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How OpenEvidence uses Baseten

23x

faster model training

As published on baseten.co, February 2026. Checked by usedby on Oct 10, 2026.

What happened

OpenEvidence, a medical search platform, uses Baseten Training to train its custom, domain-specific open-source models. Its machine learning team runs many training jobs in parallel on on-demand GPUs to test different hyperparameter settings and then deploys the models to production inference.

Summary written by usedby from the source page, in English. The figures are those of Baseten and OpenEvidence, not ours.

  • 30 minutes“even non-ML engineers could get results in under 30 minutes”

“Baseten helped us train models to be 23x faster and is projected to save us $1.9M—while making the process so easy that even non-ML engineers could get results in under 30 minutes.”

From the page. baseten.co

Baseten helped us train models to be 23x faster and is projected to save us $1.9M—while making the process so easy that even non-ML engineers could get results in under 30 minutes.

Eric Lehman, PhD, HEAD OF CLINICAL NLP, OpenEvidence. Source

Our team spent weeks researching and vetting inference providers. It was a thorough process and we confidently believe Baseten is a clear winner.

Eric Lehman, Head of Clinical NLP, OpenEvidence. Source, captured Oct 5, 2026

What the story claims, and what we checked

What we compared with the page.

  • The figure: 23xCheckedThe figure is on the page; its label is our wording.
  • The passage quoted aboveCheckedCopied word for word from the page, near the name of OpenEvidence.
  • The publication dateCheckedRead from the page’s own metadata, never guessed.
  • OpenEvidence uses BasetenCheckedConfirmed line.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

< 10msSearch latency with high recallOpenEvidence uses Zilliz. Another tool at OpenEvidence30%“30% lower cost per call”you.com uses Baseten. Another customer of Baseten3x“Baseten’s throughput and latency optimizations delivered 3x savings versus the equivalent closed-source model”Parallel Web Systems uses Baseten. Another customer of Baseten