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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
96 vs 76
Hardware Fit
94 vs 46
Quality Score
97 vs 89

Hardware

swift-1.5-iq2_xs gemma4:31b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMacBook Pro
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M4 Max
Cores1216
RAM47 GB64 GB
GPUAD106 [GeForce RTX 4060 Ti]Apple M4 Max
OSArch LinuxmacOS 26.3.1
Archx64arm64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs gemma4:31b
Tokens/sec60.022.4
First chunk2 ms565 ms
TTFT2.6 s30.0 s
Load timeN/A6.9 s
Memory usage0.9 GB43.9 GB
Memory %2%69%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

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

gemma4:31b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View swift-1.5-iq2_xs details | View gemma4:31b 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