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spark-x2.5-4b

LM-STUDIO GGUF

spark2_5 · 4B · Q4_K_M

Good

Sep 30, 2026 · AMD Ryzen 7 4800H

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
77 vs 66
Hardware Fit
90 vs 63
Quality Score
71 vs 67

Hardware

spark-x2.5-4b deepseek-r1:7b
MachineASUSTeK COMPUTER INC. ROG Strix G513IM_G513IMGigabyte Technology Co., Ltd. H170M-D3H
CPUAMD Ryzen 7 4800HIntel Core™ i5-6500
Cores164
RAM15 GB16 GB
GPUAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 3060 Laptop GPUGP104 [GeForce GTX 1070]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

spark-x2.5-4b deepseek-r1:7b
Tokens/sec48.935.6
First chunk20 ms224 ms
TTFT168 ms7.5 s
Load timeN/A7.7 s
Memory usage9.4 GB4.6 GB
Memory %61%29%

HW Fit Score Breakdown

spark-x2.5-4b

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

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

Quality

spark-x2.5-4b

Reasoning
13/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

deepseek-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong
View spark-x2.5-4b details | View deepseek-r1:7b details

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