
Instruction
7/20
Structured
11/15
Math
5/15
Multilingual
4/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Weak Multilingual: Weak
View smollm2:135m details | View qwen2.5:0.5b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running