- Prompt caching is on for conversations: repeated context inside a conversation bills at the cached rate, one tenth of base, per the model providers' own pricing tiers. In practice that's about 12% less on Claude chats and up to 57% less on GPT-5.6. Pricing still follows each model's official rates. Nothing to configure.
- SeeDream images: 14 credits at 2K, 10 at 1K, with wide ratios like 21:9 billed at the 1K rate. Extra reference images are billed per image, with the first few free.
- Cancel a queued generation and the credits return to the wallet they came from. A task with no response finishes and refunds within three hours.
- Resume an interrupted Agent task and only the newly completed steps are billed.
- The canvas ledger filters by date and generation type. Shared canvases settle against the canvas wallet, and the members page shows each person's net spend.
Items mentioning the Agent are currently in closed beta and rolling out gradually. Everything else is available to all users.