qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 2, 2026 · Apple M4
minimax-m2.7:cloud
OLLAMA GGUFminimax
Apr 1, 2026 · Apple M4
Global Score
79 vs 74
Hardware Fit
95 vs 34
Quality Score
72 vs 91
Hardware
qwen2.5-coder:7b minimax-m2.7:cloud
MachineMacBook AirMac mini
CPUApple M4Apple M4
Cores1010
RAM32 GB24 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
qwen2.5-coder:7b minimax-m2.7:cloud
Tokens/sec22.10.0
First chunkN/A7588 ms
TTFT285 ms11.4 s
Load time0.8 s0.0 s
Memory usage7.6 GB0.7 GB
Memory %24%3%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
35/50
TTFT
30/20
Memory
30/30
minimax-m2.7:cloud
Speed
0/50
TTFT
4/20
Memory
30/30
Quality
qwen2.5-coder:7b
Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
minimax-m2.7:cloud
Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
14/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest