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codestral:latest

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Sep 15, 2026 · Intel Core™ i5-14400F

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

Aug 19, 2026 · Intel Core™ i7-14700F

Global Score
76 vs 85
Hardware Fit
91 vs 83
Quality Score
69 vs 86

Hardware

codestral:latest Kimi-48B:48B
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUIntel Core™ i5-14400FIntel Core™ i7-14700F
Cores1628
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

codestral:latest Kimi-48B:48B
Tokens/sec27.432.8
First chunk86 ms724 ms
TTFT86 ms724 ms
Load time7.2 s20.9 s
Memory usage12.6 GB25.8 GB
Memory %40%41%

HW Fit Score Breakdown

codestral:latest

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

Kimi-48B:48B

Speed
36/50
TTFT
20/20
Memory
27/30

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

Kimi-48B:48B

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