best ai agent benchmark 2026

Meta particularly emphasized Ember’s cost-per-task, using Artificial Analysis’s composite benchmark score to show Ember as cheaper and smarter than competitors like Anthropic’s Haiku and OpenAI’s Luna. Image Credits:Meta Superintelligence Labs At 10 cents per million input tokens, Ember is significantly cheaper than frontier competitors like Haiku and Luna. Not only that, it’s cost-competitive with open source competitors like DeepSeek V4.1 Flash and GLM 5

Why a new report on Anthropic automating AI development is alarming researchersAI is dramatically speeding up Anthropic’s research, even as the company calls for slowing down AI development.AI is dramatically speeding up Anthropic’s research, even as the company calls for slowing down AI development.Anthropic CEO Dario Amodei. Photo: Jason Henry/Bloomberg via Getty Images is a London-based reporter at The Verge covering all things AI and a Senior Tarbell F

One codebase can run on all chips. Author | Wu Haiming Editors |Li Na, Cen Feng 01The Evolution of Grok Bot:From “Chatbox” to “Cloud Computer”Musk recently added new capabilities to Grok Bot. (Leiphone(official account: Leiphone))On October 7, he said on X that Grok Bot would integrate with top-tier third-party models such as Claude Opus 5.5, Midjourney, and Suno; and more recently, it has undergone a fundamental paradigm shift:The main bot will identify w