Back to leaderboard

codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Not Rec.

Aug 19, 2026 · Intel Core™ Ultra X7 358H

Global Score
76 vs 67
Hardware Fit
91 vs 21
Quality Score
69 vs 87

Hardware

codestral:latest GPT-120B:120b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4GMKtec NucBox EVO-T2S
CPUIntel Core™ i5-14400FIntel Core™ Ultra X7 358H
Cores1616
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 5060 TiIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

codestral:latest GPT-120B:120b
Tokens/sec27.411.8
First chunk86 ms4674 ms
TTFT86 ms9.3 s
Load time7.2 s77.6 s
Memory usage12.6 GB61.0 GB
Memory %40%96%

HW Fit Score Breakdown

codestral:latest

Speed
43/50
TTFT
20/20
Memory
28/30

GPT-120B:120b

Speed
15/50
TTFT
4/20
Memory
2/30

Quality

codestral:latest

Reasoning
11/20
Coding
17/20
Instruction
11/20
Structured
13/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

GPT-120B:120b

Reasoning
18/20
Coding
18/20
Instruction
12/20
Structured
14/15
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest