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ResearchFormerly WizWand

Insight Generation on Internal document collections non-scientific domain

4.46Insight Level ScoreINSIGHTGEN
1.58962.33483.083.8252Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.044.46
INSIGHTGENTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.044.38
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.043.68
FAISSTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.67
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.043.67
FAISS+COTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.58
GPT+COTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.53
Direct GPTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.38
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.043.34
INSIGHTGENTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.043.27
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.043.11
FAISSTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.68
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.042.45
Direct GPTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.4
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.042.39
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.042.38
FAISS+COTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.37
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.042.37
GPT+COTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.34
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.041.7