Back to leaderboard

codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
76 vs 81
Hardware Fit
91 vs 64
Quality Score
69 vs 88

Hardware

codestral:latest llama4:scout
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4NVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-14400FCortex-X925
Cores1620
RAM32 GB122 GB
GPUNVIDIA GeForce RTX 5060 TiDevice 2e12
OSMicrosoft Windows 11 Professionnel 10.0.26200Ubuntu 24.04.5 LTS
Archx64arm64
Power Modebalancedperformance

Performance

codestral:latest llama4:scout
Tokens/sec27.419.6
First chunk86 ms677 ms
TTFT86 ms677 ms
Load time7.2 s13.1 s
Memory usage12.6 GB63.4 GB
Memory %40%52%

HW Fit Score Breakdown

codestral:latest

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

llama4:scout

Speed
20/50
TTFT
20/20
Memory
24/30

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

llama4:scout

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
13/15
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