Company lists · Data refreshed October 2026
Top 25 Decentralized machine learning platforms worldwide
RevenueBase identified 235 company matches for decentralized machine learning platforms worldwide as of October 2026 and tracks 2,400 professional contacts across them, including 561 with verified work emails. The United States is the largest market and Singapore the largest hub.
This list covers company matches for decentralized machine learning platforms worldwide, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed October 1, 2026. Country and city lists for decentralized machine learning platforms follow the table.
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.
The 25 largest decentralized machine learning platforms worldwide
Ranked by team size| # | Company | Contacts | |||
|---|---|---|---|---|---|
| 1 | 608 contacts → | ||||
Exact match “The AI community building the future.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 2 | 85 contacts → | ||||
Exact match “Humanity's first blind computer.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 3 | 64 contacts → | ||||
Exact match “Unify data, models, and compute with the fastest path to a production-ready AI system.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 4 | 60 contacts → | ||||
Exact match “Rhino Federated Computing solves one of the biggest challenges in AI: seamlessly connecting siloed data through federated computing.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 5 | 51 contacts → | ||||
Exact match “The network for machine intelligence” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 6 | 51 contacts → | ||||
Exact match “Allora Labs is an AI research and development lab focused on building Allora, a self-improving decentralized AI network.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 7 | 40 contacts → | ||||
Exact match “Flower is the leading open-source framework for training better AI on distributed data using federated learning and other privacy-enhancing technologies.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 8 | 38 contacts → | ||||
Exact match “A decentralized AI Model-as-a-Service (MaaS) platform that enables AI model developers to host their AI models without the need to invest in expensive hardware and software.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 9 | 37 contacts → | ||||
Exact match “Bittensor is a mining network, similar to Bitcoin, that includes built-in incentives designed to encourage miners to contribute compute + knowledge.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 10 | 36 contacts → | ||||
Exact match “Predictive analytics and dApps powered by AI.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 11 | 32 contacts → | ||||
Exact match “Super Protocol, the confidential and self-sovereign AI cloud and marketplace, governed by smart contracts.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 12 | 32 contacts → | ||||
Exact match “InFlux Technologies was established in 2018 with a vision to bridge the gap between the traditional web (Web2) and the decentralized future (Web3).” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 13 | 28 contacts → | ||||
Exact match “Open source intelligence, incentivised Designing the incentive mechanisms enabling fast, powerful, and decentralized machine learning.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 14 | 26 contacts → | ||||
Exact match “GaiaNet is a decentralized network that provides secure, censorship-resistant, and monetizable AI agents that incorporate each individual’s proprietary knowledge and skills while…” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 15 | 25 contacts → | ||||
Exact match “prenode develops robust, scalable, and decentralized AI systems for the industrial sector.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 16 | 24 contacts → | ||||
Exact match “Bitfount is a federated privacy-preserving platform for AI and data collaboration.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 17 | 23 contacts → | ||||
Exact match “Scaleout builds software for machine learning in distributed environments where conventional AI architectures break down.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 18 | 23 contacts → | ||||
Exact match “Our network provides the infrastructure to scale decentralized AI3.0 applications on-chain-hyper-scalable permanent data storage, super fast data availability & flexible…” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 19 | 22 contacts → | ||||
Exact match “ALEIA is an all-in-one, 100% collaborative Data Science and Machine Learning platform that allows users to share their data internally between Data and DevOps teams and externally…” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 20 | 21 contacts → | ||||
Exact match “Arcium is building the encrypted supercomputer - a decentralized network for trustless computation over fully encrypted data.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 21 | 19 contacts → | ||||
Exact match “Teneo Protocol is a decentralized network of autonomous AI agents that process real-time data from the Open Web– rewarding users for powering the network.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 22 | 19 contacts → | ||||
Exact match “bitgrit is a platform offering a global network and community for data scientists to interact with each other.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 23 | 16 contacts → | ||||
Exact match “Oxen.ai is a developer platform for fine-tuning and evaluating models on your own data.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 24 | 15 contacts → | ||||
Exact match “LingoAI is a decentralized multilingual data platform for AI.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
| 25 | 13 contacts → | ||||
Exact match “Product Science builds and scales the core protocols that unify the world’s scattered, heterogeneous compute into a powerful, decentralized fabric for frontier AI training.” Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase | |||||
RevenueBase SmartSearch
Describe a niche business in your own words. RevenueBase SmartSearch compares the meaning of your description with company business descriptions compiled in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit.
