Grok 4.7 packs 2.1 trillion parameters, up 40% from Grok 4.6's 1.5 trillion, with a 500K token context window and low-to-xhigh reasoning levels. It scores 56 on the Artificial Analysis Coding Agent Index (up from 47) and ranks second to Claude Fable 5.1 on GDPval and AA-Briefcase.
DeepSeek-V4.1-Flash packs a 552B backbone with native image and text input and up to a 1M-token context window. It debuts at $0.003/1M off-peak cached-input tokens, with one benchmark showing 98% of GPT-6 Astra's score at 1.4% of the cost.
OpenAI disrupted a coordinated distillation campaign that spiked to 16,000 extraction attempts from over 4,000 users on July 24-25, 2026, with related prompt-pattern activity across 15,000+ users. OpenAI says operators manipulated model interactions rather than breaking encryption, and banned the accounts.