← Back to digest
Top Highlights

GPT-6.1 Sol approaches Astra at one-fifth of the token price

What's this about?

GPT-6.1 Sol is OpenAI's lower-cost workhorse for coding, computer use and professional documents. It costs $2 per million input tokens, $0.10 for cached input and $10 for output.

What exactly is cached input?

Agents repeatedly resend the same code, instructions and history. A provider can reuse earlier computation for that repeated prefix and charge less—like keeping reference books open instead of fetching them again.

What's the community saying?

17,640 likes on the launch; focused search found independent tests with more than 1,000 likes.
  1. Early users reported near-Astra bug-fixing results at much lower cost, though samples were small.
  2. Benchmark disagreement showed that harness choice can materially change model rankings.
  3. Some users preferred Sol to the more visible Dots launch because economics directly affect everyday agent use.
← OpenAI launches Dots, always-on agents with cloud computersConversational AI services expose a new tracking surface →