{"slug":"arkose-labs","name":"Arkose Labs","domain":null,"verdict":"As of 2026-07-20, ChatGPT, Claude, Gemini, Grok collectively rank Arkose Labs #7 of 7 for bot detection and mitigation platform. Source: https://modelsagree.com/product/arkose-labs (modelsagree.com, CC BY 4.0).","best_rank":7,"categories":1,"entries":[{"slug":"best-bot-detection-and-mitigation-platform","title":"Best bot detection and mitigation platform","rank":7,"of":7,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Combines adaptive telemetry with targeted step-up challenges (Arkose Matchkey) to financially disincentivize targeted attacks against high-value endpoints like login and account creation. Assumes organization faces persistent, highly customized human-driven or hybrid bot attacks.","reasons":[{"model":"Gemini","reason":"Combines adaptive telemetry with targeted step-up challenges (Arkose Matchkey) to financially disincentivize targeted attacks against high-value endpoints like login and account creation. Assumes organization faces persistent, highly customized human-driven or hybrid bot attacks."}],"fixes":[{"model":"Gemini","fix":"Step-up challenge workflows can introduce UX friction for borderline legitimate user traffic."}],"updated":"2026-07-20","rank_history":{"days":["2026-07-19","2026-07-20"],"ranks":[7,null]},"api":"https://modelsagree.com/api/v1/best/best-bot-detection-and-mitigation-platform.json"}],"page":"https://modelsagree.com/product/arkose-labs","check":"https://modelsagree.com/check?q=Arkose%20Labs","updated":"2026-07-21T04:28:25.186Z","attribution":"modelsagree.com, CC BY 4.0"}