Back to leaderboard

deepseek-v2:16b

deepseek2 · 15.7B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen3:4b

qwen3 · 4.0B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score
73 vs 48
Hardware Fit
100 vs 53
Quality Score
55 vs 45

Hardware

deepseek-v2:16b qwen3:4b
MachineMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

deepseek-v2:16b qwen3:4b
Tokens/sec56.611.3
TTFT239 ms9.2 s
Load time1.2 s0.1 s
Memory usage17.7 GB7.2 GB
Memory %55%23%

HW Fit Score Breakdown

deepseek-v2:16b

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

qwen3:4b

Speed
17/40
TTFT
6/30
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

qwen3:4b

Reasoning
4/20
Coding
6/20
Instruction
8/20
Structured
6/15
Math
12/15
Multilingual
9/10
Reasoning: Poor Coding: Weak Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running