This list uses Exact for “decentralized machine learning platforms”. Each Exact match badge shows membership in that saved search; it is not an individual similarity score or a service-quality rating. Recorded descriptions are shown where available.
Showing 25 of 235 decentralized machine learning platforms worldwide
See the full list, filter by size, metro and specialty, and access 561 tracked professional contacts with verified work emails. Direct dials are available where recorded.
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Decentralized machine learning platforms worldwide at a glance
As of Oct 1, 2026Companies by employee count
Email recency is reported on each country list linked below.
How this list was built
The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.
- 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.
- Coverage
- Every country. Country and city lists for decentralized machine learning platforms are linked below.
- What qualifies
- Company records worldwide whose business descriptions match “decentralized machine learning platforms” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
- RevenueBase SmartSearch
- Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
- Public preview
- The public preview omits records without a verified work email. Dataset totals and geographic summaries describe the full matched records before these preview filters.
- Match quality
- RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
- 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 displayed company carries at least one verified work email. RevenueBase tracks 561 professional contacts with verified work emails across the full matched dataset. 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 October 1, 2026. Lists refresh periodically as the graph is re-checked.
- Record context
- Company records and descriptions can change. Check the company's website for its current services and locations.
Decentralized machine learning platforms by location
1 lists · largest firstEvery Decentralized machine learning platforms list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.
Countries
Frequently asked
What is RevenueBase SmartSearch?
RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “decentralized machine learning platforms”; each Exact match badge shows search membership, not an individual similarity or quality score.
How many decentralized machine learning platforms are there worldwide?
RevenueBase identified 235 company matches for decentralized machine learning platforms worldwide as of October 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.
What is the largest company on this list?
Hugging Face tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.
Which country has the most decentralized machine learning platforms?
The United States leads with 56 companies. Every decentralized machine learning platforms list by country and city is linked on this page.
Which city has the most decentralized machine learning platforms?
Singapore leads with 13 company records, followed by San Francisco (12) and London (8).
How do I get contact information for these companies?
A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 561 professional contacts with verified work emails tracked across these 235 companies; direct dials are available where recorded.
How current is this list?
The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on October 1, 2026.
Ready to reach these companies? Verified emails and direct dials for all 235 decentralized machine learning platforms worldwide. Start with a free account, no credit card.
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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.
More company lists
Company intelligence · public preview
Top 25 decentralized machine learning platforms worldwide
Find companies in any niche.
Describe the businesses you want in your own words. RevenueBase SmartSearch matches company descriptions by meaning.
RevenueBase records 235 matching company records for decentralized machine learning platforms worldwide, with 2,400 tracked contacts and 561 verified work emails.
This public preview shows 25 selected records ordered by tracked contacts. RevenueBase SmartSearch finds company descriptions that match by meaning at Exact. Snapshot: October 1, 2026.
RevenueBase compiles business descriptions for niche-company discovery; each row shows a recorded excerpt where available. Adapt this search to find the companies and contacts you want.
