H Company released Holo4, a new series of generalist computer-use agent models in two sizes.
Why it matters: The post gives the two model sizes, the interfaces they cover and the OSWorld 2.0 numbers, so readers can weigh a cheaper open-weight computer-use agent against closed frontier models.
Anthropic released Claude Opus 5.5, which it estimates costs about 40% less to run than Opus 5 for typical token-billed workloads. Input and output token prices were cut 20% and cached token reads 60%, and the company says Opus 5.5 generates output more than 30% faster than Opus 5. Anthropic also published Claude Code usage data from March to September 2026 showing context per request grew 2.6x, Claude works 3.3x longer per prompt with over 40% more model calls, and cache-missing input fell by more than 50%.
Why it matters: The post pairs Claude Code usage data with the pricing and cache mechanics behind Opus 5.5, useful for judging cost on long coding sessions.