swift-1.5-iq2_xs
LM-STUDIO UNKNOWNNov 14, 2026 · AMD Ryzen 5 5600X 6-Core Processor
qwen2.5-vl:7b
OLLAMA GGUFqwen2vl · 7.6B · Q4_K_M
Nov 8, 2026 · AMD Ryzen 7 8845HS
Global Score
96 vs 84
Hardware Fit
94 vs 100
Quality Score
97 vs 77
Hardware
swift-1.5-iq2_xs qwen2.5-vl:7b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROLENOVO 83DH
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 7 8845HS
Cores1216
RAM47 GB15 GB
GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics
OSArch LinuxMicrosoft Windows 11 Home Single Language 10.0.26300
Archx64x64
Power Modelow-powerbalanced
Performance
swift-1.5-iq2_xs qwen2.5-vl:7b
Tokens/sec60.029.9
First chunk2 ms89 ms
TTFT2.6 s89 ms
Load timeN/A10.9 s
Memory usage0.9 GB4.8 GB
Memory %2%31%
HW Fit Score Breakdown
swift-1.5-iq2_xs
Speed
50/50
TTFT
14/20
Memory
30/30
qwen2.5-vl:7b
Speed
50/50
TTFT
20/20
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
qwen2.5-vl:7b
Reasoning
16/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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