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codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

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

Hardware

codestral:latest llama-3.1-8b-instr…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4ASUS
CPUIntel Core™ i5-14400FAMD Ryzen 5 5500
Cores1612
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 5060 TiNavi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Professionnel 10.0.26200Nobara Linux 43
Archx64x64
Power Modebalancedperformance

Performance

codestral:latest llama-3.1-8b-instr…
Tokens/sec27.435.6
First chunk86 ms52 ms
TTFT86 ms256 ms
Load time7.2 sN/A
Memory usage12.6 GB8.6 GB
Memory %40%28%

HW Fit Score Breakdown

codestral:latest

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

llama-3.1-8b-instruct

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

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View codestral:latest details | View llama-3.1-8b-instr… details

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