Parasail

Updated Oct 8, 2026
1%
0% YoY
#13

Summary

  • Parasail ranks #13 within the Model Serving & Inference category, maintaining its position month-over-month.
  • As of October 2026, < 1% of organizations who have a vendor in the Model Serving & Inference category use Parasail: up < 1 percentage points from last year.
  • Parasail has the highest adoption among mid-market companies (1%), compared to enterprise (< 1%), small-to-medium businesses (< 1%), and micro-SMB (< 1%).

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Key stats

1%
0% YoY
Mid-Market, 61%
1%
#18
#14

Adoption Rates by company size

Company sizeAdoption rate
SMB1%
Mid-market1%
Enterprise0%

About Parasail

Parasail provides serverless and dedicated model inference.

About this data

These insights come from Ramp’s procurement and renewal data, built on real-world transactions observed across our platform. Figures represent aggregated observations from Ramp Procurement and Renewals activity.

DateNew adopter shareCompetitor switch rateDominant FTE segmentAdoption rate (Enterprise)Adoption rate (Mid-Market)Adoption rate (SMB)
Sep 2026—1%Mid-Market, 61%0%1%1%
Aug 20260%1%Mid-Market, 70%0%1%1%
Jul 2026—1%Mid-Market, 67%0%1%1%
Jun 20261%0%Mid-Market, 65%0%1%1%
May 2026—1%SMB, 52%0%1%0%
Apr 20261%1%SMB, 52%0%0%0%
Mar 2026—1%SMB, 100%0%0%1%
Feb 2026—1%SMB, 100%0%0%1%
Jan 2026—1%SMB, 100%0%0%1%
Dec 2025—1%SMB, 100%0%0%1%
Nov 2025—1%SMB, 100%0%0%1%
Oct 2025—1%SMB, 100%0%0%0%
Sep 2025—1%SMB, 100%0%0%1%
Aug 2025—1%SMB, 100%0%0%1%
Jul 2025—1%SMB, 100%0%0%0%
Jun 2025—1%SMB, 100%0%0%1%
May 2025—2%SMB, 100%0%0%1%
Apr 2025—1%SMB, 100%0%0%0%

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