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ResearchFormerly WizWand

Insight Generation on Internal document collections (non-scientific domain) Finance

4.67Insight Level ScoreINSIGHTGEN
0.9261.8982.873.842Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
INSIGHTGENTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.044.67
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.044.49
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.044.39
FAISS+COTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.84
GPT+COTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.63
FAISSTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.63
Direct GPTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.59
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.043.57
INSIGHTGENTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.043.37
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.043.24
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.043.06
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.042.96
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.042.67
GPT+COTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.64
FAISS+COTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.61
FAISSTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.47
Direct GPTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.2
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.041.97
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.041.63
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.041.07