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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

Nov 14, 2026 · AMD Ryzen 5 5600X 6-Core Processor

devstral:24b

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score
96 vs 80
Hardware Fit
94 vs 79
Quality Score
97 vs 80

Hardware

swift-1.5-iq2_xs devstral:24b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUAMD Ryzen 5 5600X 6-Core ProcessorIntel Core™ i5-14400F
Cores1216
RAM47 GB32 GB
GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce RTX 5060 Ti
OSArch LinuxMicrosoft Windows 11 Professionnel 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs devstral:24b
Tokens/sec60.020.2
First chunk2 ms137 ms
TTFT2.6 s137 ms
Load timeN/A9.6 s
Memory usage0.9 GB14.2 GB
Memory %2%45%

HW Fit Score Breakdown

swift-1.5-iq2_xs

Speed
50/50
TTFT
14/20
Memory
30/30

devstral:24b

Speed
33/50
TTFT
20/20
Memory
26/30

Quality

swift-1.5-iq2_xs

Reasoning
20/20
Coding
19/20
Instruction
19/20
Structured
15/15
Math
15/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

devstral:24b

Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate 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