agent · ai-coding-agents
Devin vs Tabnine
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 | Devin | Tabnine |
|---|---|---|
| Audit trail· | no public information devin.ai · 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 devin.ai · 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 devin.ai · 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· | no public information devin.ai · checked Aug 1, 2026 | 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 |
Agency
| Field | Devin | Tabnine |
|---|---|---|
| Human oversight· | “A human is kept in the loop just to manage the project and approve Devin’s changes.”devin.ai · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Goal complexity· | “Migration or large refactoring tasks are often fantastic projects for Devin: after investing a small, fixed cost to teach Devin how to approach sub-tasks, Devin can go and complete the migration autonomously.”devin.ai · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Action space· | “Devin ships PRs the way your team does — picking up review feedback and CI results to get each PR approved and merged.”devin.ai · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Operating environment· | no public information devin.ai · 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 |
| Initiative· | “Devin can go and complete the migration autonomously.”devin.ai · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
Safety
| Field | Devin | Tabnine |
|---|---|---|
| Data handling· | no public information devin.ai · checked Aug 1, 2026 | no data leaves your infrastructure “In air-gapped or secure environments, no data leaves your infrastructure.”tabnine.com · checked Aug 1, 2026 |
Practicality
| Field | Devin | Tabnine |
|---|---|---|
| Availability· | no public information devin.ai · checked Aug 1, 2026 | |
| Deployment options· | “Devin Cloud Devin Desktop Devin CLI Devin Review Devin Windows VM”devin.ai · checked Aug 1, 2026 | SaaS, on-prem, or fully air-gapped “Deploy anywhere — SaaS, on-prem, or fully air-gapped”tabnine.com · checked Aug 1, 2026 |
| Integrations· | “Build together with Confluence Build together with Airtable Build together with Segment Build together with Asana Build together with Notion Build together with Stripe Build together with AWS Build together with GitHub Build together with Datadog Build together with Linear Build together with Databricks Build together with Slack Build together with Google Drive Build together with Sentry Build together with PostgreSQL Build together with Azure Build together with Snowflake Build together with MongoDB”devin.ai · 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 devin.ai · 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 | Devin | Tabnine |
|---|---|---|
| Base models· | no public information devin.ai · 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 swappable· | no public information devin.ai · 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· | “The Nubank team helped to collect examples of previous migrations their engineers had done manually, some of which were fed to Devin for fine-tuning.”devin.ai · checked Aug 1, 2026 | “Fine-tuning models on repos/internal codebases.”tabnine.com · checked Aug 1, 2026 |
Ecosystem
| Field | Devin | Tabnine |
|---|---|---|
| Multi-agent· | “Devin can spin up a team of Devins for large tasks.”devin.ai · 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· | no public information devin.ai · checked Aug 1, 2026 |
Impact
| Field | Devin | Tabnine |
|---|---|---|
| User base· | ||
| Deployment scale· | “Among others, Data, Collections, and Risk business units verified and completed their migrations in weeks instead of months or years.”devin.ai · 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· | “Nubank was born into the tradition of centralized ETL FinServ architectures.”devin.ai · 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 devin.ai · 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 Devin and Tabnine 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
- Documented incidents
- Pricing model
- Price point
- Supported regions
- Model provider
- Open weights
- Context window
- Protocols supported
- Tool use
- API access
- Open source
- 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 Devin and Tabnine compare on operating environment?
- Devin: no public information disclosed. Tabnine: IDEs, and deployment environments.
- How do Devin and Tabnine compare on high-risk domains?
- Devin: no public information disclosed. Tabnine: Mission-Critical and Highly Secure Environments.
- How do Devin and Tabnine compare on availability?
- Devin: no public information disclosed. Tabnine: stable and mature.
- How do Devin and Tabnine compare on support model?
- Devin: no public information disclosed. Tabnine: responds, at most, within hours of the inquiry / issue.
- How do Devin and Tabnine compare on base models?
- Devin: no public information disclosed. Tabnine: a good variety of AI models, including the most recent ones.
- How do Devin and Tabnine compare on model swappable?
- Devin: no public information disclosed. Tabnine: supports multiple models and lets developers select the one they prefer.