Back to leaderboard

qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

mistral:latest

llama · 7.2B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score
59 vs 76
Hardware Fit
99 vs 96
Quality Score
33 vs 63

Hardware

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

Performance

qwen2.5:0.5b mistral:latest
Tokens/sec162.722.5
TTFT81 ms257 ms
Load time0.5 s0.6 s
Memory usage1.7 GB10.1 GB
Memory %5%32%

HW Fit Score Breakdown

qwen2.5:0.5b

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

mistral:latest

Speed
36/40
TTFT
30/30
Memory
30/30

Quality

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

mistral:latest

Reasoning
8/20
Coding
12/20
Instruction
15/20
Structured
14/15
Math
5/15
Multilingual
9/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View qwen2.5:0.5b details | View mistral:latest details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running