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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

glm-4.7-flash:bf16

OLLAMA GGUF

deepseek2 · 29.9B · F16

Good

Jun 26, 2026 · Cortex-X925

Global Score
96 vs 76
Hardware Fit
94 vs 73
Quality Score
97 vs 77

Hardware

swift-1.5-iq2_xs glm-4.7-flash:bf16
MachineGigabyte Technology Co., Ltd. B550M AORUS PRONVIDIA NVIDIA_DGX_Spark
CPUAMD Ryzen 5 5600X 6-Core ProcessorCortex-X925
Cores1220
RAM47 GB122 GB
GPUAD106 [GeForce RTX 4060 Ti]Device 2e12
OSArch LinuxUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

swift-1.5-iq2_xs glm-4.7-flash:bf16
Tokens/sec60.025.8
First chunk2 ms605 ms
TTFT2.6 s605 ms
Load timeN/A44.2 s
Memory usage0.9 GB57.0 GB
Memory %2%47%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

glm-4.7-flash:bf16

Speed
27/50
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

glm-4.7-flash:bf16

Reasoning
13/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate 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