RL Environment Companies

Companies building RL environments, benchmarks, and evaluation infrastructure, tracked daily across public sources. Includes location, team size, and the benchmarks each vendor publishes.

80 of 1699 tracked entries in the 2026-08-30 snapshot.

Domain Location Source

80 entries

Company	Domains	Location	Team	Source
Mechanize	CodingPrivate Codebases	San Francisco, USA	11-50	rl-list
AfterQuery	CodingComputer UseEnterprise Workflows	San Francisco, USA	51-200	rl-list
Fleet AI	Computer UseEnterprise Workflows	New York, USA	11-50	rl-list
Scale AI	CodingComputer UseEnterprise WorkflowsLong-Horizon	San Francisco, USA	200+	rl-list
Modal	Coding	New York, USA	51-200	rl-list
Mercor	CodingEnterprise WorkflowsLong-Horizon	San Francisco, USA	51-200	rl-list
Surge AI	Enterprise WorkflowsLong-Horizon	San Francisco, USA	51-200	rl-list
Prime Intellect	CodingEnterprise WorkflowsLong-HorizonMath	San Francisco, USA	11-50	rl-list
Deeptune	CodingComputer UseEnterprise WorkflowsPrivate Codebases	New York, USA	11-50	rl-list
Sepal AI	Enterprise WorkflowsLong-HorizonMath	San Francisco, USA	unknown	rl-list
Turing	CodingEnterprise WorkflowsPrivate Codebases	Palo Alto, USA	200+	rl-list
Gray Swan AI		Pittsburgh, USA	11-50	rl-list
Scale	Multi-DomainCoding	San Francisco, USA; New York, USA; Washington DC, USA; London, UK	250+	pavlovslist
Surge	Multi-Domain	San Francisco, USA; New York, USA; Seattle, USA	101-250	pavlovslist
micro1	Multi-Domain	San Francisco, USA	101-250	pavlovslist
Fleet	Multi-DomainEnterprise Workflows	San Francisco, USA; New York, USA	51-100	pavlovslist
Anthropic				benchmarklist
OpenAI				benchmarklist
DeepSeek				benchmarklist
Qwen				benchmarklist
Meta				benchmarklist
Microsoft				benchmarklist
NVIDIA				benchmarklist
Cohere				benchmarklist
Salesforce				benchmarklist
Nli				benchmarklist
Intel				benchmarklist
World				benchmarklist
Writer				benchmarklist
Deci				benchmarklist
Descript				benchmarklist
Mean				benchmarklist
Bespoke Labs	Long-Horizon	Mountain View, USA	11-50	rl-list
Huzzle Labs	CodingComputer UseEnterprise WorkflowsLong-HorizonPrivate Codebases	London, UK	11-50	rl-list
Datacurve	CodingPrivate Codebases	San Francisco, USA	11-50	rl-list
Proximal	CodingLong-HorizonPrivate Codebases	San Francisco, USA	11-50	rl-list
Veris AI	Enterprise Workflows	San Francisco, USA	1-10	rl-list
Chakra Labs	Computer Use	Brooklyn, USA	11-50	rl-list
Andon Labs	Computer UseLong-Horizon	San Francisco, USA	11-50	rl-list
HUD	Computer UseEnterprise Workflows	San Francisco, USA	11-50	rl-list
Halluminate	Computer UseEnterprise Workflows	San Francisco, USA	1-10	rl-list
Matrices	Computer Use	San Francisco, USA	11-50	rl-list
BenchFlow	CodingComputer UseEnterprise Workflows	San Francisco, USA	1-10	rl-list
Collinear	CodingComputer UseEnterprise WorkflowsLong-Horizon	Mountain View, USA; Sunnyvale, USA	11-50	rl-list
Refresh	CodingComputer UsePrivate Codebases	San Francisco, USA	1-10	rl-list
Vmax	CodingLong-Horizon	San Francisco, USA	1-10	rl-list
Andromede	Long-Horizon	Lausanne, Switzerland	1-10	rl-list
Plato	Computer UseEnterprise Workflows	San Francisco, USA	1-10	rl-list
AIChamp	Enterprise WorkflowsLong-Horizon	San Francisco, USA	1-10	rl-list
Habitat Inc	CodingComputer UseEnterprise Workflows	New York, USA	1-10	rl-list
Daytona	CodingComputer Use	New York, USA	11-50	rl-list
E2B	CodingComputer Use	San Francisco, USA	11-50	rl-list
Runloop	Coding	San Francisco, USA	11-50	rl-list
General Reasoning	CodingLong-Horizon	London, UK	11-50	rl-list
Cua	Computer Use	San Francisco, USA	1-10	rl-list
Good Start Labs	Long-Horizon	Brooklyn, USA	1-10	rl-list
Morph	Coding	San Francisco, USA	1-10	rl-list
Vals AI		San Francisco, USA	11-50	rl-list
Handshake	Multi-Domain	San Francisco, USA; New York, USA; Bangalore, India; Berlin, Germany	250+	pavlovslist
Snorkel	Multi-DomainCoding	San Francisco, USA; Redwood City, USA; New York, USA	101-250	pavlovslist
Latch	Science	San Francisco, USA	51-100	pavlovslist
Patronus AI	Multi-DomainCoding	San Francisco, USA	51-100	pavlovslist
Pareto	Multi-DomainTool Use	San Francisco, USA	26-50	pavlovslist
Aptura	FinanceEnterprise Workflows	London, UK; San Francisco, USA	11-25	pavlovslist
Quesma	Security	Warsaw, Poland	11-25	pavlovslist
ReasonCore	ScienceCoding	San Francisco, USA	11-25	pavlovslist
Abundant	Coding	San Francisco, USA	1-10	pavlovslist
EdotEnv	Long-HorizonML	San Francisco, USA	1-10	pavlovslist
Emulated	CodingML	San Francisco, USA	1-10	pavlovslist
Markov	Computer UseTool Use	San Francisco, USA	1-10	pavlovslist
Metaphi	CodingEnterprise Workflows	San Francisco, USA; New York, USA	1-10	pavlovslist
pre.dev	CodingLong-Horizon	Delaware, USA	1-10	pavlovslist
Tacit Labs	ScienceLong-Horizon	San Francisco, USA	1-10	pavlovslist
Ulam	Math	Warsaw, Poland; London, UK	1-10	pavlovslist
Parsewave	Long-Horizon	San Francisco, USA; Remote	51-100	pavlovslist
Taste Labs	Design	New York, USA	26-50	pavlovslist
Verita AI	Design	San Francisco, USA; Vancouver, Canada	26-50	pavlovslist
ARIMLABS	SecurityLong-Horizon	Warsaw, Poland	11-25	pavlovslist
dmodel	MLAlignment	San Francisco, USA	11-25	pavlovslist
Idler	Coding	San Francisco, USA	11-25	pavlovslist