Top 25 decentralized machine learning platforms worldwide
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
| # | Company | Headquarters on record | Reported employees | RevenueBase SmartSearch | Tracked contacts |
|---|---|---|---|---|---|
| 1 |  Hugging Facehuggingface.coHQ: Paris, United StatesReported employees: Not recorded | Paris, United States | Not recorded | Exact match | 608 contacts → |
“The AI community building the future.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 2 |  Nillionnillion.comHQ: SwitzerlandReported employees: 51-200 | Switzerland | 51-200 | Exact match | 85 contacts → |
“Humanity's first blind computer.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 3 |  union.aiunion.aiHQ: Seattle, WA, United StatesReported employees: 11-50 | Seattle, WA, United States | 11-50 | Exact match | 64 contacts → |
“Unify data, models, and compute with the fastest path to a production-ready AI system.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 4 |  Rhino Federated Computingrhinofcp.comHQ: Boston, MA, United StatesReported employees: 51-200 | Boston, MA, United States | 51-200 | Exact match | 60 contacts → |
“Rhino Federated Computing solves one of the biggest challenges in AI: seamlessly connecting siloed data through federated computing.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 5 |  Gensyngensyn.aiHQ: Los Angeles, CA, United StatesReported employees: 11-50 | Los Angeles, CA, United States | 11-50 | Exact match | 51 contacts → |
“The network for machine intelligence” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 6 |  Allora Labsalloralabs.xyzHQ: New York, NY, United StatesReported employees: 11-50 | New York, NY, United States | 11-50 | Exact match | 51 contacts → |
“Allora Labs is an AI research and development lab focused on building Allora, a self-improving decentralized AI network.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 7 | Flower Labsflower.ai HQ: Global Locations, GermanyReported employees: 11-50 | Global Locations, Germany | 11-50 | Exact match | 40 contacts → |
“Flower is the leading open-source framework for training better AI on distributed data using federated learning and other privacy-enhancing technologies.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 8 |  TOP AI Networktopnetwork.aiHQ: SingaporeReported employees: 51-200 | Singapore | 51-200 | Exact match | 38 contacts → |
“A decentralized AI Model-as-a-Service (MaaS) platform that enables AI model developers to host their AI models without the need to invest in expensive hardware and software.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 9 | Opentensor Foundationbittensor.com HQ: Toronto, CanadaReported employees: 11-50 | Toronto, Canada | 11-50 | Exact match | 37 contacts → |
“Bittensor is a mining network, similar to Bitcoin, that includes built-in incentives designed to encourage miners to contribute compute + knowledge.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 10 |  LIT AIlit.ioHQ: Los Angeles, United StatesReported employees: Not recorded | Los Angeles, United States | Not recorded | Exact match | 36 contacts → |
“Predictive analytics and dApps powered by AI.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 11 | Super Protocolsuperprotocol.com HQ: Cayman IslandsReported employees: 11-50 | Cayman Islands | 11-50 | Exact match | 32 contacts → |
“Super Protocol, the confidential and self-sovereign AI cloud and marketplace, governed by smart contracts.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 12 |  Influx Technologiesrunonflux.comHQ: Cambridge, United KingdomReported employees: 51-200 | Cambridge, United Kingdom | 51-200 | Exact match | 32 contacts → |
“InFlux Technologies was established in 2018 with a vision to bridge the gap between the traditional web (Web2) and the decentralized future (Web3).” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 13 | Macrocosmosmacrocosmos.ai HQ: United StatesReported employees: 11-50 | United States | 11-50 | Exact match | 28 contacts → |
“Open source intelligence, incentivised Designing the incentive mechanisms enabling fast, powerful, and decentralized machine learning.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 14 |  GAIAgaianet.aiHQ: Berkeley, United StatesReported employees: 51-200 | Berkeley, United States | 51-200 | Exact match | 26 contacts → |
“GaiaNet is a decentralized network that provides secure, censorship-resistant, and monetizable AI agents that incorporate each individual’s proprietary knowledge and skills while…” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 15 |  Prenodeprenode.deHQ: Karlsruhe, GermanyReported employees: 11-50 | Karlsruhe, Germany | 11-50 | Exact match | 25 contacts → |
“prenode develops robust, scalable, and decentralized AI systems for the industrial sector.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 16 |  Bitfountbitfount.comHQ: London, United KingdomReported employees: 11-50 | London, United Kingdom | 11-50 | Exact match | 24 contacts → |
“Bitfount is a federated privacy-preserving platform for AI and data collaboration.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 17 |  Scaleoutscaleoutsystems.comHQ: Uppsala, SwedenReported employees: 11-50 | Uppsala, Sweden | 11-50 | Exact match | 23 contacts → |
