codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
GPT-120B:120b
OLLAMA GGUFgptoss · 116.8B · MXFP4
Aug 18, 2026 · Intel Core™ i7-14700F
Global Score
67 vs 66
Hardware Fit
67 vs 14
Quality Score
67 vs 88
Hardware
codestral:22b GPT-120B:120b
MachineNVIDIA NVIDIA_DGX_SparkHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUCortex-X925Intel Core™ i7-14700F
Cores2028
RAM122 GB64 GB
GPUDevice 2e12NVIDIA GeForce RTX 5080
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Enterprise 10.0.26200
Archarm64x64
Power Modeperformancebalanced
Performance
codestral:22b GPT-120B:120b
Tokens/sec17.210.1
First chunk129 ms6562 ms
TTFT129 ms10.3 s
Load time11.6 s49.8 s
Memory usage18.9 GB61.5 GB
Memory %16%96%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
GPT-120B:120b
Speed
10/50
TTFT
2/20
Memory
2/30
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
GPT-120B:120b
Reasoning
18/20
Coding
19/20
Instruction
11/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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