# Sweep vs Zencoder

**Leader by Vioscale score:** Sweep

| Attribute | Sweep | Zencoder |
|---|---|---|
| **Vioscale score** | 64.8 (55% (medium)) | 56.3 (58% (medium)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"air_gapped":true,"self_hosted":true}` |
| description.long | A specialized coding assistant plugin for JetBrains IDEs that provides next-edit autocomplete suggestions and agentic coding capabilities. Uses proprietary models with privacy-first design and zero data retention. | An orchestration system that assigns different frontier models to different development stages—planning with Claude Opus, building with Google Gemini, reviewing with OpenAI Codex—within a single subscription. Reduces costs and avoids vendor lock-in. |
| features.capabilities | `{"form":"inline_completion","autonomy":"agentic","oss_client":"closed","model_source":"single_vendor","pricing_model":"per_seat","runs_commands":true,"self_hostable":false,"editor_support":"JetBrains IDEs (IntelliJ IDEA, PyCharm, WebStorm, GoLand, PhpStorm, Rider, CLion","codebase_context":"repo_wide","multi_file_edits":true,"enterprise_controls":true,"zero_data_retention":true}` | `{"form":"autonomous_agent","autonomy":"autonomous","languages":"Multi-language support via model flexibility","oss_client":"closed","model_source":"model_agnostic","runs_commands":true,"self_hostable":true,"editor_support":"VS Code, JetBrains IDEs","codebase_context":"repo_wide","multi_file_edits":true,"enterprise_controls":true,"zero_data_retention":false}` |
| integrations.count | 3 | 100 |
| integrations.list | `[{"name":"Web Search"},{"name":"Fetch Tools"},{"name":"Remote MCP Servers"}]` | `[{"name":"Miro"},{"name":"Jira"},{"name":"Slack"},{"name":"Notion"},{"name":"Gmail"},{"name":"Calendar"},{"name":"GitHub"},{"name":"GitLab"},{"name":"VS Code"},{"name":"JetBrains"},{"name":"Okta"},{"name":"Google Workspace"},{"name":"CI/CD tools"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | - | `{"cli":true,"mac":true,"web":true,"linux":true,"windows":true}` |
| pricing | `{"type":"subscription","plans":[{"free":true,"name":"Free Trial","summary":"Free trial with $5 API credits","features":["1,000 Autocompletes","$5 API credits included","All JetBrains IDEs supported","Privacy Mode available"],"description":"Try Sweep risk-free","contactSales":false,"includedLimits":{"api_credits":"$5 included","autocompletes":"1,000"}},{"free":false,"name":"Basic","summary":"$10/month","features":["Unlimited autocomplete"],"commitment":"monthly","components":[{"kind":"fixed","amount":10,"period":"month","currency":"USD"}],"contactSales":false},{"free":false,"name":"Pro","summary":"$20/month","features":["Unlimited autocomplete","More API credits","Priority support"],"commitment":"monthly","components":[{"kind":"fixed","amount":20,"period":"month","currency":"USD"}],"description":"For power users","contactSales":false},{"free":false,"name":"Ultra","summary":"$60/month","features":["Unlimited autocomplete","Highest API credit allocation"],"commitment":"monthly","components":[{"kind":"fixed","amount":60,"period":"month","currency":"USD"}],"description":"Maximum productivity","contactSales":false}],"addOns":[{"name":"API credit top-ups"}],"summary":"Free trial. From $10/month for unlimited autocomplete; $20 Pro and $60 Ultra for power users.","currency":"USD","freeTier":true,"sourceUrl":"https://sweep.dev/pricing","retrievedAt":"2026-08-13T23:03:57.752Z","startingPrice":{"amount":10,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | `{"type":"subscription","plans":[{"free":false,"name":"Pro","summary":"$45/user/mo or $40/user/mo billed annually","features":["30,000 monthly credits","On-demand credit top-ups","2,000+ integrations","Frontier models (OpenAI, Claude, Gemini)","Unlimited BYOK usage","Zenflow Desktop & IDE plugins"],"commitment":"monthly","components":[{"kind":"fixed","amount":45,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"monthly_credits":"30,000"}},{"free":false,"name":"Pro Plus","summary":"$95/user/mo or $85/user/mo billed annually","features":["80,000 monthly credits","Shared team credit pool","Multi-repository indexing","Analytics dashboard","SSO & audit logs"],"commitment":"monthly","components":[{"kind":"fixed","amount":95,"period":"month","currency":"USD"}],"description":"Includes Pro, with:","contactSales":false,"includedLimits":{"monthly_credits":"80,000"}},{"free":false,"name":"Pro Max","summary":"$195/user/mo or $175/user/mo billed annually","features":["180,000 monthly credits","Priority support"],"commitment":"monthly","components":[{"kind":"fixed","amount":195,"period":"month","currency":"USD"}],"description":"Includes Pro Plus, with:","contactSales":false,"includedLimits":{"monthly_credits":"180,000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing, contact sales","features":["Prepaid usage plans","Unlimited multi-repository indexing","Dedicated customer success manager","Private deployment","Professional services"],"description":"Includes Pro Max, with:","contactSales":true}],"addOns":[{"name":"Credit top-ups","components":[{"kind":"fixed","amount":20,"period":"one_time","currency":"USD","description":"Minimum top-up"}]}],"summary":"From $40/user/mo (billed annually). Free 7-day trial with 5,000 credits. Credit-based consumption model with monthly refresh.","currency":"USD","freeTier":true,"sourceUrl":"https://zencoder.ai/","retrievedAt":"2026-08-03T20:22:12.011Z","freeTrialDays":7,"startingPrice":{"amount":45,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | commercial |
| pricing.price_level | low | unknown |
| pricing.transparent | yes | no |
| reliability.status_page | - | yes |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | yes | yes |

## Capabilities (AI Coding Assistants)

| Capability | Sweep | Zencoder |
|---|:--:|:--:|
| **Core** |  |  |
| Form | Inline completion | Autonomous agent |
| Autonomy level | Agentic | Autonomous |
| **Surface** |  |  |
| Editor / surface support | JetBrains IDEs (IntelliJ IDEA, PyCharm, WebStorm, GoLand, PhpStorm, Rider, CLion | VS Code, JetBrains IDEs |
| **AI** |  |  |
| Model source | Single-vendor | Model-agnostic (BYO key) |
| **Deployment** |  |  |
| Self-hostable / air-gapped | ✗ | ✓ |
| **Context** |  |  |
| Codebase context | Repo-wide indexing | Repo-wide indexing |
| **Editing** |  |  |
| Multi-file edits | ✓ | ✓ |
| **Agentic** |  |  |
| Runs commands / tools | ✓ | ✓ |
| **Data** |  |  |
| Zero-data-retention option | ✓ | ✗ |
| **Security** |  |  |
| Enterprise controls | ✓ | ✓ |
| **Ecosystem** |  |  |
| Language coverage | - | Multi-language support via model flexibility |
| **Commercial** |  |  |
| Pricing model | Per-seat | - |
| **Licensing** |  |  |
| Open-source client | Closed | Closed |

*Source: Vioscale. Generated 2026-09-01T15:21:44.664Z. "-" = undocumented, not absent.*