codestral:22b
OLLAMA GGUFllama · 22.2B · Q4_0
Jun 26, 2026 · Cortex-X925
Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
Global Score
67 vs 87
Hardware Fit
67 vs 100
Quality Score
67 vs 82
Hardware
codestral:22b Ling-3.0-tiny-IQ4_…
MachineNVIDIA NVIDIA_DGX_SparkASUSTeK COMPUTER INC. GL702VMK
CPUCortex-X925Intel Core™ i7-7700HQ
Cores208
RAM122 GB16 GB
GPUDevice 2e12NVIDIA GeForce GTX 1060
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modeperformancebalanced
Performance
codestral:22b Ling-3.0-tiny-IQ4_…
Tokens/sec17.224.7
First chunk129 ms283 ms
TTFT129 ms283 ms
Load time11.6 s45.8 s
Memory usage18.9 GB4.3 GB
Memory %16%27%
HW Fit Score Breakdown
codestral:22b
Speed
17/50
TTFT
20/20
Memory
30/30
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
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
Ling-3.0-tiny-IQ4_XS:la…
Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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