Back to leaderboard

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

llama3:latest

llama · 8.0B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
81 vs 68
Hardware Fit
95 vs 94
Quality Score
72 vs 51

Hardware

qwen2.5-coder:7b llama3: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-coder:7b llama3:latest
Tokens/sec22.121.4
TTFT285 ms297 ms
Load time0.8 s0.8 s
Memory usage7.6 GB5.6 GB
Memory %24%18%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed
35/40
TTFT
30/30
Memory
30/30

llama3:latest

Speed
34/40
TTFT
30/30
Memory
30/30

Quality

qwen2.5-coder:7b

Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

llama3:latest

Reasoning
9/20
Coding
0/20
Instruction
15/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Weak Coding: Poor Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View qwen2.5-coder:7b details | View llama3:latest details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running