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llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Marginal

Jun 26, 2026 · Cortex-A78AE

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

Global Score
46 vs 80
Hardware Fit
61 vs 60
Quality Score
40 vs 88

Hardware

llama3.1:8b qwen3-coder:30b
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperASUS
CPUCortex-A78AEIntel Gen Intel® Core™ i7-12700K
Cores620
RAM7 GB96 GB
GPUIntegrated / UnknownParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060
OSUbuntu 22.04.5 LTSMicrosoft Windows 11 Enterprise 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

llama3.1:8b qwen3-coder:30b
Tokens/sec7.814.7
First chunk1625 ms796 ms
TTFT1.6 s796 ms
Load time21.8 s0.2 s
Memory usage5.2 GB17.9 GB
Memory %71%19%

HW Fit Score Breakdown

llama3.1:8b

Speed
26/50
TTFT
20/20
Memory
15/30

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

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

qwen3-coder:30b

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest