agent · ai-coding-agents
Kilo Code vs Refact.ai
55 fields both were evaluated on, 28 of them different — including where one discloses something the other does not. Every value links to the document it came from. 27 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Kilo Code | Refact.ai |
|---|---|---|
| Audit trail· | “Audit the prompt, context window, and decisions in MIT-licensed source.”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Explainability· | “Audit the prompt, context window, and decisions in MIT-licensed source.”kilo.ai · checked Aug 8, 2026 |
Agency
| Field | Kilo Code | Refact.ai |
|---|---|---|
| Autonomy level· | no public information kilo.ai · checked Aug 8, 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· | no public information kilo.ai · checked Aug 8, 2026 | “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· | no public information kilo.ai · checked Aug 8, 2026 | |
| Action space· | no public information kilo.ai · checked Aug 8, 2026 | “Refact.ai Agent accesses your resources and handles related operations autonomously, mimicking your workflow.”refact.ai · checked Aug 1, 2026 |
| Operating environment· | VS Code, JetBrains, IntelliJ, PyCharm, WebStorm, CLI, Cloud Agents, Slack “Kilo works where you work. Build alone or with your team. VS Code JetBrains IntelliJ PyCharm WebStorm CLI Cloud Agents Slack”kilo.ai · checked Aug 8, 2026 | 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 |
Safety
| Field | Kilo Code | Refact.ai |
|---|---|---|
| Data handling· | 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 | Kilo Code | Refact.ai |
|---|---|---|
| Pricing model· | “Aligned pricing Models at cost. No markup. No lock-in.”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Price point· | ||
| Availability· | 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· | VS Code, JetBrains, CLI, Cloud “Choose where to start with Kilo VS Code JetBrains CLI Cloud”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Integrations· | VS Code, JetBrains, IntelliJ, PyCharm, WebStorm, CLI, Cloud Agents, Slack “VS Code JetBrains IntelliJ PyCharm WebStorm CLI Cloud Agents Slack”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Support model· | no public information kilo.ai · checked Aug 8, 2026 | "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 | Kilo Code | Refact.ai |
|---|---|---|
| Base models· | “500+ models, zero markup: frontier, open weight, or your own keys.”kilo.ai · checked Aug 8, 2026 | “Powered by Qwen2.5-Coder model and Retrieval-augmented generation (RAG)”refact.ai · checked Aug 1, 2026 |
| Model provider· | “500+ models, zero markup: frontier, open weight, or your own keys.”kilo.ai · checked Aug 8, 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· | “Bring your own key Connect your API key and use any LLM: Gemini, Grok, OpenAI, Deepseek, and others.”refact.ai · checked Aug 1, 2026 | |
| Open weights· | “500+ models, zero markup: frontier, open weight, or your own keys.”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Fine-tuning· | no public information kilo.ai · checked Aug 8, 2026 | “Fine-tune LLMs Train AI on your stack to customize its behavior.”refact.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Kilo Code | Refact.ai |
|---|---|---|
| Protocols supported· | MCP (Model Context Protocol) “Does Kilo support MCP (Model Context Protocol)?”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Tool use· | no public information kilo.ai · checked Aug 8, 2026 | “Refact.ai Agent accesses your resources and handles related operations autonomously, mimicking your workflow.”refact.ai · checked Aug 1, 2026 |
| Multi-agent· | “Agent command center One portal for every agent Control every agent from one place across IDEs, CLI, and cloud. Local and cloud agents Parallel isolated worktrees”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Open source· | MIT-licensed open source; vendor states users can inspect, fork, modify and self-host the agent. “Open source No black boxes. Inspect everything. Audit the prompt, context window, and decisions in MIT-licensed source. Fork, modify, self-host”kilo.ai · checked Sep 9, 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· | 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 | Kilo Code | Refact.ai |
|---|---|---|
| User base· | ||
| Deployment scale· | Vendor-reported: "5M+ Kilo Coders" and "10T+ tokens processed every month". No independent counter is named. “5M+ Kilo Coders 10T+ tokens processed every month”kilo.ai · checked Sep 9, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Target sectors· | developers at the world's most innovative companies “Trusted by developers at the world's most innovative companies”kilo.ai · checked Aug 8, 2026 | no public information refact.ai · checked Aug 1, 2026 |
| Documented incidents· | Disclosed a security incident at business-intelligence provider Metabase impacting Kilo Code data (originally Aug 7, 2026), with the latest update posted Aug 14, 2026 23:19 UTC. “Metabase Incident Impacting Kilo Code Data August 14, 2026 23:19 UTC Update Aug 7, 2026”kilo.ai · checked Aug 18, 2026 Not in our latest capture. We captured this page again on Sep 16, 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 Kilo Code and Refact.ai publish nothing on these 27 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 27 identical table rows. Each is shown with its source check on the individual profiles.
- Initiative
- High-risk domains
- Supported regions
- Context window
- API access
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Runtime governance
- Permission scopes
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Kilo Code and Refact.ai compare on operating environment?
- Kilo Code: VS Code, JetBrains, IntelliJ, PyCharm, WebStorm, CLI, Cloud Agents, Slack. Refact.ai: Runs inside the developer's IDE, working against their codebase and stack.
- How do Kilo Code and Refact.ai compare on deployment scale?
- Kilo Code: Vendor-reported: "5M+ Kilo Coders" and "10T+ tokens processed every month". No independent counter is named.. Refact.ai: no public information disclosed.
- How do Kilo Code and Refact.ai compare on target sectors?
- Kilo Code: developers at the world's most innovative companies. Refact.ai: no public information disclosed.
- How do Kilo Code and Refact.ai compare on documented incidents?
- Kilo Code: Disclosed a security incident at business-intelligence provider Metabase impacting Kilo Code data (originally Aug 7, 2026), with the latest update posted Aug 14, 2026 23:19 UTC.. Refact.ai: no public information disclosed.
- How do Kilo Code and Refact.ai compare on deployment options?
- Kilo Code: VS Code, JetBrains, CLI, Cloud. Refact.ai: no public information disclosed.
- How do Kilo Code and Refact.ai compare on integrations?
- Kilo Code: VS Code, JetBrains, IntelliJ, PyCharm, WebStorm, CLI, Cloud Agents, Slack. Refact.ai: no public information disclosed.