codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

phi-1_5

LM-STUDIO GGUF

phi2 · Q8_0

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

67 vs 28

Hardware Fit

67 vs 66

Quality Score

67 vs 11

Hardware

codestral:22b phi-1_5

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 phi-1_5

Tokens/sec17.26.9

First chunk129 ms3040 ms

TTFT129 ms3.0 s

Load time11.6 sN/A

Memory usage18.9 GB1.4 GB

Memory %16%9%

HW Fit Score Breakdown

codestral:22b

Speed

17/50

TTFT

20/20

Memory

30/30

phi-1_5

Speed

24/50

TTFT

16/20

Memory

26/30

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

phi-1_5

Reasoning

2/20

Coding

2/20

Instruction

3/20

Structured

0/15

Math

2/15

Multilingual

2/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

View codestral:22b details | View phi-1_5 details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest