agent · ai-coding-agents
Sweep AI vs Tabnine
55 fields both were evaluated on, 26 of them different — including where one discloses something the other does not. Every value links to the document it came from. 29 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Sweep AI | Tabnine |
|---|---|---|
| Audit trail· | no public information sweep.dev · checked Aug 1, 2026 | full auditability across users, teams, and workspaces “Tabnine gives you centralized visibility, granular access controls, policy enforcement, and full auditability across users, teams, and workspaces”tabnine.com · checked Aug 1, 2026 |
| Runtime governance· | no public information sweep.dev · checked Aug 1, 2026 | centralized visibility, granular access controls, policy enforcement “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · checked Aug 1, 2026 |
| Permission scopes· | no public information sweep.dev · checked Aug 1, 2026 | granular access controls “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · checked Aug 1, 2026 |
| Compliance certifications· | GDPR, ISO 9001:2015, ISO/IEC 27001, and SOC 2, per the vendor's trust center. “GDPR ISO 9001:2015 ISO/IEC 27001 SOC 2”trust.tabnine.com · checked Aug 30, 2026 | |
| Regulatory alignment· | no public information tabnine.com · checked Aug 1, 2026 |
Agency
| Field | Sweep AI | Tabnine |
|---|---|---|
| Operating environment· | no public information sweep.dev · checked Aug 1, 2026 | IDEs, and deployment environments “Tabnine provides the context layer that makes AI reliable in the enterprise. Our AI Coding Platform brings that context into the developer workflow, and the Enterprise Context Engine makes it available to any agent or tool—across preferred models, IDEs, and deployment environments.”tabnine.com · checked Aug 1, 2026 |
Safety
| Field | Sweep AI | Tabnine |
|---|---|---|
| Safety policy· | “Privacy-first Enterprise-ready with SOC 2 compliance and zero data retention.”sweep.dev · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Data handling· | no data leaves your infrastructure “In air-gapped or secure environments, no data leaves your infrastructure.”tabnine.com · checked Aug 1, 2026 |
Practicality
| Field | Sweep AI | Tabnine |
|---|---|---|
| Pricing model· | no public information tabnine.com · checked Aug 1, 2026 | |
| Price point· | no public information tabnine.com · checked Aug 1, 2026 | |
| Availability· | ||
| Deployment options· | SaaS, on-prem, or fully air-gapped “Deploy anywhere — SaaS, on-prem, or fully air-gapped”tabnine.com · checked Aug 1, 2026 | |
| Integrations· | “Works with all JetBrains IDEs IntelliJ IDEA, PyCharm, Android Studio, WebStorm, PhpStorm, Rider, and more.”sweep.dev · checked Aug 1, 2026 | most of the popular modern IDEs “It works seamlessly with most of the popular modern IDEs.”tabnine.com · checked Aug 1, 2026 |
| Support model· | no public information sweep.dev · checked Aug 1, 2026 | responds, at most, within hours of the inquiry / issue “Their support is great and responds, at most, within hours of the inquiry / issue.”tabnine.com · checked Aug 1, 2026 |
Foundation models
| Field | Sweep AI | Tabnine |
|---|---|---|
| Base models· | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 | a good variety of AI models, including the most recent ones “They have a good variety of AI models, including the most recent ones.”tabnine.com · checked Aug 1, 2026 |
| Model provider· | “Sweep uses our own LLMs for unmatched price, performance, and security.”sweep.dev · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Model swappable· | no public information sweep.dev · checked Aug 1, 2026 | supports multiple models and lets developers select the one they prefer “Can developers choose their preferred LLM? Yes. Tabnine supports multiple models and lets developers select the one they prefer.”tabnine.com · checked Aug 1, 2026 |
| Fine-tuning· | no public information sweep.dev · checked Aug 1, 2026 | “Fine-tuning models on repos/internal codebases.”tabnine.com · checked Aug 1, 2026 |
Ecosystem
| Field | Sweep AI | Tabnine |
|---|---|---|
| Protocols supported· | no public information tabnine.com · checked Aug 1, 2026 | |
| Tool use· | “Web Search & Fetch Tools - Browse the web from Sweep”sweep.dev · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Multi-agent· | no public information sweep.dev · checked Aug 1, 2026 | offers AI agents for every stage of the SDLC, from planning and code creation to testing and documentation “Tabnine offers AI agents for every stage of the SDLC, from planning and code creation to testing and documentation.”tabnine.com · checked Aug 1, 2026 |
| Marketplace presence· |
Impact
| Field | Sweep AI | Tabnine |
|---|---|---|
| User base· | ||
| Deployment scale· | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 | millions of developers and thousands of companies “Tabnine is the original AI coding assistant trusted by millions of developers and thousands of companies”tabnine.com · checked Aug 1, 2026 |
| Target sectors· | “Trusted every day by thousands of professional developers.”sweep.dev · checked Aug 1, 2026 | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 |
| High-risk domains· | no public information sweep.dev · checked Aug 1, 2026 | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 |
Disclosed by neither
Both Sweep AI and Tabnine publish nothing on these 29 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 29 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Initiative
- Documented incidents
- Supported regions
- Open weights
- Context window
- API access
- Open source
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Sweep AI and Tabnine compare on operating environment?
- Sweep AI: no public information disclosed. Tabnine: IDEs, and deployment environments.
- How do Sweep AI and Tabnine compare on high-risk domains?
- Sweep AI: no public information disclosed. Tabnine: Mission-Critical and Highly Secure Environments.
- How do Sweep AI and Tabnine compare on support model?
- Sweep AI: no public information disclosed. Tabnine: responds, at most, within hours of the inquiry / issue.
- How do Sweep AI and Tabnine compare on model swappable?
- Sweep AI: no public information disclosed. Tabnine: supports multiple models and lets developers select the one they prefer.
- How do Sweep AI and Tabnine compare on multi-agent?
- Sweep AI: no public information disclosed. Tabnine: offers AI agents for every stage of the SDLC, from planning and code creation to testing and documentation.
- How do Sweep AI and Tabnine compare on audit trail?
- Sweep AI: no public information disclosed. Tabnine: full auditability across users, teams, and workspaces.