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vicuna:7b

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

llama3:latest

llama · 8.0B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
59 vs 71
Hardware Fit
97 vs 95
Quality Score
43 vs 60

Hardware

vicuna:7b llama3:latest
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

vicuna:7b llama3:latest
Tokens/sec23.422.3
TTFT242 ms295 ms
Load time0.4 s0.8 s
Memory usage5.8 GB5.6 GB
Memory %18%18%

HW Fit Score Breakdown

vicuna:7b

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

llama3:latest

Speed
35/40
TTFT
30/30
Memory
30/30

Quality

vicuna:7b

Reasoning
8/20
Coding
4/20
Instruction
10/20
Structured
12/15
Math
2/15
Multilingual
7/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

llama3:latest

Reasoning
9/20
Coding
9/20
Instruction
15/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Weak Coding: Weak Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View vicuna:7b details | View llama3:latest details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running