google/gemma-4-e4b
LM-STUDIO GGUFgemma4 · 7.9B · Q4_K_M
Sep 20, 2026 · AMD Ryzen 9 8940HX
winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
Global Score
83 vs 77
Hardware Fit
96 vs 38
Quality Score
78 vs 93
Hardware
google/gemma-4-e4b winnow-12b
MachineASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PHGMKtec EVO-X3
CPUAMD Ryzen 9 8940HXAMD RYZEN AI MAX+ 395
Cores3232
RAM15 GB120 GB
GPUNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610MAMD Radeon(TM) 8060S Graphics
OSMicrosoft Windows 11 Home Single Language 10.0.26200Microsoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modebalancedbalanced
Performance
google/gemma-4-e4b winnow-12b
Tokens/sec35.912.9
First chunk9 ms19 ms
TTFT182 ms9.7 s
Load timeN/A86.2 s
Memory usage6.5 GB51.3 GB
Memory %43%43%
HW Fit Score Breakdown
google/gemma-4-e4b
Speed
49/50
TTFT
20/20
Memory
27/30
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
Quality
google/gemma-4-e4b
Reasoning
14/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
winnow-12b
Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
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