Ovren vs Refact.ai
55 fields both were evaluated on, 33 of them different — including where one discloses something the other does not. Every value links to the document it came from. 22 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Ovren | Refact.ai |
|---|---|---|
| Audit trail· | “Execution log › Connecting to repository... › Reading codebase: 312 files indexed › ✎ Editing src/components/Dashboard.tsx › ✎ Editing src/lib/analytics.ts › Running type check... passed › Build successful ↑ Code update #47 feat: add dashboard analytics · 3 files changed Review →”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Explainability· | “delivers a structured code update with a full execution report”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | |
| Runtime governance· | “You review and approve. No prompting required.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Permission scopes· | “We never push directly to your main version or modify existing work without your approval.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Settlement mechanism· | “You review and approve. No prompting required.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| SLA terms· | “Team is a custom plan for larger organizations with unlimited developers, credits, SSO, and SLA.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Evaluation coverage· | Self-reports that roughly 9 in 10 generated changes are correct on the first attempt. “9 in 10 changes land right the first time”www.ovren.ai · checked Sep 2, 2026 | no public information refact.ai · checked Aug 1, 2026 |
Agency
| Field | Ovren | Refact.ai |
|---|---|---|
| Autonomy level· | Code changes are generated autonomously but never go live without explicit human review and approval. “Nothing goes live until it's reviewed and approved — by you or your developer.”www.ovren.ai · checked Sep 2, 2026 | “Autonomous AI agent Delegate your coding tasks end-to-end Just describe what you need — Refact.ai Agent plans, executes, and deploys.”refact.ai · checked Aug 1, 2026 |
| Human oversight· | “You review and approve. No prompting required.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | “It works like another developer in your IDE, integrating with your codebase and stack, while letting you preview and control the process.”refact.ai · checked Aug 1, 2026 |
| Goal complexity· | “Assign them a task — no setup needed.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | |
| Action space· | “Implements UI features, refactors components, and fixes visual bugs across your frontend codebase.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | “Refact.ai Agent accesses your resources and handles related operations autonomously, mimicking your workflow.”refact.ai · checked Aug 1, 2026 |
| Operating environment· | “Link your GitHub project with one click. Ovren reads your codebase securely.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | Runs inside the developer's IDE, working against their codebase and stack “It works like another developer in your IDE, integrating with your codebase and stack, while letting you preview and control the process.”refact.ai · checked Aug 1, 2026 |
| Initiative· | “AI engineers pull tasks, run in parallel, and deliver code updates ready for review — no manual assignment needed.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
Safety
| Field | Ovren | Refact.ai |
|---|---|---|
| Safety evaluations· | Each change ships with an execution report that includes any risks the system flagged during that change, i.e. a per-change risk assessment. “A full execution report on every change — what Ovren understood, the files it changed and any risks it flagged, in Ovren next to the pull request.”www.ovren.ai · checked Sep 2, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Safety policy· | “Your code is processed in isolated, ephemeral environments and is never stored permanently. We do not train on your code, share it with third parties, or retain it beyond the task session.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Usage restrictions· | “We never push directly to your main version or modify existing work without your approval.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Data handling· | “Your code is processed in isolated, ephemeral environments and is never stored permanently. We do not train on your code, share it with third parties, or retain it beyond the task session.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | On-premise deployment offered as the data-control option; no retention, training-use or deletion terms published on the page checked “On-premise deployment keeps your code private and fully under your control. It provides maximum security and complete data ownership.”refact.ai · checked Aug 1, 2026 |
Practicality
| Field | Ovren | Refact.ai |
|---|---|---|
