Software and IT services, ranked and explained

Nace AI's decision model, about 9B parameters: takes a state as text or JSON plus typed questions and returns a probability for each option, not free text. Open weights under a modified Open RAIL-M licence.

Managed cloud for AI agents, each running in its own persistent micro-VM that sleeps when idle; also Linux, Windows and Android computers. Free for 3 machines, paid plans from $20 a month.

Checks a website's HTTP, SSL, DNS, email authentication, blacklist status and security headers, with daily monitoring and uptime alerts; free for one domain, paid plans from $5 a month.

Tencent Youtu Lab's 5B parsing model, released 9 October 2026: turns documents, charts, audio and video into one structured JSON output. Open weights under a custom licence that excludes use within the European Union.

Mistral AI's streaming speech-to-text model for Arabic dialects and Modern Standard Arabic, with open Apache 2.0 weights; about 4.4B parameters, built for live transcription with a configurable delay.

Cloudflare's multimodal decision model, released 9 October 2026 under Apache 2.0: takes text, images, audio and video and returns a score for each allowed answer instead of free text. 30B mixture of experts with 3B active.