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codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
76 vs 81
Hardware Fit
91 vs 100
Quality Score
69 vs 73

Hardware

codestral:latest llama3.1:8b
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4Gigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUIntel Core™ i5-14400FIntel Core™ i5-14400F
Cores1616
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

codestral:latest llama3.1:8b
Tokens/sec27.470.2
First chunk86 ms58 ms
TTFT86 ms58 ms
Load time7.2 s4.1 s
Memory usage12.6 GB4.9 GB
Memory %40%15%

HW Fit Score Breakdown

codestral:latest

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

llama3.1:8b

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

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

llama3.1:8b

Reasoning
12/20
Coding
18/20
Instruction
15/20
Structured
13/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong 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