“Scaleout builds software for machine learning in distributed environments where conventional AI architectures break down.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 18 | Autonomysautonomys.xyz HQ: San Francisco, CA, United StatesReported employees: 11-50 | San Francisco, CA, United States | 11-50 | Exact match | 23 contacts → |
“Our network provides the infrastructure to scale decentralized AI3.0 applications on-chain-hyper-scalable permanent data storage, super fast data availability & flexible…” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 19 |  Alloniaallonia.comHQ: Paris, FranceReported employees: 11-50 | Paris, France | 11-50 | Exact match | 22 contacts → |
“ALEIA is an all-in-one, 100% collaborative Data Science and Machine Learning platform that allows users to share their data internally between Data and DevOps teams and externally…” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 20 | Arciumarcium.com HQ: Baar, SwitzerlandReported employees: 11-50 | Baar, Switzerland | 11-50 | Exact match | 21 contacts → |
“Arcium is building the encrypted supercomputer - a decentralized network for trustless computation over fully encrypted data.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 21 | Teneo Protocolteneo-protocol.ai HQ: United StatesReported employees: 11-50 | United States | 11-50 | Exact match | 19 contacts → |
“Teneo Protocol is a decentralized network of autonomous AI agents that process real-time data from the Open Web– rewarding users for powering the network.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 22 |  Bitgritbitgrit.aiHQ: Tokyo, JapanReported employees: 11-50 | Tokyo, Japan | 11-50 | Exact match | 19 contacts → |
“bitgrit is a platform offering a global network and community for data scientists to interact with each other.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 23 | oxen.aioxen.ai HQ: United StatesReported employees: 11-50 | United States | 11-50 | Exact match | 16 contacts → |
“Oxen.ai is a developer platform for fine-tuning and evaluating models on your own data.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 24 |  Lingoailingoai.ioHQ: SingaporeReported employees: 11-50 | Singapore | 11-50 | Exact match | 15 contacts → |
“LingoAI is a decentralized multilingual data platform for AI.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 25 |  Product Scienceproductscience.aiHQ: Los Angeles, CA, United StatesReported employees: 11-50 | Los Angeles, CA, United States | 11-50 | Exact match | 13 contacts → |
“Product Science builds and scales the core protocols that unify the world’s scattered, heterogeneous compute into a powerful, decentralized fabric for frontier AI training.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
Showing 25 of 235 company matches
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Decentralized machine learning platforms: dataset insights
October 1, 2026These summaries describe recorded coverage in this saved dataset. This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Reported company sizes
235 records in the displayed employee bands.
0 matching records are outside the displayed bands or do not have a displayed size. Bars show shares of the displayed bands.
Email recency for this list is measured across the whole country list rather than for Worldwide, so it is reported there. Company counts and contact totals on this page are exact for Worldwide, over 235 companies.
How this company list was built
Describe a niche in your own words: companies installing commercial solar, or manufacturers of sustainable packaging. RevenueBase SmartSearch finds companies whose compiled business descriptions match by meaning. This list is one saved example to adapt.
Where the company descriptions come from
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
RevenueBase SmartSearch matching settings
- Exact
- Closest fits to the business described.
- Similar
- Similar businesses with a wider range of fits.
- Related
- Related businesses in and around the category.
- Broad
- A broader set of businesses connected to the description.
RevenueBase SmartSearch · Exact match identifies inclusion in this search's closest semantic matching setting. It is not a per-company confidence score, a literal keyword match, or a quality endorsement.
Selection, ordering and scope
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Recorded company descriptions support research; check company websites for current services. The selected preview is ordered by tracked contacts and is not a list of the best service providers.
Snapshot: October 1, 2026.
RevenueBase is a B2B data infrastructure company. Its September 3, 2026 published methodology describes a graph of 60 million companies and 398.9 million professional contacts; these platform figures differ from this page's totals. Published methodology ↗
Decentralized machine learning platforms by location
1 lists · largest firstEvery Decentralized machine learning platforms list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.
Countries
Questions about this company list
What does Exact match mean for decentralized machine learning platforms?
The separate RevenueBase SmartSearch column identifies inclusion at the closest semantic matching preset. It is not a literal keyword match, a per-company confidence score or a quality endorsement. Changing the search form opens a new search in RevenueBase; it does not reclassify these saved rows.
