Back to leaderboard

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

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

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score
89 vs 68
Hardware Fit
88 vs 59
Quality Score
89 vs 72

Hardware

qwen3.8:27b-q8_0 qwen2.5-coder:7b
MachineDell Inc. PowerEdge XE8545ASUS
CPUAMD EPYC 7713 64-Core ProcessorIntel Gen Intel® Core™ i7-13700K
Cores12824
RAM1007 GB64 GB
GPUGA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]NVIDIA GeForce RTX 3070
OSRocky Linux 8.10Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeunknownunknown

Performance

qwen3.8:27b-q8_0 qwen2.5-coder:7b
Tokens/sec39.934.4
First chunk192 ms1991 ms
TTFT192 ms2.0 s
Load time19.0 s40.6 s
Memory usage51.0 GB5.0 GB
Memory %5%8%

HW Fit Score Breakdown

qwen3.8:27b-q8_0

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

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

Quality

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

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View qwen3.8:27b-q8_0 details | View qwen2.5-coder:7b 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