| Pricing model· | “Credits represent execution effort — one task typically uses 1–3 credits.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Price point· | “Pro is $20 and includes 50 credits with 2 AI developers (Frontend + Backend).”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | |
| Availability· | “Start free View pricing”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | Hosted service being discontinued - the homepage carries a banner stating Refact Cloud is shutting down soon “Refact Cloud is shutting down soon”refact.ai · checked Aug 1, 2026 |
| Deployment options· | “Link your GitHub project with one click.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Integrations· | “Link your GitHub project with one click.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Support model· | “Team is a custom plan for larger organizations with unlimited developers, credits, SSO, and SLA.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | "Priority support and onboarding" named as a paid-tier feature; no response times or remedies published “Priority support and onboarding”refact.ai · checked Aug 1, 2026 |
Foundation models
| Field | Ovren | Refact.ai |
|---|---|---|
| Base models· | no public information www.ovren.ai · checked Sep 2, 2026 | “Powered by Qwen2.5-Coder model and Retrieval-augmented generation (RAG)”refact.ai · checked Aug 1, 2026 |
| Model provider· | no public information www.ovren.ai · checked Sep 2, 2026 | “Use Claude 4, GPT-4o, or GPT-4o mini with AI Agent or for chat queries. Bring your own key Connect your API key and use any LLM: Gemini, Grok, OpenAI, Deepseek, and others.”refact.ai · checked Aug 1, 2026 |
| Model swappable· | no public information www.ovren.ai · checked Sep 2, 2026 | “Bring your own key Connect your API key and use any LLM: Gemini, Grok, OpenAI, Deepseek, and others.”refact.ai · checked Aug 1, 2026 |
| Fine-tuning· | no public information www.ovren.ai · checked Sep 2, 2026 | “Fine-tune LLMs Train AI on your stack to customize its behavior.”refact.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Ovren | Refact.ai |
|---|---|---|
| Tool use· | “Execution log › Connecting to repository... › Reading codebase: 312 files indexed › ✎ Editing src/components/Dashboard.tsx › ✎ Editing src/lib/analytics.ts › Running type check... passed › Build successful”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | “Refact.ai Agent accesses your resources and handles related operations autonomously, mimicking your workflow.”refact.ai · checked Aug 1, 2026 |
| Multi-agent· | “FE and BE running in parallel Both engineers work simultaneously on their respective task queues.”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
| Open source· | no public information www.ovren.ai · checked Sep 2, 2026 | Self-described as open source in the homepage headline; no licence named on the page checked “Your Open-Source, Autonomous AI Agent”refact.ai · checked Aug 1, 2026 |
| Marketplace presence· | no public information www.ovren.ai · checked Sep 2, 2026 | Plugins published for VS Code, JetBrains IDEs (PyCharm, WebStorm, GoLand, IntelliJ, CLion), Visual Studio, Neovim and Sublime Text; several marked beta “Download Refact.ai plugins: VS Code JetBrains Visual Studio beta Neovim beta Sublime Text beta PyCharm WebStorm GoLand IntelliJ CLion”refact.ai · checked Aug 1, 2026 |
Impact
| Field | Ovren | Refact.ai |
|---|---|---|
| User base· | no public information www.ovren.ai · checked Sep 2, 2026 | |
| Deployment scale· | “Start free View pricing FAQ”www.ovren.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information refact.ai · checked Aug 1, 2026 |
Disclosed by neither
Both Ovren and Refact.ai publish nothing on these 22 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 22 identical table rows. Each is shown with its source check on the individual profiles.
- Target sectors
- High-risk domains
- Documented incidents
- Supported regions
- Open weights
- Context window
- Protocols supported
- API access
- Red teaming
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Dispute process
Questions
- How do Ovren and Refact.ai compare on open source?
- Ovren: no public information disclosed. Refact.ai: Self-described as open source in the homepage headline; no licence named on the page checked.
- How do Ovren and Refact.ai compare on marketplace presence?
- Ovren: no public information disclosed. Refact.ai: Plugins published for VS Code, JetBrains IDEs (PyCharm, WebStorm, GoLand, IntelliJ, CLion), Visual Studio, Neovim and Sublime Text; several marked beta.
- How do Ovren and Refact.ai compare on safety evaluations?
- Ovren: Each change ships with an execution report that includes any risks the system flagged during that change, i.e. a per-change risk assessment.. Refact.ai: no public information disclosed.
- How do Ovren and Refact.ai compare on evaluation coverage?
- Ovren: Self-reports that roughly 9 in 10 generated changes are correct on the first attempt.. Refact.ai: no public information disclosed.