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qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

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

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
89 vs 67
Hardware Fit
88 vs 67
Quality Score
89 vs 67

Hardware

qwen3.8:27b-q8_0 codestral:22b
MachineDell Inc. PowerEdge XE8545NVIDIA NVIDIA_DGX_Spark
CPUAMD EPYC 7713 64-Core ProcessorCortex-X925
Cores12820
RAM1007 GB122 GB
GPUGA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]Device 2e12
OSRocky Linux 8.10Ubuntu 24.04.4 LTS
Archx64arm64
Power Modeunknownperformance

Performance

qwen3.8:27b-q8_0 codestral:22b
Tokens/sec40.017.2
First chunk177 ms129 ms
TTFT177 ms129 ms
Load time24.7 s11.6 s
Memory usage51.0 GB18.9 GB
Memory %5%16%

HW Fit Score Breakdown

qwen3.8:27b-q8_0

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

codestral:22b

Speed
17/50
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

codestral:22b

Reasoning
11/20
Coding
17/20
Instruction
9/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong
View qwen3.8:27b-q8_0 details | View codestral:22b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest