Back to leaderboard

orca-mini:3b

llama · 3B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score
47 vs 79
Hardware Fit
100 vs 95
Quality Score
24 vs 72

Hardware

orca-mini:3b qwen2.5-coder:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

orca-mini:3b qwen2.5-coder:7b
Tokens/sec30.622.1
TTFT126 ms285 ms
Load time0.4 s0.8 s
Memory usage2.6 GB7.6 GB
Memory %8%24%

HW Fit Score Breakdown

orca-mini:3b

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

qwen2.5-coder:7b

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

Quality

orca-mini:3b

Reasoning
2/20
Coding
2/20
Instruction
13/20
Structured
3/15
Math
1/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Poor Math: Poor Multilingual: Weak

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
View orca-mini:3b details | View qwen2.5-coder:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running