Back to leaderboard

codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

Qwen3-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

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

Global Score
76 vs 82
Hardware Fit
91 vs 59
Quality Score
69 vs 92

Hardware

codestral:latest Qwen3-80B:80B
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 Qwen3-80B:80B
Tokens/sec27.419.3
First chunk86 ms798 ms
TTFT86 ms798 ms
Load time7.2 s38.9 s
Memory usage12.6 GB46.9 GB
Memory %40%74%

HW Fit Score Breakdown

codestral:latest

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

Qwen3-80B:80B

Speed
26/50
TTFT
20/20
Memory
13/30

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

Qwen3-80B:80B

Reasoning
18/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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