How many decentralized machine learning platforms did RevenueBase find worldwide?
The saved snapshot records 235 matching company records, 2,400 tracked contacts and 561 verified emails. The public preview displays 25 selected records.
Where do the company descriptions come from?
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
How are the public companies ordered?
The selected public records are ordered by contacts tracked in RevenueBase, highest first. Contact coverage is a prospecting measure, not an assessment of the company's services or quality.
How can I get contact information?
Select a company's contact count to open its filtered contacts in RevenueBase. Free signup is required and includes 500 credits and limited free results. Verified emails, direct dials and mobile numbers depend on available coverage.
How current is this list?
Snapshot: October 1, 2026. Review each company's website for current services and locations. A recorded business description does not establish that every company offers every service named in the search.
What do headquarters and employee bands mean?
These are recorded company-level fields, rather than a map of every branch or a count of specialists. Missing headquarters or employee bands are labeled; older records may show a location separately from recorded headquarters.
Build your next target company list
Adapt this niche search and work with available contacts in RevenueBase.
Related lists
Browse the directory
Cite this list
RevenueBase Data Team. Top 25 decentralized machine learning platforms worldwide. Snapshot: October 1, 2026. https://revenuebase.ai/companies/browse/decentralized-machine-learning-platforms.
This is a selected public preview of saved company records, rather than an independently verified census. Open the source page ↗
More company lists
Company intelligence · public preview
Top 25 decentralized machine learning platforms worldwide
RevenueBase records 235 matching company records for decentralized machine learning platforms worldwide, with 2,400 tracked contacts and 561 verified work emails.
This public preview shows 25 selected records ordered by tracked contacts. RevenueBase SmartSearch finds company descriptions that match by meaning at Exact. Snapshot: October 1, 2026.
RevenueBase compiles business descriptions for niche-company discovery; each row shows a recorded excerpt where available. Adapt this search to find the companies and contacts you want.
Top 25 decentralized machine learning platforms worldwide
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
| # | Company | Headquarters on record | Reported employees | RevenueBase SmartSearch | Tracked contacts |
|---|---|---|---|---|---|
| 1 | Hugging Facehuggingface.co HQ: Paris, United StatesReported employees: Not recorded | Paris, United States | Not recorded | Exact match | 608 contacts → |
“The AI community building the future.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 2 | Nillionnillion.com HQ: SwitzerlandReported employees: 51-200 | Switzerland | 51-200 | Exact match | 85 contacts → |
“Humanity's first blind computer.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 3 | union.aiunion.ai HQ: Seattle, WA, United StatesReported employees: 11-50 | Seattle, WA, United States | 11-50 | Exact match | 64 contacts → |
“Unify data, models, and compute with the fastest path to a production-ready AI system.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 4 | Rhino Federated Computingrhinofcp.com HQ: Boston, MA, United StatesReported employees: 51-200 | Boston, MA, United States | 51-200 | Exact match | 60 contacts → |
“Rhino Federated Computing solves one of the biggest challenges in AI: seamlessly connecting siloed data through federated computing.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 5 | Gensyngensyn.ai HQ: Los Angeles, CA, United StatesReported employees: 11-50 | Los Angeles, CA, United States | 11-50 | Exact match | 51 contacts → |
“The network for machine intelligence” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 6 | Allora Labsalloralabs.xyz HQ: New York, NY, United StatesReported employees: 11-50 | New York, NY, United States | 11-50 | Exact match | 51 contacts → |
“Allora Labs is an AI research and development lab focused on building Allora, a self-improving decentralized AI network.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 7 | Flower Labsflower.ai HQ: Global Locations, GermanyReported employees: 11-50 | Global Locations, Germany | 11-50 | Exact match | 40 contacts → |
“Flower is the leading open-source framework for training better AI on distributed data using federated learning and other privacy-enhancing technologies.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 8 | TOP AI Networktopnetwork.ai HQ: SingaporeReported employees: 51-200 | Singapore | 51-200 | Exact match | 38 contacts → |
“A decentralized AI Model-as-a-Service (MaaS) platform that enables AI model developers to host their AI models without the need to invest in expensive hardware and software.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 9 | Opentensor Foundationbittensor.com HQ: Toronto, CanadaReported employees: 11-50 | Toronto, Canada | 11-50 | Exact match | 37 contacts → |
“Bittensor is a mining network, similar to Bitcoin, that includes built-in incentives designed to encourage miners to contribute compute + knowledge.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 10 | LIT AIlit.io HQ: Los Angeles, United StatesReported employees: Not recorded | Los Angeles, United States | Not recorded | Exact match | 36 contacts → |
