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AI & Enterprise

Low-cost AI spread could threaten OpenAI, Anthropic IPO plans

The spread of mass-market AI models and companies’ efforts to cut costs could become an obstacle for OpenAI and Anthropic as they pursue IPOs at high valuations. Both are valued at more than $800 billion, but cost efficiency is becoming as important as performance in the enterprise AI market. Companies including Meta, Shopify, Spotify and Pinterest say higher AI and inference costs are squeezing margins.

AI & Enterprise

AI IQ project compares GPT-5.5, Gemini and Claude at a glance

A project called AI IQ has been released to compare the performance of the latest AI models with a single score. Engineer and entrepreneur Ryan Shay (Ryan Shay) said he converts multiple public benchmark results into an estimated IQ scale and averages four areas including abstract, math, programming and academic reasoning. The comparison includes models such as GPT-5.5, Claude Opus 4.7 and Gemini 3.1, and also shows trends over time and cost per IQ.

AI & Enterprise

DeepSeek V4 Pro nears GPT-5-level performance, rated best Chinese AI model

DeepSeek’s latest model, DeepSeek V4 Pro, is about 8 months behind top U.S. AI models, a U.S. government-affiliated assessment showed. The AI Standards and Innovation Center under NIST said it delivered the highest performance among Chinese AI models, scoring about 200 points above Kimi K2.5. CAISI also rated it more cost-efficient than comparable models, outperforming OpenAI’s GPT-5.4 Mini on 5 of 7 benchmarks.