AI Governance Safety & Evaluation Enterprise Only

Refresh

Verifiable simulation environments for coding and computer-use agents

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PricingEnterprise Only
Starting priceContact sales
Free planNo
Free trialYes
APIUnknown
Open sourceNo
DeploymentManaged Service | Custom Simulation Environments
Last verifiedJuly 30, 2026
Overview

Tool overview

Refresh is listed under AI Governance Safety & Evaluation AI tools.

Summary

What is Refresh?

Refresh builds simulated software worlds for evaluating and training coding and computer-use agents. Its environments include terminal-based engineering tasks, long-horizon MCP tool gyms, and high-fidelity replicas of connected enterprise applications.

Best fit

Best for

AI labs and enterprises training or evaluating coding and computer-use agents

Audience

Who is it for?

Frontier AI labsAgent evaluation teamsReinforcement-learning researchersEnterprise AI teamsSoftware-agent developers
Recommendation

Decision note

Suitable for evaluation after confirming final commercial terms, permissions, lifecycle, domain changes, and edit-screen aliases. Keep Needs Review enabled until a human verifies the published profile.

Capabilities

Key features

Terminal-style software-engineering environments

Long-horizon MCP tool gyms

High-fidelity computer-use software worlds

Deterministic and rubric-based verifiers

Tasks sourced from real frontier-model failures

Environments for evaluation, SFT, and reinforcement learning

Workflows

Use cases

Training coding agents with verifiable rewards

Evaluating computer-use agents

Reproducing frontier-model failure cases

Turning enterprise workflows into measurable tasks

Building bespoke datasets and simulation gyms

Strengths

Pros

  • Focuses on objective verifiable rewards
  • Covers terminal, MCP, GUI, and connected-app work
  • Builds environments from real model failures
  • Works with frontier labs and enterprises
Considerations

Cons

  • Commercial pricing is not public
  • Custom environments require expert scoping
  • Simulations may not capture every production condition
Considerations

Limitations

Simulation results do not prove safe or reliable real-world agent performance. Customers should validate environment fidelity, verifier design, task coverage, data rights, reward hacking, and transfer to production workflows.

Cost

Pricing details

Pricing modelEnterprise Only
Starting priceContact sales
Free planNo
Free trialYes
Pricing context

Billing options

Custom environment contractBespoke dataset engagement
Pricing context

Pricing note

Refresh provides custom environments, evaluations, and bespoke datasets through direct commercial engagements. No standard public amount, ongoing free plan, or self-service product trial is published.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

Terminals

MCP tools

Enterprise applications

EHR software

Software development tools

Specs

Technical details

PlatformsWeb
Multilingual supportUnknown
Login requiredUnknown
Open sourceNo
DeploymentManaged Service | Custom Simulation Environments
CompanyRefresh
Launch year2025
Models / versionsTerminal environments MCP tool gyms Computer-use software worlds
Editions / plansFree, Basic, Professional, Organization, and Custom plans
Data confidenceHigh
Last verifiedJuly 30, 2026
Documentation → Release notes → Data source →
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Answers

Frequently asked questions

Refresh builds simulated software worlds for evaluating and training coding and computer-use agents. Its environments include terminal-based engineering tasks, long-horizon MCP tool gyms, and high-fidelity replicas of connected enterprise applications.
AI labs and enterprises training or evaluating coding and computer-use agents
The listed pricing model for Refresh is Enterprise only. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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