Top RL EnvironmentsAn independent guide to RL environment vendors

Compare vendors / Turing

Turing

Data major with UI clones of Jira, Salesforce and Zendesk plus MCP backends

Data majorApp replicasTool useCoding and SWEComputer useDomain experts

Turing sells UI environments that replicate enterprise and consumer apps such as Jira, Salesforce and Zendesk, and backend MCP environments with APIs, tool calls and policies, schemas and seed data written by subject-matter experts. Its research lab publishes benchmarks including CyberStrike, KernelQuest and SDLCbench. Epoch AI names it among data providers selling RL environments.

Best for: Enterprise app replicas with expert-written policies and seed data

$111M Series E (Mar 2025); $225M total

  • – Bespoke builds
  • – Platform or hub
  • – Open source
  • – Publishes prices
Visit Turing

Facts checked November 9, 2026 against the sources listed below. Turing does not pay to appear here.

1 Legal nameTuring Enterprises, Inc.
2 HeadquartersSan Francisco, CA
3 Founded2018
4 Team200+ (reported); claims 4M+ experts
5 DeliveryCatalog licensing
6 ExclusivityNot disclosed
7 Customers and partnersTechCrunch described it in 2025 as a key coding-data provider for OpenAI; no RL-environment buyer is publicly confirmed.
8 Published pricesNot disclosed

Where we recommend them

Worth knowing before you sign

  • Lab customer claims on its site are self-claimed
  • SOC 2 and security certifications not publicly confirmed
  • Most environments are proprietary; its one open set is non-commercial
  • Funding totals conflict across sources ($225M to $334M)

Go to Turing's site

Sources

  1. Turing RL environments page
  2. rl-list profile
  3. TechCrunch: $111M Series E
  4. Series E press release
  5. Turing benchmarks
  6. Epoch AI: RL environments FAQ
  7. pavlovslist directory

Work at Turing? Send corrections with a source to editors@toprlenvironments.com. We fix verified errors within five business days.

Compare with

  • Prime Intellect Runs the Environments Hub, open-source RL tooling and hosted RL training
  • HUD Platform and marketplace for building, buying and running RL environments
  • General Reasoning Hosts RL environments as API endpoints through OpenReward
  • Veris AI Simulated copies of a company’s systems for testing and training enterprise agents
  • Vmax Generates new environments automatically from your data and evals