Back to leaderboard

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

phi4:latest

OLLAMA GGUF

phi3 · 14.7B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
67 vs 85
Hardware Fit
67 vs 100
Quality Score
67 vs 79

Hardware

codestral:22b phi4:latest
MachineNVIDIA NVIDIA_DGX_SparkGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUCortex-X925Intel Core™ i5-14400F
Cores2016
RAM122 GB32 GB
GPUDevice 2e12NVIDIA GeForce RTX 5060 Ti
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Professionnel 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

codestral:22b phi4:latest
Tokens/sec17.238.3
First chunk129 ms72 ms
TTFT129 ms72 ms
Load time11.6 s6.2 s
Memory usage18.9 GB9.1 GB
Memory %16%29%

HW Fit Score Breakdown

codestral:22b

Speed
17/50
TTFT
20/20
Memory
30/30

phi4:latest

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

phi4:latest

Reasoning
18/20
Coding
19/20
Instruction
12/20
Structured
13/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

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