How Magicare.ai uses Baseten
33%
“33% reduction in cost”
As published on baseten.co, October 2026. Checked by usedby on Oct 12, 2026.
What happened
Magicare runs an agentic pipeline on Baseten, using a hybrid of a dedicated deployment and Model APIs, to parse long patient referral packets and generate admission recommendations for skilled nursing facilities. The workload involves bursty, high-volume parallel requests that need low latency and high reliability.
Summary written by usedby from the source page, in English. The figures are those of Baseten and Magicare.ai, not ours.
- 60M“60M TPM of traffic handled”
- 2 days“2 days saved on average for every rate limit request”
Moving from prepaid rate limits to usage-based pricing reduced costs while eliminating the days-long delays that stalled production.
What I really care about is latency, reliability, and knowing that my account will not arbitrarily get blocked if we go over some rate limit. I need confidence we can scale without intervention.
What the story claims, and what we checked
What we compared with the page.
- The figure: 33%CheckedPrinted word for word on the page, near the name of Magicare.ai.
- The passage quoted aboveCheckedCopied word for word from the page, near the name of Magicare.ai.
- The publication dateCheckedRead from the page’s own metadata, never guessed.
- Magicare.ai uses BasetenCheckedConfirmed line.
- The result itselfNot checkedWe quote it; we did not measure it.
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