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llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

Global Score
81 vs 73
Hardware Fit
100 vs 93
Quality Score
73 vs 65

Hardware

llama-3.1-8b-instr… lfm2.5:latest
MachineASUSLENOVO 20L7CTO1WW
CPUAMD Ryzen 5 5500Intel Core™ i5-8350U
Cores128
RAM31 GB23 GB
GPUNavi 44 [Radeon RX 9060 XT]Kaby Lake-R GT2 [UHD Graphics 620]
OSNobara Linux 43Fedora Linux 44
Archx64x64
Power Modeperformanceperformance

Performance

llama-3.1-8b-instr… lfm2.5:latest
Tokens/sec35.618.3
First chunk52 ms981 ms
TTFT256 ms981 ms
Load timeN/A8.0 s
Memory usage8.6 GB4.9 GB
Memory %28%21%

HW Fit Score Breakdown

llama-3.1-8b-instruct

Speed
50/50
TTFT
20/20
Memory
30/30

lfm2.5:latest

Speed
43/50
TTFT
20/20
Memory
30/30

Quality

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View llama-3.1-8b-instr… details | View lfm2.5:latest details

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