๐—•.๐—”๐—œ ๐—œ๐˜€ ๐—œ๐—บ๐—ฝ๐—ฟ๐—ผ๐˜ƒ๐—ถ๐—ป๐—ด ๐—–๐—ฟ๐—ฒ๐—ฑ๐—ถ๐˜๐˜€ ๐—ง๐—ฟ๐—ฎ๐—ป๐˜€๐—ฝ๐—ฎ๐—ฟ๐—ฒ๐—ป๐—ฐ๐˜† ๐—”๐—ป๐—ฑ ๐—จ๐˜€๐—ฒ๐—ฟ ๐—–๐—ผ๐—ป๐—ณ๐—ถ๐—ฑ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ง๐—ต๐—ฟ๐—ผ๐˜‚๐—ด๐—ต ๐—” ๐—ก๐—ฒ๐˜„ ๐—›๐—ถ๐˜€๐˜๐—ผ๐—ฟ๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฅ๐—ฒ๐—ฐ๐—ผ๐—ป๐—ฐ๐—ถ๐—น๐—ถ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—จ๐—ฝ๐—ฑ๐—ฎ๐˜๐—ฒ.


Transparency is becoming one of the most important foundations for scalable AI infrastructure.
As AI platforms continue growing, users increasingly expect:
โ€ข accurate billing visibility
โ€ข consistent usage tracking
โ€ข clearer cost breakdowns
โ€ข transparent platform accounting
has now completed a full review of historical Credits usage records to further improve that experience.
๐—ช๐—›๐—”๐—ง ๐—ช๐—”๐—ฆ ๐—จ๐—ฃ๐——๐—”๐—ง๐—˜๐——
During the review process, the team identified that some earlier frontend usage displays did not fully reflect all Credits cost components, particularly certain cache-related charges.
As a result, some users mainly saw:
โ†’ input token usage
โ†’ output token usage
without complete visibility into the full Credits consumption structure.
The historical reconciliation process has now fully corrected those discrepancies.
๐—”๐—™๐—™๐—˜๐—–๐—ง๐—˜๐—— ๐—จ๐—ฆ๐—˜๐—ฅ๐—ฆ ๐—ช๐—œ๐—Ÿ๐—Ÿ ๐—ฅ๐—˜๐—–๐—˜๐—œ๐—ฉ๐—˜ ๐—–๐—ข๐— ๐—ฃ๐—˜๐—ก๐—ฆ๐—”๐—ง๐—œ๐—ข๐—ก
To improve the overall user experience, will automatically distribute Credits compensation to affected accounts under a more user-friendly adjustment policy.
Coverage period:
May 1, 2026 00:00 โ†’ May 3, 2026 03:00 (SGT)
No application is required.
Users only need to check their account balances for updates.
Compensation Credits will remain valid for:
โ†’ 30 days from distribution date
๐—ช๐—›๐—ฌ ๐—ง๐—›๐—œ๐—ฆ ๐— ๐—”๐—ง๐—ง๐—˜๐—ฅ๐—ฆ
As AI ecosystems scale toward:
โ€ข autonomous agents
โ€ข production-grade AI workflows
โ€ข large-scale API infrastructure
โ€ข enterprise AI deployment
billing transparency becomes increasingly important.
Clear visibility into usage costs helps:
โ†’ improve user trust
โ†’ strengthen platform reliability
โ†’ simplify operational planning
โ†’ support long-term ecosystem growth
The update reflects โ€™s broader focus on building infrastructure that is not only scalable, but also operationally transparent and user-friendly.
And as AI adoption accelerates globally, that level of transparency will likely become a major competitive advantage for infrastructure platforms over time.
@BAI_AGI @justinsuntron
#TRONEcoStar
AGI0.32%
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