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codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

Global Score
76 vs 73
Hardware Fit
91 vs 93
Quality Score
69 vs 65

Hardware

codestral:latest lfm2.5:latest
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4LENOVO 20L7CTO1WW
CPUIntel Core™ i5-14400FIntel Core™ i5-8350U
Cores168
RAM32 GB23 GB
GPUNVIDIA GeForce RTX 5060 TiKaby Lake-R GT2 [UHD Graphics 620]
OSMicrosoft Windows 11 Professionnel 10.0.26200Fedora Linux 44
Archx64x64
Power Modebalancedperformance

Performance

codestral:latest lfm2.5:latest
Tokens/sec27.418.3
First chunk86 ms981 ms
TTFT86 ms981 ms
Load time7.2 s8.0 s
Memory usage12.6 GB4.9 GB
Memory %40%21%

HW Fit Score Breakdown

codestral:latest

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

lfm2.5:latest

Speed
43/50
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

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate 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