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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

mistralai/ministral-3-3b

LM-STUDIO GGUF

mistral3 · 3B · Q4_K_M

Good

Oct 31, 2026 · AMD RYZEN AI MAX+ 395

Global Score
96 vs 75
Hardware Fit
94 vs 90
Quality Score
97 vs 68

Hardware

swift-1.5-iq2_xs mistralai/ministra…
MachineGigabyte Technology Co., Ltd. B550M AORUS PROGMKtec EVO-X3
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD RYZEN AI MAX+ 395
Cores1232
RAM47 GB120 GB
GPUAD106 [GeForce RTX 4060 Ti]AMD Radeon(TM) 8060S Graphics
OSArch LinuxMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs mistralai/ministra…
Tokens/sec60.049.1
First chunk2 ms17 ms
TTFT2.6 s677 ms
Load timeN/A7.7 s
Memory usage0.9 GB48.1 GB
Memory %2%40%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

mistralai/ministral-3-3b

Speed
45/50
TTFT
18/20
Memory
27/30

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

mistralai/ministral-3-3b

Reasoning
10/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Poor 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