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.
This comparison is generated from the sourced Sweep and Tabnine profiles. Open either profile to review its evidence and last-reviewed date.