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llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
81 vs 66
Hardware Fit
100 vs 63
Quality Score
73 vs 67

Hardware

llama-3.1-8b-instr… deepseek-r1:7b
MachineASUSGigabyte Technology Co., Ltd. H170M-D3H
CPUAMD Ryzen 5 5500Intel Core™ i5-6500
Cores124
RAM31 GB16 GB
GPUNavi 44 [Radeon RX 9060 XT]GP104 [GeForce GTX 1070]
OSNobara Linux 43Ubuntu 24.04.4 LTS
Archx64x64
Power Modeperformancelow-power

Performance

llama-3.1-8b-instr… deepseek-r1:7b
Tokens/sec35.635.6
First chunk52 ms224 ms
TTFT256 ms7.5 s
Load timeN/A7.7 s
Memory usage8.6 GB4.6 GB
Memory %28%29%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

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

deepseek-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong 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