Back to leaderboard

deepseek-v2:16b

deepseek2 · 15.7B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
73 vs 80
Hardware Fit
100 vs 100
Quality Score
55 vs 67

Hardware

deepseek-v2:16b qwen2.5:3b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

deepseek-v2:16b qwen2.5:3b
Tokens/sec56.647.2
TTFT239 ms168 ms
Load time1.2 s0.5 s
Memory usage17.7 GB4.0 GB
Memory %55%13%

HW Fit Score Breakdown

deepseek-v2:16b

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

qwen2.5:3b

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

Quality

deepseek-v2:16b

Reasoning
7/20
Coding
9/20
Instruction
13/20
Structured
10/15
Math
8/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Adequate Multilingual: Strong

qwen2.5:3b

Reasoning
12/20
Coding
14/20
Instruction
12/20
Structured
15/15
Math
5/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View deepseek-v2:16b details | View qwen2.5:3b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running