Back to leaderboard

codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

Global Score
76 vs 62
Hardware Fit
91 vs 77
Quality Score
69 vs 55

Hardware

codestral:latest google/gemma-4-e4b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4LENOVO 82JQ
CPUIntel Core™ i5-14400FAMD Ryzen 7 5800H
Cores1616
RAM32 GB16 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 3060 Laptop GPU
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 家庭版 中文版 10.0.26100
Archx64x64
Power Modebalancedbalanced

Performance

codestral:latest google/gemma-4-e4b
Tokens/sec27.427.6
First chunk86 ms23 ms
TTFT86 ms480 ms
Load time7.2 sN/A
Memory usage12.6 GB13.2 GB
Memory %40%83%

HW Fit Score Breakdown

codestral:latest

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

google/gemma-4-e4b

Speed
48/50
TTFT
20/20
Memory
9/30

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

google/gemma-4-e4b

Reasoning
18/20
Coding
17/20
Instruction
5/20
Structured
3/15
Math
11/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Poor

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