Sweep vs Tabnine
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Sweep if you want fast ai coding assistant for jetbrains ides with an embedded agent (Copilot, freemium); choose Tabnine if you want privacy-first ai coding assistant with on-prem and air-gapped deployment (Copilot, subscription).
| Sweep | Tabnine | |
|---|---|---|
| What it is | Fast AI coding assistant for JetBrains IDEs with an embedded agent | Privacy-first AI coding assistant with on-prem and air-gapped deployment |
| Type | product-with-agents | product-with-agents |
| Autonomy | Copilot | Copilot |
| Pricing | freemium · $10/mo (Basic) | subscription · $39/user/mo Code Assistant; $59/user/mo Agentic (annual, reported) |
| Best for | developers | enterprise, mid-market, developers |
| Deployment | saas | saas, self-hosted, on-prem |
| Modalities | text, code | text, code |
| Models | proprietary, claude | model-agnostic, proprietary |
| Protocols | mcp, function-calling | mcp, function-calling, rest-api |
| Integrations | JetBrains IDEs, Git, VS Code, Zed | VS Code, JetBrains, Jira, GitHub, GitLab |
| Capabilities | 4 documented | 4 documented |
Sweep
- +Purpose-built for JetBrains, a major IDE family underserved by AI-first editors, leveraging native static analysis
- +Custom sub-100ms autocomplete plus a full agent in one plugin
- +Privacy-friendly: SOC 2 and zero-data-retention claims, bring-your-own-key, and a self-hostable path
- -Narrow surface: JetBrains-first, with VS Code and Zed support still early
- -Young, small team with a recent pivot and short track record
Tabnine
- +Strong privacy posture: zero code retention, on-prem and fully air-gapped options
- +Enterprise compliance (GDPR, SOC 2, ISO 27001) and bring-your-own-LLM
- +Context engine grounds completions and agents in your own codebase
- -Pricier than mainstream assistants, with no free agentic tier
- -Positioned almost entirely at enterprise/compliance buyers
Which should you choose?
Sweep is fast ai coding assistant for jetbrains ides with an embedded agent, best for developers. Tabnine is privacy-first ai coding assistant with on-prem and air-gapped deployment, best for enterprise, mid-market, developers. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.