agent · ai-coding-agents
Tabnine vs Zed AI
55 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 32 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Tabnine | Zed AI |
|---|---|---|
| Audit trail· | 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 | no public information zed.dev · checked Aug 7, 2026 |
| Runtime governance· | centralized visibility, granular access controls, policy enforcement “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · checked Aug 1, 2026 | “Sandboxing Zed supports sandboxing to restrict what agents can do while using the terminal and fetch tools.”zed.dev · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Permission scopes· | granular access controls “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · checked Aug 1, 2026 | no public information zed.dev · checked Aug 7, 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 | no public information zed.dev · checked Aug 7, 2026 |
Agency
| Field | Tabnine | Zed AI |
|---|---|---|
| Operating environment· | 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 | no public information zed.dev · checked Aug 7, 2026 |
Safety
| Field | Tabnine | Zed AI |
|---|---|---|
| Data handling· | no data leaves your infrastructure “In air-gapped or secure environments, no data leaves your infrastructure.”tabnine.com · checked Aug 1, 2026 | no public information zed.dev · checked Aug 7, 2026 |
Practicality
| Field | Tabnine | Zed AI |
|---|---|---|
| Availability· | no public information zed.dev · checked Aug 7, 2026 | |
| Deployment options· | SaaS, on-prem, or fully air-gapped “Deploy anywhere — SaaS, on-prem, or fully air-gapped”tabnine.com · checked Aug 1, 2026 | no public information zed.dev · checked Aug 7, 2026 |
| Integrations· | most of the popular modern IDEs “It works seamlessly with most of the popular modern IDEs.”tabnine.com · checked Aug 1, 2026 | “Bring agents like Claude Agent, Codex, or OpenCode via ACP. Connect MCP servers for extending the agent's knowledge.”zed.dev · checked Aug 7, 2026 |
| Support model· | 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 | no public information zed.dev · checked Aug 7, 2026 |
Foundation models
| Field | Tabnine | Zed AI |
|---|---|---|
| Base models· | 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 swappable· | 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 | “Zed doesn't lock you into one model, it gives you the fastest way to collaborate with any agent.”zed.dev · checked Aug 7, 2026 |
| Open weights· | no public information tabnine.com · checked Aug 1, 2026 | |
| Fine-tuning· | “Fine-tuning models on repos/internal codebases.”tabnine.com · checked Aug 1, 2026 | no public information zed.dev · checked Aug 7, 2026 |
Ecosystem
| Field | Tabnine | Zed AI |
|---|---|---|
| Protocols supported· | no public information tabnine.com · checked Aug 1, 2026 | “Connect MCP servers for extending the agent's knowledge.”zed.dev · checked Aug 7, 2026 |
| Tool use· | no public information tabnine.com · checked Aug 1, 2026 | “Sandboxing Zed supports sandboxing to restrict what agents can do while using the terminal and fetch tools.”zed.dev · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Multi-agent· | 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 | “Parallel Agents Run multiple threads of your favorite agents across several projects so you never leave your flow.”zed.dev · checked Aug 7, 2026 |
| Open source· | no public information tabnine.com · checked Aug 1, 2026 | “Edit Prediction An open-source, open-data language model that predicts what you'll type next.”zed.dev · checked Aug 7, 2026 |
| Marketplace presence· | “Growing extensions ecosystem Boost your Zed experience by choosing from hundreds of extensions that broaden language support, offer different themes, and more. Create Extension View All Extensions”zed.dev · checked Aug 7, 2026 |
Impact
| Field | Tabnine | Zed AI |
|---|---|---|
| User base· | no public information zed.dev · checked Aug 7, 2026 | |
| Deployment scale· | 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 | no public information zed.dev · checked Aug 7, 2026 |
| Target sectors· | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 | no public information zed.dev · checked Aug 7, 2026 |
| High-risk domains· | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 | no public information zed.dev · checked Aug 7, 2026 |
Disclosed by neither
Both Tabnine and Zed AI publish nothing on these 32 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 32 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
- Pricing model
- Price point
- Supported regions
- Model provider
- 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
- Explainability
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Tabnine and Zed AI compare on operating environment?
- Tabnine: IDEs, and deployment environments. Zed AI: no public information disclosed.
- How do Tabnine and Zed AI compare on user base?
- Tabnine: millions of developers. Zed AI: no public information disclosed.
- How do Tabnine and Zed AI compare on deployment scale?
- Tabnine: millions of developers and thousands of companies. Zed AI: no public information disclosed.
- How do Tabnine and Zed AI compare on target sectors?
- Tabnine: Mission-Critical and Highly Secure Environments. Zed AI: no public information disclosed.
- How do Tabnine and Zed AI compare on high-risk domains?
- Tabnine: Mission-Critical and Highly Secure Environments. Zed AI: no public information disclosed.
- How do Tabnine and Zed AI compare on availability?
- Tabnine: stable and mature. Zed AI: no public information disclosed.