llama3:latest
llama · 8.0B · Q4_0
Mar 1, 2026 · Apple M4
codellama:7b
llama · 7B · Q4_0
Mar 1, 2026 · Apple M4
Global Score
68 vs 68
Hardware Fit
94 vs 97
Quality Score
51 vs 49
Hardware
llama3:latest codellama:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
llama3:latest codellama:7b
Tokens/sec21.423.6
TTFT297 ms297 ms
Load time0.8 s0.9 s
Memory usage5.6 GB12.6 GB
Memory %18%39%
HW Fit Score Breakdown
llama3:latest
Speed
34/40
TTFT
30/30
Memory
30/30
codellama:7b
Speed
37/40
TTFT
30/30
Memory
30/30
Quality
llama3:latest
Reasoning
9/20
Coding
0/20
Instruction
15/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Weak Coding: Poor Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
codellama:7b
Reasoning
6/20
Coding
7/20
Instruction
12/20
Structured
13/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running