codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
Qwen3.8-27B-UD-IQ4_XS_unsloth:latest
OLLAMA GGUFqwen35 · 27.3B · IQ4_XS
Aug 27, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
67 vs 80
Hardware Fit
67 vs 60
Quality Score
67 vs 89
Hardware
codestral:22b Qwen3.8-27B-UD-IQ4…
MachineNVIDIA NVIDIA_DGX_SparkMicro-Star International Co., Ltd. MS-7E51
CPUCortex-X925AMD Ryzen 7 9700X 8-Core Processor
Cores2016
RAM122 GB31 GB
GPUDevice 2e12NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modeperformancebalanced
Performance
codestral:22b Qwen3.8-27B-UD-IQ4…
Tokens/sec17.210.8
First chunk129 ms891 ms
TTFT129 ms891 ms
Load time11.6 s0.0 s
Memory usage18.9 GB17.6 GB
Memory %16%57%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
Qwen3.8-27B-UD-IQ4_XS_u…
Speed
18/50
TTFT
20/20
Memory
22/30
Quality
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
Qwen3.8-27B-UD-IQ4_XS_u…
Reasoning
17/20
Coding
18/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest