minimax-m2.7:cloud
OLLAMA GGUFminimax
Apr 1, 2026 · Apple M4
qwen2.5-coder:3b
OLLAMA GGUFqwen2 · 3.1B · Q4_K_M
Jun 26, 2026 · Cortex-A78AE
Global Score
74 vs 73
Hardware Fit
34 vs 100
Quality Score
91 vs 61
Hardware
minimax-m2.7:cloud qwen2.5-coder:3b
MachineMac miniNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUApple M4Cortex-A78AE
Cores106
RAM24 GB7 GB
GPUApple M4Integrated / Unknown
OSmacOS 26.3Ubuntu 22.04.5 LTS
Archarm64arm64
Power Modebalancedbalanced
Performance
minimax-m2.7:cloud qwen2.5-coder:3b
Tokens/sec0.021.3
First chunk7588 ms969 ms
TTFT11.4 s969 ms
Load time0.0 s6.6 s
Memory usage0.7 GB2.0 GB
Memory %3%27%
HW Fit Score Breakdown
minimax-m2.7:cloud
Speed
0/50
TTFT
4/20
Memory
30/30
qwen2.5-coder:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
qwen2.5-coder:3b
Reasoning
8/20
Coding
15/20
Instruction
11/20
Structured
14/15
Math
4/15
Multilingual
9/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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