Back to leaderboard

llama3.2:latest

llama · 3.2B · Q4_K_M

Good

Feb 28, 2026 · Apple M4 Pro

neural-chat:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
77 vs 71
Hardware Fit
100 vs 96
Quality Score
61 vs 55

Hardware

llama3.2:latest neural-chat:7b
MachineMac MiniMacBook Air
CPUApple M4 ProApple M4
Cores1410
RAM64 GB32 GB
GPUApple M4 ProApple M4
OSmacOS 15.7.4macOS 26.3
Archarm64arm64
Power Modeunknownbalanced

Performance

llama3.2:latest neural-chat:7b
Tokens/sec98.922.5
TTFT125 ms242 ms
Load time2.3 s0.4 s
Memory usage22.1 GB4.5 GB
Memory %35%14%

HW Fit Score Breakdown

llama3.2:latest

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

neural-chat:7b

Speed
36/40
TTFT
30/30
Memory
30/30

Quality

llama3.2:latest

Reasoning
11/20
Coding
14/20
Instruction
12/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

neural-chat:7b

Reasoning
7/20
Coding
9/20
Instruction
12/20
Structured
12/15
Math
7/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running