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

deepseek-coder-v2:16b

OLLAMA GGUF

deepseek2 · 15.7B · Q4_0

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
89 vs 83
Hardware Fit
88 vs 100
Quality Score
89 vs 75

Hardware

qwen3.8:27b-q8_0 deepseek-coder-v2:…
MachineDell Inc. PowerEdge XE8545Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUAMD EPYC 7713 64-Core ProcessorIntel Core™ i5-14400F
Cores12816
RAM1007 GB32 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 5060 Ti
OSRocky Linux 8.10Microsoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modeunknownbalanced

Performance

qwen3.8:27b-q8_0 deepseek-coder-v2:…
Tokens/sec40.0150.4
First chunk177 ms116 ms
TTFT177 ms116 ms
Load time24.7 s5.8 s
Memory usage51.0 GB9.4 GB
Memory %5%30%

HW Fit Score Breakdown

qwen3.8:27b-q8_0

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

deepseek-coder-v2:16b

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

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

deepseek-coder-v2:16b

Reasoning
10/20
Coding
18/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
9/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong 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