ML platforms & training data tools used by Technology & Connectivity companies
Each line links its public proof and the date usedby last checked it.
93
Technology & Connectivity companies use ML platforms & training data tools
The most used: Weights & Biases (27), Hugging Face (27), and Encord (17).Data as of Oct 25, 2026
Ranking
Tools ranked by the Technology & Connectivity companies that use them. Ties go to the stronger proof.
Largest and best-proven users
Two labelled views of the same companies. Neither is a score.
Who uses each tool
Strongest proof first. A job post is a signal, the weakest proof.
1
Weights & Biases27 companies · Checked Oct 24, 20262718 confirmed 9 observed
IBMChecked Oct 24, 2026
MicrosoftChecked Oct 24, 2026
CohereChecked Oct 24, 2026
Aleph AlphaChecked Oct 24, 2026
BytefuseChecked Oct 24, 2026
CapturChecked Oct 24, 2026
DecartChecked Oct 24, 2026
GraphcoreChecked Oct 24, 2026
Inverted AIChecked Oct 24, 2026
JetBrainsChecked Oct 24, 2026
Show 17 more companies
NEURA RoboticsChecked Oct 24, 2026
Personal AIChecked Oct 24, 2026
RimeChecked Oct 24, 2026
RiskfuelChecked Oct 24, 2026
SambaNovaChecked Oct 24, 2026
Scaled CognitionChecked Oct 24, 2026
VisualCortexChecked Oct 24, 2026
WayveChecked Oct 24, 2026
NvidiaChecked Oct 24, 2026
OpenAIChecked Oct 24, 2026
SamsungChecked Oct 24, 2026
SnowflakeChecked Oct 24, 2026
PerplexityChecked Oct 24, 2026
1XChecked Oct 24, 2026- GretelChecked Oct 24, 2026
LG AI ResearchChecked Oct 24, 2026
UpstageChecked Oct 24, 2026
2
Hugging Face27 companies · Checked Oct 24, 2026271 confirmed 24 observed 2 signals
XLSCOUTChecked Oct 19, 2026
AppleChecked Oct 19, 2026
GoogleChecked Oct 24, 2026
IBMChecked Oct 19, 2026
MicrosoftChecked Oct 24, 2026
NvidiaChecked Oct 19, 2026
OpenAIChecked Oct 19, 2026
IntelChecked Oct 24, 2026
AnthropicChecked Oct 19, 2026
ServiceNowChecked Oct 19, 2026
Show 17 more companies
GrammarlyChecked Oct 24, 2026
PerplexityChecked Oct 19, 2026
AI2Checked Oct 24, 2026
Aleph AlphaChecked Oct 19, 2026
AMDChecked Oct 19, 2026
ArmChecked Oct 19, 2026
CerebrasChecked Oct 19, 2026
InstaDeepChecked Oct 19, 2026
JetBrainsChecked Oct 19, 2026
Multiverse ComputingChecked Oct 19, 2026
ReflectionChecked Oct 19, 2026
TenstorrentChecked Oct 19, 2026
Thinking MachinesChecked Oct 19, 2026- Toyota Research InstituteChecked Oct 19, 2026
BasetenChecked Oct 19, 2026
CohereChecked Oct 19, 2026
UIPathChecked Oct 11, 2026
3
Encord17 companies · Checked Oct 25, 2026177 confirmed 10 observed
UIPathChecked Oct 25, 2026
Archetype AIChecked Oct 25, 2026
Pickle RobotChecked Oct 25, 2026
Standard AIChecked Oct 25, 2026
Thoro.aiChecked Oct 7, 2026
UVeyeChecked Oct 25, 2026
Weave RoboticsChecked Oct 25, 2026
Agility RoboticsChecked Oct 25, 2026
Ambi RoboticsChecked Oct 25, 2026
ANYboticsChecked Oct 25, 2026
Show 7 more companies
Dyna RoboticsChecked Oct 25, 2026
NEURA RoboticsChecked Oct 25, 2026
Path RoboticsChecked Oct 25, 2026- Toyota Research InstituteChecked Oct 25, 2026
TwelveLabsChecked Oct 25, 2026
YutoriChecked Oct 7, 2026
EntrustChecked Oct 25, 2026
4
Anyscale11 companies · Checked Oct 20, 2026116 confirmed 5 observed
NotionChecked Oct 20, 2026
Bedrock RoboticsChecked Oct 20, 2026
BonsaiChecked Oct 20, 2026
CoactiveChecked Oct 20, 2026
Physical IntelligenceChecked Oct 20, 2026
RunwayChecked Oct 20, 2026
Character.aiChecked Oct 20, 2026
ReflectionChecked Oct 20, 2026
Torc RoboticsChecked Oct 20, 2026
TwelveLabsChecked Oct 20, 2026
Show 1 more company
XoopleChecked Oct 20, 2026
5
H2O.ai9 companies · Checked Oct 24, 202694 confirmed 5 observed
AT&TChecked Oct 24, 2026
CiscoChecked Oct 24, 2026
Dun & BradstreetChecked Oct 24, 2026
EquifaxChecked Oct 24, 2026
IntelChecked Oct 24, 2026
LG CNSChecked Oct 24, 2026
NielsenChecked Oct 24, 2026
SynopsysChecked Oct 7, 2026
Tech MahindraChecked Oct 24, 2026
7
Snorkel AI6 companies · Checked Oct 5, 202660 confirmed 6 observed
GoogleChecked Oct 5, 2026
MicrosoftChecked Oct 5, 2026
OpenAIChecked Oct 5, 2026
AnthropicChecked Oct 5, 2026
Amazon Web ServicesChecked Oct 5, 2026
Mistral AIChecked Oct 5, 2026
8
Patronus AI5 companies · Checked Oct 6, 202653 confirmed 2 observed
Emergence AIChecked Oct 6, 2026
GammaChecked Oct 6, 2026
WeaviateChecked Oct 6, 2026
AlgomoChecked Oct 6, 2026
ExaChecked Oct 6, 2026
9
Scale AI5 companies · Checked Oct 17, 202650 confirmed 5 observed
MicrosoftNot dated
NvidiaChecked Oct 17, 2026
CiscoNot dated
Character.aiNot dated
AdeptNot dated
10
DataRobot3 companies · Checked Oct 19, 202630 confirmed 3 observed
How usedby counts
A company counts once per tool, at its strongest proof: confirmed (a case study, a named testimonial, a press release or the company's own account), declared (the company told usedby), observed (a vendor logo wall or customers page) or signal (a job post). Counts cover the companies on usedby, never the whole market.
1 company that sells software was left out, so a vendor is never counted as a user.
Data as of October 25, 2026.
Questions
Which ML platforms & training data tools do Technology & Connectivity companies use most?
Weights & Biases leads: 27 of the 93 Technology & Connectivity companies on usedby that use ML platforms & training data tools use it. Next: Hugging Face (27), Encord (17), Anyscale (11), and H2O.ai (9). See Weights & Biases.
How many Technology & Connectivity companies use ML platforms & training data tools?
93 Technology & Connectivity companies on usedby use at least one of 10 ML platforms & training data tools. It counts the companies usedby tracks.
What proof backs these lines?
Of the 93 companies, each counted at its strongest proof: 42 confirmed, 0 declared, 51 observed and 0 known from a job post.
How does usedby build this ranking?
usedby counts each Technology & Connectivity company once per tool, from public proof: case studies, press releases, the company's own site or its declaration to usedby, vendor customer pages and job posts. 1 software vendor is left out. Every line shows its proof and the date usedby last checked it.