“Predictive analytics and dApps powered by AI.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 11 | Super Protocolsuperprotocol.com HQ: Cayman IslandsReported employees: 11-50 | Cayman Islands | 11-50 | Exact match | 32 contacts → |
“Super Protocol, the confidential and self-sovereign AI cloud and marketplace, governed by smart contracts.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 12 | Influx Technologiesrunonflux.com HQ: Cambridge, United KingdomReported employees: 51-200 | Cambridge, United Kingdom | 51-200 | Exact match | 32 contacts → |
“InFlux Technologies was established in 2018 with a vision to bridge the gap between the traditional web (Web2) and the decentralized future (Web3).” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 13 | Macrocosmosmacrocosmos.ai HQ: United StatesReported employees: 11-50 | United States | 11-50 | Exact match | 28 contacts → |
“Open source intelligence, incentivised Designing the incentive mechanisms enabling fast, powerful, and decentralized machine learning.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 14 | GAIAgaianet.ai HQ: Berkeley, United StatesReported employees: 51-200 | Berkeley, United States | 51-200 | Exact match | 26 contacts → |
“GaiaNet is a decentralized network that provides secure, censorship-resistant, and monetizable AI agents that incorporate each individual’s proprietary knowledge and skills while…” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 15 | Prenodeprenode.de HQ: Karlsruhe, GermanyReported employees: 11-50 | Karlsruhe, Germany | 11-50 | Exact match | 25 contacts → |
“prenode develops robust, scalable, and decentralized AI systems for the industrial sector.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 16 | Bitfountbitfount.com HQ: London, United KingdomReported employees: 11-50 | London, United Kingdom | 11-50 | Exact match | 24 contacts → |
“Bitfount is a federated privacy-preserving platform for AI and data collaboration.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 17 | Scaleoutscaleoutsystems.com HQ: Uppsala, SwedenReported employees: 11-50 | Uppsala, Sweden | 11-50 | Exact match | 23 contacts → |
“Scaleout builds software for machine learning in distributed environments where conventional AI architectures break down.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 18 | Autonomysautonomys.xyz HQ: San Francisco, CA, United StatesReported employees: 11-50 | San Francisco, CA, United States | 11-50 | Exact match | 23 contacts → |
“Our network provides the infrastructure to scale decentralized AI3.0 applications on-chain-hyper-scalable permanent data storage, super fast data availability & flexible…” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 19 | Alloniaallonia.com HQ: Paris, FranceReported employees: 11-50 | Paris, France | 11-50 | Exact match | 22 contacts → |
“ALEIA is an all-in-one, 100% collaborative Data Science and Machine Learning platform that allows users to share their data internally between Data and DevOps teams and externally…” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 20 | Arciumarcium.com HQ: Baar, SwitzerlandReported employees: 11-50 | Baar, Switzerland | 11-50 | Exact match | 21 contacts → |
“Arcium is building the encrypted supercomputer - a decentralized network for trustless computation over fully encrypted data.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 21 | Teneo Protocolteneo-protocol.ai HQ: United StatesReported employees: 11-50 | United States | 11-50 | Exact match | 19 contacts → |
“Teneo Protocol is a decentralized network of autonomous AI agents that process real-time data from the Open Web– rewarding users for powering the network.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 22 | Bitgritbitgrit.ai HQ: Tokyo, JapanReported employees: 11-50 | Tokyo, Japan | 11-50 | Exact match | 19 contacts → |
“bitgrit is a platform offering a global network and community for data scientists to interact with each other.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 23 | oxen.aioxen.ai HQ: United StatesReported employees: 11-50 | United States | 11-50 | Exact match | 16 contacts → |
“Oxen.ai is a developer platform for fine-tuning and evaluating models on your own data.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 24 | Lingoailingoai.io HQ: SingaporeReported employees: 11-50 | Singapore | 11-50 | Exact match | 15 contacts → |
“LingoAI is a decentralized multilingual data platform for AI.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 25 | Product Scienceproductscience.ai HQ: Los Angeles, CA, United StatesReported employees: 11-50 | Los Angeles, CA, United States | 11-50 | Exact match | 13 contacts → |
“Product Science builds and scales the core protocols that unify the world’s scattered, heterogeneous compute into a powerful, decentralized fabric for frontier AI training.” Recorded description excerpt · October 1, 2026Open company data in RevenueBase ↗Free signup required. | |||||
Showing 25 of 235 company matches
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Decentralized machine learning platforms: dataset insights
October 1, 2026These summaries describe recorded coverage in this saved dataset. This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Reported company sizes
235 records in the displayed employee bands.
