codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
deepseek-coder-1.3b-instruct
LM-STUDIO GGUFllama · 1.3B · Q8_0
Mar 6, 2026 · Intel Core™ i5-5300U
Global Score
67 vs 30
Hardware Fit
67 vs 66
Quality Score
67 vs 14
Hardware
codestral:22b deepseek-coder-1.3…
MachineNVIDIA NVIDIA_DGX_SparkLENOVO 20BUS00700
CPUCortex-X925Intel Core™ i5-5300U
Cores204
RAM122 GB16 GB
GPUDevice 2e12Intel(R) HD Graphics 5500
OSUbuntu 24.04.4 LTSMicrosoft Windows 10 Professionnel 10.0.19045
Archarm64x64
Power Modeperformancebalanced
Performance
codestral:22b deepseek-coder-1.3…
Tokens/sec17.27.1
First chunk129 ms3448 ms
TTFT129 ms3.4 s
Load time11.6 sN/A
Memory usage18.9 GB1.3 GB
Memory %16%9%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
deepseek-coder-1.3b-ins…
Speed
24/50
TTFT
15/20
Memory
27/30
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
deepseek-coder-1.3b-ins…
Reasoning
0/20
Coding
3/20
Instruction
3/20
Structured
6/15
Math
0/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Poor Multilingual: Poor
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