Back to leaderboard

deepseek-r1:14b

qwen2 · 14.8B · Q4_K_M

Not Rec.

Mar 2, 2026 · Apple M4

starcoder2:7b

starcoder2 · 7B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score
22 vs 35
Hardware Fit
50 vs 97
Quality Score
10 vs 8

Hardware

deepseek-r1:14b starcoder2:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

deepseek-r1:14b starcoder2:7b
Tokens/sec11.423.8
TTFT30.0 s251 ms
Load time1.0 s0.4 s
Memory usage16.5 GB6.3 GB
Memory %52%20%

HW Fit Score Breakdown

deepseek-r1:14b

Speed
20/40
TTFT
0/30
Memory
30/30

starcoder2:7b

Speed
37/40
TTFT
30/30
Memory
30/30

Quality

deepseek-r1:14b

Reasoning
1/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
0/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Adequate

starcoder2:7b

Reasoning
0/20
Coding
1/20
Instruction
4/20
Structured
2/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
View deepseek-r1:14b details | View starcoder2:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running