Company lists · Data refreshed September 2026

Top 25 Model serving platforms based in the United States

RevenueBase identified 140 model serving platforms headquartered in the United States as of September 2026 and tracks 4,621 professional contacts across them, including 2,032 with verified work emails and 1,222 with mobile numbers. San Francisco is the largest hub.

This list covers model serving platforms headquartered in the United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, how directly it supports the match, and when it was last checked. Data refreshed September 5, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list HQ checked on every row Match evidence on every row Refreshed Sep 5, 2026 86% judged on-target in blind review
140Companies
4,621Contacts tracked
2,032Verified emails
1,222Mobile numbers
Unlock all 140 companies Free signup · no credit card · 500 free credits

The 25 largest model serving platforms based in the United States

Ranked by team size
Top 25 of 140 model serving platforms based in the United States, ranked by team size, largest first. Data refreshed Sep 5, 2026. Evidence rates how directly each company's own description names model serving platforms: strong (names it), partial (names part of it), indirect (matched on its full profile rather than the summary shown). Click a count to unlock that company's people.
#CompanyHeadquartersEmployeesContacts
1
DataikuPartial evidence
New York, NY, United StatesHQ checked Sep 5, 20261,001-5,0001,510

“Dataiku is the Platform for AI Success, the enterprise orchestration layer for building, deploying, and governing AI.”

Source: company website · checked Sep 5, 2026
2
AnyscaleIndirect evidence
San Francisco, CA, United StatesHQ checked Sep 5, 2026201-500766

“Anyscale enables Python developers to build and run all their AI-from data prep to training and inference-at any scale.”

Source: company website · checked Sep 5, 2026
3
Weights & BiasesPartial evidence
San Francisco, CA, United StatesHQ checked Sep 5, 2026201-500357

“Weights & Biases: the AI developer platform.”

Source: company website · checked Sep 5, 2026
4
Fireworks AIPartial evidence
San Mateo, CA, United StatesHQ checked Sep 5, 202651-200166

“Fireworks is the fastest way to build, tune, and scale AI on open models.”

Source: company website · checked Sep 5, 2026
5
Elder ResearchIndirect evidence
Charlottesville, VA, United StatesHQ checked Sep 5, 202651-200161

“With three decades at the forefront of applied AI and machine learning, Elder Research, a MANTECH company, gives large organizations and government agencies a surefire way to…”

Source: company website · checked Sep 5, 2026
6
Lightning AIPartial evidence
New York, NY, United StatesHQ checked Sep 5, 202651-200140

“The AI development platform - From idea to AI, Lightning fast.”

Source: company website · checked Sep 5, 2026
7
MERGEIndirect evidence
San Francisco, NY, United StatesHQ checked Sep 5, 202651-200131

“The connectivity layer for AI.”

Source: company website · checked Sep 5, 2026
8
Edge ImpulseIndirect evidence
San Diego, CA, United StatesHQ checked Sep 5, 202651-20084

“Edge Impulse offers the latest in machine learning tooling, enabling all enterprises to build smarter edge products.”

Source: company website · checked Sep 5, 2026
9
RunpodIndirect evidence
San Francisco, CA, United StatesHQ checked Sep 5, 202651-20083

“Runpod is the AI Developer Cloud for teams building, training, and scaling AI applications.”

Source: company website · checked Sep 5, 2026
10
BananaPartial evidence
San Francisco, CA, United StatesHQ checked Sep 5, 2026n/a70

“Banana provides ML Model Hosting as an API.”

Source: company website · checked Sep 5, 2026
11
DKUBEPartial evidence
San Jose, CA, United StatesHQ checked Sep 5, 202651-20067

“DKube is a Private AI-focused company that develops tools and platforms that enable enterprises to run Machine Learning and Generative AI workloads efficiently.”

Source: company website · checked Sep 5, 2026
12
Thirdeye DataPartial evidence
San Jose, CA, United StatesHQ checked Sep 5, 202651-20063

“Optimizing Enterprises with AI Services, Solutions, & Products: ThirdEye Data is a Silicon Valley–based AI & Data solutions company, trusted by enterprises worldwide to build…”

Source: company website · checked Sep 5, 2026
13
StriveworksIndirect evidence
Austin, NC, United StatesHQ checked Sep 5, 202651-20057

“In 36 months, agentic AI systems will be an operating reality across major institutions.”

