Back to leaderboard

deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

Global Score
37 vs 89
Hardware Fit
73 vs 88
Quality Score
22 vs 89

Hardware

deepseek-r1:1.5b qwen3.8:27b-q8_0
MachineLENOVO 20L7CTO1WWDell Inc. PowerEdge XE8545
CPUIntel Core™ i5-8350UAMD EPYC 7713 64-Core Processor
Cores8128
RAM23 GB1007 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSFedora Linux 43Rocky Linux 8.10
Archx64x64
Power Modelow-powerunknown

Performance

deepseek-r1:1.5b qwen3.8:27b-q8_0
Tokens/sec18.440.0
First chunk593 ms177 ms
TTFT30.0 s177 ms
Load time3.8 s24.7 s
Memory usage1.0 GB51.0 GB
Memory %4%5%

HW Fit Score Breakdown

deepseek-r1:1.5b

Speed
43/50
TTFT
0/20
Memory
30/30

qwen3.8:27b-q8_0

Speed
38/50
TTFT
20/20
Memory
30/30

Quality

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

qwen3.8:27b-q8_0

Reasoning
18/20
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
View deepseek-r1:1.5b details | View qwen3.8:27b-q8_0 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