Back to leaderboard

deepseek-v2:16b

deepseek2 · 15.7B · Q4_0

Good

Mar 2, 2026 · Apple M4

smollm2:1.7b

llama · 1.7B · Q8_0

Good

Mar 2, 2026 · Apple M4

Global Score
73 vs 69
Hardware Fit
100 vs 100
Quality Score
55 vs 49

Hardware

deepseek-v2:16b smollm2:1.7b
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 smollm2:1.7b
Tokens/sec56.651.8
TTFT239 ms84 ms
Load time1.2 s0.4 s
Memory usage17.7 GB3.7 GB
Memory %55%12%

HW Fit Score Breakdown

deepseek-v2:16b

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

smollm2:1.7b

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

smollm2:1.7b

Reasoning
7/20
Coding
10/20
Instruction
12/20
Structured
13/15
Math
1/15
Multilingual
6/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
View deepseek-v2:16b details | View smollm2:1.7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running