llama3.1:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Jun 26, 2026 · Cortex-A78AE
minimax-m2.7:cloud
OLLAMA GGUFminimax
Apr 1, 2026 · Apple M4
Global Score
46 vs 74
Hardware Fit
61 vs 34
Quality Score
40 vs 91
Hardware
llama3.1:8b minimax-m2.7:cloud
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMac mini
CPUCortex-A78AEApple M4
Cores610
RAM7 GB24 GB
GPUIntegrated / UnknownApple M4
OSUbuntu 22.04.5 LTSmacOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
llama3.1:8b minimax-m2.7:cloud
Tokens/sec7.80.0
First chunk1625 ms7588 ms
TTFT1.6 s11.4 s
Load time21.8 s0.0 s
Memory usage5.2 GB0.7 GB
Memory %71%3%
HW Fit Score Breakdown
llama3.1:8b
Speed
26/50
TTFT
20/20
Memory
15/30
minimax-m2.7:cloud
Speed
0/50
TTFT
4/20
Memory
30/30
Quality
llama3.1:8b
Reasoning
12/20
Coding
10/20
Instruction
4/20
Structured
1/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Weak 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