{"id":"grok-4-6","slug":"grok-4-6","name":"Grok 4.6","orgId":"xai","family":"grok-4-6","releaseDate":"2026-08-12","availability":"ga","openWeights":false,"license":"Proprietary","paramsTotal":null,"contextWindow":500000,"knowledgeCutoff":null,"modelCardUrl":"https://huggingface.co/datasets/lmarena-ai/leaderboard-dataset","hfRepo":null,"modalities":["text","image","file"],"aliases":["grok-4.6-high","Grok 4.6","grok-4.6_xhigh","grok-4.6_high","grok-4.6_medium","grok-4.6_low","Grok 4.6 high","x-ai/grok-4.6","SpaceXAI: Grok 4.6"],"aliasNote":null,"organization":{"id":"xai","name":"xAI","slug":"xai","country":null,"url":null,"color":"#111111","mark":"x"},"price":{"modelId":"grok-4-6","provider":"x-ai","inputPerM":null,"outputPerM":null,"blendedPerM":3,"tokensPerS":null,"observedAt":"2026-10-13","sourceId":"openrouter"},"answer":{"word":"No.","scope":"Best recorded rank is #8 in Coding › Web dev.","lead":"As of Oct 14, 2026, Grok 4.6 from xAI. Best recorded rank is #8 in Coding › Web dev. Last listed at #8 in Coding › Web dev on 2026-09-08.","confidence":"low"},"verdicts":[{"id":"v_overall_reasoning_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"reasoning","category_name":"Reasoning","slice":"overall","state":"NOT_SOTA","rank":11,"margin":null,"confidence":"low","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Last listed at #11 in Reasoning on 2026-08-12.","safeguard_flags":["off_board"],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #11"},{"id":"v_overall_science_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"science","category_name":"Science","slice":"overall","state":"NOT_SOTA","rank":11,"margin":null,"confidence":"low","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Last listed at #11 in Science on 2026-08-12. That board does not award a crown.","safeguard_flags":["off_board"],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #11"},{"id":"v_overall_coding_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"coding","category_name":"Coding","slice":"overall","state":"NOT_SOTA","rank":16,"margin":68.18181818181819,"confidence":"medium","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Ranked #16 in Coding.","safeguard_flags":[],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #16"},{"id":"v_pareto_coding_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"coding","category_name":"Coding","slice":"pareto","state":"NOT_SOTA","rank":16,"margin":68.18181818181819,"confidence":"medium","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Not on the Coding cost-quality frontier.","safeguard_flags":[],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #16"},{"id":"v_overall_coding-agentic_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"coding-agentic","category_name":"Coding › Agentic","slice":"overall","state":"NOT_SOTA","rank":16,"margin":68.18181818181819,"confidence":"medium","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Ranked #16 in Coding › Agentic.","safeguard_flags":[],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #16"},{"id":"v_pareto_coding-agentic_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"coding-agentic","category_name":"Coding › Agentic","slice":"pareto","state":"NOT_SOTA","rank":16,"margin":68.18181818181819,"confidence":"medium","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Not on the Coding › Agentic cost-quality frontier.","safeguard_flags":[],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #16"},{"id":"v_overall_coding-web-dev_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"coding-web-dev","category_name":"Coding › Web dev","slice":"overall","state":"NOT_SOTA","rank":8,"margin":null,"confidence":"low","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Last listed at #8 in Coding › Web dev on 2026-09-08.","safeguard_flags":["off_board"],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #8"},{"id":"v_overall_vision_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"vision","category_name":"Vision","slice":"overall","state":"NOT_SOTA","rank":22,"margin":61.76470588235294,"confidence":"medium","valid_from":"2026-10-14","valid_to":null,"configuration":"xhigh","rationale":"Ranked #22 in Vision.","safeguard_flags":[],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #22"},{"id":"v_pareto_vision_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"vision","category_name":"Vision","slice":"pareto","state":"NOT_SOTA","rank":22,"margin":61.76470588235294,"confidence":"medium","valid_from":"2026-10-14","valid_to":null,"configuration":"xhigh","rationale":"Not on the Vision cost-quality frontier.","safeguard_flags":[],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #22"},{"id":"v_overall_factuality_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"factuality","category_name":"Factuality","slice":"overall","state":"NOT_SOTA","rank":28,"margin":null,"confidence":"low","valid_from":"2026-10-14","valid_to":null,"configuration":"high","rationale":"Last listed at #28 in Factuality on 2026-08-12.","safeguard_flags":["off_board"],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #28"},{"id":"v_overall_arc_grok-4-6_2026-10-14_open_NOT_SOTA","model":"grok-4-6","model_name":"Grok 4.6","category":"arc","category_name":"Abstraction (ARC)","slice":"overall","state":"NOT_SOTA","rank":30,"margin":null,"confidence":"low","valid_from":"2026-10-14","valid_to":null,"configuration":"medium","rationale":"Last listed at #30 in Abstraction (ARC) on 2026-08-12. That board does not award a crown.","safeguard_flags":["off_board"],"co_sota_with":[],"challengers":[],"methodology":"1.0","label":"Not SOTA · #30"}]}