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ResearchFormerly WizWand

Autonomous Agentic Data Engineering on Autonomous Agentic Data Engineering Average

3.7MATSDeepSeek-V3.1
0.8921.6212.353.079May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DeepSeek-V3.1Agent Mode=Iterative Agent, Data Initialization Setting=From Scratch2026.053.736.76
DeepSeek-R1Agent Mode=Iterative Agent, Data Initialization Setting=With Seed2026.052.854.59
Claude-4-SonnetAgent Mode=Iterative Agent, Data Initialization Setting=With Seed2026.052.6773.26
DeepSeek-V3.1Agent Mode=One-Shot, Data Initialization Setting=From Scratch2026.052.512.5
DeepSeek-R1Agent Mode=Iterative Agent, Data Initialization Setting=From Scratch2026.052.4425.16
Claude-4-SonnetAgent Mode=Iterative Agent, Data Initialization Setting=From Scratch2026.052.2340.44
DeepSeek-R1Agent Mode=One-Shot, Data Initialization Setting=From Scratch2026.052.1715.32
Claude-4-SonnetAgent Mode=One-Shot, Data Initialization Setting=From Scratch2026.052.1721.05
GPT-5.2Agent Mode=Iterative Agent, Data Initialization Setting=With Seed2026.052.1456.01
Qwen3-MaxAgent Mode=One-Shot, Data Initialization Setting=From Scratch2026.05233.24
DeepSeek-V3.1Agent Mode=One-Shot, Data Initialization Setting=With Seed2026.05243.95
Qwen3-MaxAgent Mode=Iterative Agent, Data Initialization Setting=With Seed2026.051.8552.19
Qwen3-MaxAgent Mode=One-Shot, Data Initialization Setting=With Seed2026.051.8347.17
Claude-4-SonnetAgent Mode=One-Shot, Data Initialization Setting=With Seed2026.051.8351.63
Gemini-2.5-ProAgent Mode=Iterative Agent, Data Initialization Setting=With Seed2026.051.7849.5
GPT-5.2Agent Mode=One-Shot, Data Initialization Setting=From Scratch2026.051.6740.73
Gemini-2.5-ProAgent Mode=One-Shot, Data Initialization Setting=From Scratch2026.051.6722.99
DeepSeek-R1Agent Mode=One-Shot, Data Initialization Setting=With Seed2026.051.6745.92
Qwen3-MaxAgent Mode=Iterative Agent, Data Initialization Setting=From Scratch2026.051.6144.08
GPT-5.2Agent Mode=Iterative Agent, Data Initialization Setting=From Scratch2026.051.5157.29
Gemini-2.5-ProAgent Mode=Iterative Agent, Data Initialization Setting=From Scratch2026.051.4831.03
DeepSeek-V3.1Agent Mode=Iterative Agent, Data Initialization Setting=With Seed2026.051.3457.65
GPT-5.2Agent Mode=One-Shot, Data Initialization Setting=With Seed2026.051.3341.36
Gemini-2.5-ProAgent Mode=One-Shot, Data Initialization Setting=With Seed2026.05157.97