{"slug":"pathway","name":"Pathway","domain":"pathway.com","verdict":"As of 2026-08-14, ChatGPT, Claude, Gemini, Grok collectively rank Pathway #8 of 9 for rag framework. Source: https://modelsagree.com/product/pathway (modelsagree.com, CC BY 4.0).","best_rank":8,"categories":1,"entries":[{"slug":"best-rag-framework","title":"Best RAG framework","rank":8,"of":9,"score":1,"appearances":1,"modelRanks":{"ChatGPT":5},"reason":"Unusually strong for knowledge that changes continuously, with incremental ingestion and indexing, streaming connectors, scalable dataflow, and one pipeline model for batch and live RAG.","reasons":[{"model":"ChatGPT","reason":"Unusually strong for knowledge that changes continuously, with incremental ingestion and indexing, streaming connectors, scalable dataflow, and one pipeline model for batch and live RAG."}],"fixes":[{"model":"ChatGPT","fix":"Its streaming-first architecture is unnecessary complexity for the typical static or periodically refreshed corpus."}],"updated":"2026-08-14","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-08","2026-07-09","2026-07-10","2026-07-12","2026-07-13","2026-07-14","2026-07-15","2026-08-14"],"ranks":[null,null,null,null,null,7,null,8,null,9]},"api":"https://modelsagree.com/api/v1/best/best-rag-framework.json"}],"page":"https://modelsagree.com/product/pathway","check":"https://modelsagree.com/check?q=Pathway","updated":"2026-09-09T13:07:58.066Z","attribution":"modelsagree.com, CC BY 4.0"}