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#Evaluations / benchmarks#Agents#Google
#Evaluations / benchmarks#Agents#Google
Big news: Gemini 4 Argon (High) by @GoogleDeepMind just landed #1 in Text Arena with 1525 pts, and #8 in Code Arena: WebDev with 1679 pts! This release has reshaped the Text Arena Pareto frontier with a blended $8/MToken! Gemini 4 Argon (High) is now the most cost efficient model, see its placement on Pareto frontier below. In the Text Arena, Gemini 4 Argon (High) ranks #1 in Coding, Hard Prompts, Instruction Following, Longer Query, and Creative Writing. It also leads every occupational domain evaluated, with additional #1 spots in English, Non-English, Chinese, and Russian. This model is +20 points above the #2 ranked Claude Opus 4.6 (High), and a huge leap from Google’s previous release, Gemini 3.8 Flash (High) at #11! In Code Arena: WebDev, Gemini 4 Argon (High) gained +96 points from Gemini 3.8 Flash (High), and went from #29 to #8. Congrats to the @GoogleDeepMind team on this impressive frontier release!
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The Stanford team launched the HomeBody project, connecting GPT-6 Astra to the Unitree G1 to enter a kitchen and execute language instructions; it can gather coffee bags, discard designated cardboard boxes, and, when medication is not in view, find the drawer from memory and retrieve the medicine to hand to a person. The system first has Astra guide the G1 to explore an unfamiliar kitchen and save camera images, LiDAR, and joint poses as spatial memory, then reconstructs a digital kitchen in Isaac Sim, after which Astra calls reusable skills such as navigation, grasping, placing, and opening drawers, with the skill modules handling specific motion planning and feeding back results. The team says deploying to a new kitchen requires no additional training data collection or training of specialized motion policies, but perception, planning, and skill execution run on a single RTX 4090 laptop, Astra makes decisions remotely, the initial reconstruction involves preparation time and API costs, and overheating of the finger servos is also one of the current limitations.
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Introducing Claude Sonnet 5.5, the second model in the Claude 5.5 family. It’s a clear upgrade over Sonnet 5, runs more than 30% faster, and costs up to 30% less for most work. https://t.co/UvXD8mDTF1
#Evaluations / benchmarks#Agents#Anthropic
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