Back to leaderboard

phi:2.7b

phi2 · 3B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

phi4-mini:latest

phi3 · 3.8B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score
59 vs 71
Hardware Fit
100 vs 100
Quality Score
41 vs 58

Hardware

phi:2.7b phi4-mini:latest
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

phi:2.7b phi4-mini:latest
Tokens/sec56.636.2
TTFT110 ms190 ms
Load time0.4 s0.8 s
Memory usage2.2 GB8.3 GB
Memory %7%26%

HW Fit Score Breakdown

phi:2.7b

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

phi4-mini:latest

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

Quality

phi:2.7b

Reasoning
7/20
Coding
4/20
Instruction
9/20
Structured
11/15
Math
8/15
Multilingual
2/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Adequate Multilingual: Poor

phi4-mini:latest

Reasoning
12/20
Coding
10/20
Instruction
10/20
Structured
11/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Weak Multilingual: Strong
View phi:2.7b details | View phi4-mini:latest details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running