Back to leaderboard

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score
81 vs 37
Hardware Fit
100 vs 73
Quality Score
73 vs 22

Hardware

llama-3.1-8b-instr… deepseek-r1:1.5b
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 43
Archx64x64
Power Modeperformancelow-power

Performance

llama-3.1-8b-instr… deepseek-r1:1.5b
Tokens/sec35.618.4
First chunk52 ms593 ms
TTFT256 ms30.0 s
Load timeN/A3.8 s
Memory usage8.6 GB1.0 GB
Memory %28%4%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

deepseek-r1:1.5b

Speed
43/50
TTFT
0/20
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

deepseek-r1:1.5b

Reasoning
4/20
Coding
0/20
Instruction
5/20
Structured
3/15
Math
7/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Weak Multilingual: Weak

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