0 matching records are outside the displayed bands or do not have a displayed size. Bars show shares of the displayed bands.
Email recency for this list is measured across the whole country list rather than for Worldwide, so it is reported there. Company counts and contact totals on this page are exact for Worldwide, over 235 companies.
How this company list was built
Describe a niche in your own words: companies installing commercial solar, or manufacturers of sustainable packaging. RevenueBase SmartSearch finds companies whose compiled business descriptions match by meaning. This list is one saved example to adapt.
Where the company descriptions come from
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
RevenueBase SmartSearch matching settings
- Exact
- Closest fits to the business described.
- Similar
- Similar businesses with a wider range of fits.
- Related
- Related businesses in and around the category.
- Broad
- A broader set of businesses connected to the description.
RevenueBase SmartSearch · Exact match identifies inclusion in this search's closest semantic matching setting. It is not a per-company confidence score, a literal keyword match, or a quality endorsement.
Selection, ordering and scope
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Recorded company descriptions support research; check company websites for current services. The selected preview is ordered by tracked contacts and is not a list of the best service providers.
Snapshot: October 1, 2026.
RevenueBase is a B2B data infrastructure company. Its September 3, 2026 published methodology describes a graph of 60 million companies and 398.9 million professional contacts; these platform figures differ from this page's totals. Published methodology ↗
Decentralized machine learning platforms by location
1 lists · largest firstEvery Decentralized machine learning platforms list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.
Countries
Questions about this company list
What does Exact match mean for decentralized machine learning platforms?
The separate RevenueBase SmartSearch column identifies inclusion at the closest semantic matching preset. It is not a literal keyword match, a per-company confidence score or a quality endorsement. Changing the search form opens a new search in RevenueBase; it does not reclassify these saved rows.
How many decentralized machine learning platforms did RevenueBase find worldwide?
The saved snapshot records 235 matching company records, 2,400 tracked contacts and 561 verified emails. The public preview displays 25 selected records.
Where do the company descriptions come from?
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
How are the public companies ordered?
The selected public records are ordered by contacts tracked in RevenueBase, highest first. Contact coverage is a prospecting measure, not an assessment of the company's services or quality.
How can I get contact information?
Select a company's contact count to open its filtered contacts in RevenueBase. Free signup is required and includes 500 credits and limited free results. Verified emails, direct dials and mobile numbers depend on available coverage.
How current is this list?
Snapshot: October 1, 2026. Review each company's website for current services and locations. A recorded business description does not establish that every company offers every service named in the search.
What do headquarters and employee bands mean?
These are recorded company-level fields, rather than a map of every branch or a count of specialists. Missing headquarters or employee bands are labeled; older records may show a location separately from recorded headquarters.
Build your next target company list
Adapt this niche search and work with available contacts in RevenueBase.
Related lists
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Cite this list
RevenueBase Data Team. Top 25 decentralized machine learning platforms worldwide. Snapshot: October 1, 2026. https://revenuebase.ai/companies/browse/decentralized-machine-learning-platforms.
This is a selected public preview of saved company records, rather than an independently verified census. Open the source page ↗