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ResearchFormerly WizWand

Insight Generation on Internal document collections (non-scientific domain) - Climate Change Awareness

4.72Insight ScoreINSIGHTGEN
1.01761.97882.943.9012Apr 21, 2026
Updated 6mo ago

Evaluation results

MethodLinks
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.044.72——
INSIGHTGENTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.044.64——
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.044.16——
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.043.92——
INSIGHTGENTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.043.77——
Direct GPTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.64——
FAISSTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.59——
INSIGHTGENTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.043.53——
FAISS+COTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.42——
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.043.42——
GPT+COTTarget Model=GPT-4o, Evaluator=Gemini-2.5-Flash2026.043.41——
GPT+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.042.81——
FAISS+COTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.042.69——
Direct GPTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.66——
FAISSTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.61——
FAISS+COTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.53——
GPT+COTTarget Model=GPT-4o, Evaluator=Claude-4-Sonnet2026.042.39——
Direct GPTTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.042.33——
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator=Gemini-2.5-Flash2026.041.47——
FAISSTarget Model=Claude-3.5-Sonnet, Evaluator=Claude-4-Sonnet2026.041.16——
Direct GPTBase Model=GPT-4o2026.04—3.52.67
Direct GPTBase Model=Claude-3.5-Sonnet2026.04—2.612.06
FAISSBase Model=GPT-4o2026.04—3.172.61
FAISSBase Model=Claude-3.5-Sonnet2026.04—1.281.28
FAISS+CoTBase Model=GPT-4o2026.04—3.222.22
FAISS+CoTBase Model=Claude-3.5-Sonnet2026.04—3.942.67
GPT+CoTBase Model=GPT-4o2026.04—2.782.33
GPT+CoTBase Model=Claude-3.5-Sonnet2026.04—4.113
INSIGHTGENBase Model=GPT-4o2026.04—4.783.78
INSIGHTGENBase Model=Claude-3.5-Sonnet2026.04—4.613.78