Source: company website · checked Sep 5, 2026
14
Accure INCStrong evidence
Reston, VA, United StatesHQ checked Sep 5, 202611-5055

“Accure provides data engineering and AI/ML platforms and professional services to prototype, develop, deploy, scale, and manage AI driven business solutions.”

Source: company website · checked Sep 5, 2026
15
Prove AIPartial evidence
San Diego, CA, United StatesHQ checked Sep 5, 202611-5054

“Prove AI provides the foundation for predictable and reliable production AI models and agents.”

Source: company website · checked Sep 5, 2026
16
HystaxIndirect evidence
Sunnyvale, CA, United StatesHQ checked Sep 5, 202651-20045
Source: company website · checked Sep 5, 2026
17
ReplicatePartial evidence
San Francisco, CA, United StatesHQ checked Sep 5, 202611-5032

“Run machine learning models in the cloud”

Source: company website · checked Sep 5, 2026
18
wallaroo.aiPartial evidence
New York, NY, United StatesHQ checked Sep 5, 202611-5031

“Easy Production AI at Scale: Any Model, Any Hardware, Anywhere.”

Source: company website · checked Sep 5, 2026
19
PydanticIndirect evidence
CA, United StatesHQ checked Sep 5, 202611-5029

“End-to-end AI engineering stack We started as a Python validation library.”

Source: company website · checked Sep 5, 2026
20
Bigml, INCPartial evidence
Corvallis, OR, United StatesHQ checked Sep 5, 202611-5025

“BigML offers a highly scalable, cloud-based Machine Learning service that is easy to use, seamless to integrate, and instantly actionable.”

Source: company website · checked Sep 5, 2026
21
Belle Fleur TechnologiesPartial evidence
Weston, FL, United StatesHQ checked Sep 5, 202651-20025

“At Belle Fleur Technologies, we are re-inventing current data platforms with fully managed, serverless, cloud intelligence systems that proactively eliminating idle compute…”

Source: company website · checked Sep 5, 2026
22
Wiro AIIndirect evidence
San Francisco, CA, United StatesHQ checked Sep 5, 202611-5023

“Wiro was founded in 2023 for providing the growing demand for AI and machine learning technologies across various sectors.”

Source: company website · checked Sep 5, 2026
23
SwarmoneIndirect evidence
Mountain View, CA, United StatesHQ checked Sep 5, 202611-5020

“Agentic AI broke the inference stack.”

Source: company website · checked Sep 5, 2026
24
PipeshiftIndirect evidence
San Fransico, CA, United StatesHQ checked Sep 5, 20261-1017
Source: company website · checked Sep 5, 2026
25
GriptapeIndirect evidence
Seattle, WA, United StatesHQ checked Sep 5, 202611-5016

“Acquired by Foundry in February 2026.”

Source: company website · checked Sep 5, 2026

Showing 25 of 140 model serving platforms based in the United States

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Model serving platforms based in the United States at a glance

As of Sep 5, 2026
1-10Median size (employees)
San FranciscoLargest hub · 23 HQs
1,222Contacts with mobile numbers
Sep 5, 2026Data refreshed

Companies by employee count

1-10
71
11-50
45
51-200
20
201-500
3
1,001-5,000
1

Verified emails by last verification

0–30
1,909
31–60
104
61–90
2
90–180
3
180+
14

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among model serving platforms, so some rows will be adjacent to the category rather than pure plays. The description and evidence rating on every row are there so you can check each match yourself.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase SmartSearch, the natural-language company search available to every RevenueBase user.
What qualifies
Companies headquartered in the United States whose own description of what they do matches “model serving platforms”. Matching reads each company's description, not its industry code or its name.
What we exclude
Companies whose own description does not clearly place them among model serving platforms, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
Match quality
In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and an evidence rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking
Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification
Every listed company carries at least one verified work email, 2,032 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh
This page's figures were pulled from the company graph on September 5, 2026. Lists refresh periodically as the graph is re-checked.
Corrections
Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Frequently asked

How many model serving platforms are there based in the United States?

RevenueBase identified 140 model serving platforms headquartered in the United States as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Dataiku, headquartered in New York, tops this list with the largest team on record.

Which city has the most model serving platforms?

San Francisco leads with 23 headquartered companies, followed by New York (11) and Palo Alto (7).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 2,032 verified decision-maker contacts tracked across these 140 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 5, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase SmartSearch, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.