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ResearchFormerly WizWand

Coding on LiveCode

41.2LiveCode ScoreREAP
0.01610.70821.432.092Oct 15, 2025Nov 24, 2025Jan 3, 2026Feb 13, 2026Mar 25, 2026May 4, 2026Jun 14, 2026
Updated 4mo ago

Evaluation results

MethodLinks
REAPModel=GLM-4.5-Air, Compression=25%, Technique=Pruning2025.1041.258.5
BaselineModel=GLM-4.5-Air, Compression=Baseline2025.1037.458
EANModel=GLM-4.5-Air, Compression=25%, Technique=Pruning2025.1037.457.1
FullModel=Qwen3, Pruning Ratio=0%2026.0636.8—
HC-SMoEModel=GLM-4.5-Air, Compression=25%, Technique=Merging2025.1036.355
REAPModel=GLM-4.5-Air, Compression=50%, Technique=Pruning2025.1035.251.5
MANModel=Qwen3, Pruning Ratio=50%2026.0634.6—
FrequencyModel=GLM-4.5-Air, Compression=25%, Technique=Pruning2025.1034.155
M-SMoEModel=GLM-4.5-Air, Compression=25%, Technique=Merging2025.103352.8
EANModel=Qwen3-30B-A3B, Compression=25%, Technique=Pruning2025.1031.155.4
EANModel=Qwen3-30B-A3B, Compression=50%, Technique=Pruning2025.1030.653
REAPModel=Qwen3-30B-A3B, Compression=25%, Technique=Pruning2025.1030.455.1
BaselineModel=Qwen3-30B-A3B, Compression=Baseline2025.1030.255.8
FrequencyModel=Qwen3-30B-A3B, Compression=25%, Technique=Pruning2025.1030.255.3
REAPModel=Qwen3-30B-A3B, Compression=50%, Technique=Pruning2025.1030.254.1
M-SMoEModel=Qwen3-30B-A3B, Compression=25%, Technique=Merging2025.1029.353.7
HC-SMoEModel=Qwen3-30B-A3B, Compression=25%, Technique=Merging2025.1025.850.5
EANModel=GLM-4.5-Air, Compression=50%, Technique=Pruning2025.1025.348.7
FullModel=ERNIE, Pruning Ratio=0%2026.0624.7—
FrequencyModel=Qwen3-30B-A3B, Compression=50%, Technique=Pruning2025.1023.645.2
HC-SMoEModel=GLM-4.5-Air, Compression=50%, Technique=Merging2025.102241.9
MANModel=ERNIE, Pruning Ratio=50%2026.0621.4—
M-SMoEModel=Qwen3-30B-A3B, Compression=50%, Technique=Merging2025.1020.539.7
HC-SMoEModel=Qwen3-30B-A3B, Compression=50%, Technique=Merging2025.1018.536.4
FrequencyModel=GLM-4.5-Air, Compression=50%, Technique=Pruning2025.1010.430.8
FullModel=DeepSeek, Pruning Ratio=0%2026.0610.4—
M-SMoEModel=GLM-4.5-Air, Compression=50%, Technique=Merging2025.109.928.4
REAPModel=DeepSeek, Pruning Ratio=25%2026.068.8—
MANModel=DeepSeek, Pruning Ratio=25%2026.067.7—
FullModel=OLMoE, Pruning Ratio=0%2026.063.3—
MANModel=OLMoE, Pruning Ratio=25%2026.061.6—