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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · 7.9B · Q4_K_M

Excellent

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

Global Score
96 vs 80
Hardware Fit
94 vs 83
Quality Score
97 vs 79

Hardware

swift-1.5-iq2_xs google/gemma-4-e4b
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 google/gemma-4-e4b
Tokens/sec60.046.5
First chunk2 ms14 ms
TTFT2.6 s1.9 s
Load timeN/A7.6 s
Memory usage0.9 GB0.0 GB
Memory %2%0%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

google/gemma-4-e4b

Speed
43/50
TTFT
10/20
Memory
30/30

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

google/gemma-4-e4b

Reasoning
14/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View swift-1.5-iq2_xs details | View google/gemma-4-e4b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest