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CentML

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A platform to make Machine Learning Training Affordable, offering significant savings on training costs for ML models

Toronto, CanadaFounded 2022AI
Valuation $100–250M Last recorded · 2023
Headcount <100 Current team size
Total funding $10–50M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for CentML and the history behind them.

About CentML

CentML is a technology company that specializes in optimizing the performance of AI models, particularly for businesses that rely on large-scale deep learning systems. The company serves a diverse range of clients, including those in the financial sector, conversational AI, and generative AI. CentML operates in the AI optimization market, focusing on enhancing model inference speed and throughput while reducing operational costs. The business model revolves around providing API as a Service, leveraging partnerships with major tech companies like NVIDIA and Microsoft to deliver superior performance improvements. CentML generates revenue through subscription fees and service contracts, offering significant cost savings and efficiency gains for its clients. Key achievements include up to 65x performance boosts and substantial monthly savings for clients, making it a valuable partner for companies looking to optimize their AI operations.

Source: Dealroom company data

At a glance

Status
Acquired
Founded
2022
Headquarters
Toronto, Canada
Employees
9
Open positions
None listed
Dealroom signal
60.0/100
Industry
Enterprise Software
Sector
AI, Core AI, Spinout, MLops, AI Model Training and Development, AI Model Deployment and Monitoring, DT and LS
Technology
Artificial Intelligence, Deep Tech, Machine Learning
Business model
SaaS
Client focus
b2b

Funding history

4 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
ACQUISITION✓Exit Jun 2025 $0 — Nvidia ↗
SEED✓Equity / VC Sep 2023 $27M $109M Thomson Reuters Ventures · Misha Bilenko · Nvidia · Radical Ventures ↗
Showing the latest 2 of 4 recorded eventsBook a demo for the full funding history →

Growth signals

CentML website traffic

Latest recorded traffic for CentML is 5.5K monthly website visits, up 292.9% over the last three months. CentML's team declined 30.8% over the past year.

Latest monthly visits5.5K 3-month web change+292.9% 1-year team growth-30.8%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

8 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed5 investors entered at this stage

  • Radical Ventures
  • Gradient Ventures
  • Thomson Reuters Ventures
  • Misha Bilenko
  • Nvidia

Other known investors3 additional known investors

  • University of Toronto
  • AAL VC
  • Deloitte
Team profiled 9 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 2 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
2 countries with
team presence
🇨🇦 Canada50%
🇺🇸 United States50%
2 countries shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about CentML on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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