agent · ai-coding-agents
CatDoes vs Tabnine
55 fields both were evaluated on, 29 of them different — including where one discloses something the other does not. Every value links to the document it came from. 26 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | CatDoes | Tabnine |
|---|---|---|
| Audit trail· | “CatDoes Watch is our error monitoring solution that's built into every project. When you encounter any errors during development, or when you publish your app and your users encounter any errors or crashes, you can see them in your dashboard and ask the AI agents to fix it.”catdoes.com · 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 |
| Explainability· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Runtime governance· | no public information catdoes.com · 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 catdoes.com · 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 catdoes.com · 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 | CatDoes | Tabnine |
|---|---|---|
| Autonomy level· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Human oversight· | “Edit the code. Own the code. Open any file from the dashboard and edit it yourself.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Goal complexity· | “Describe what you need. An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Action space· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Operating environment· | “The AI agent runs in the cloud on its own computer.”catdoes.com · 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· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
Safety
| Field | CatDoes | Tabnine |
|---|---|---|
| Incident reporting· | “CatDoes Watch is our error monitoring solution that's built into every project. When you encounter any errors during development, or when you publish your app and your users encounter any errors or crashes, you can see them in your dashboard and ask the AI agents to fix it.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Data handling· | no public information catdoes.com · 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 | CatDoes | 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· | “The AI agent runs in the cloud on its own computer.”catdoes.com · 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· | “GitHub integration lets you import an existing repo or export the full codebase any time.”catdoes.com · 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· | 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 | CatDoes | Tabnine |
|---|---|---|
| Base models· | no public information catdoes.com · 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 catdoes.com · 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 catdoes.com · checked Aug 1, 2026 | “Fine-tuning models on repos/internal codebases.”tabnine.com · checked Aug 1, 2026 |
Ecosystem
| Field | CatDoes | Tabnine |
|---|---|---|
| Tool use· | “An autonomous AI agent plans the work, writes the code, runs the tests, and ships the build.”catdoes.com · checked Aug 1, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Multi-agent· | no public information catdoes.com · 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 catdoes.com · checked Aug 1, 2026 |
Impact
| Field | CatDoes | Tabnine |
|---|---|---|
| User base· | “Real apps and websites, shipped by CatDoes users.”catdoes.com · checked Aug 1, 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 | |
| Target sectors· | “Business Owners Designers Startup Founders People with Ideas”catdoes.com · 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 catdoes.com · 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 CatDoes and Tabnine publish nothing on these 26 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 26 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Supported regions
- Model provider
- Open weights
- Context window
- Protocols supported
- API access
- Open source
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do CatDoes and Tabnine compare on high-risk domains?
- CatDoes: no public information disclosed. Tabnine: Mission-Critical and Highly Secure Environments.
- How do CatDoes and Tabnine compare on base models?
- CatDoes: no public information disclosed. Tabnine: a good variety of AI models, including the most recent ones.
- How do CatDoes and Tabnine compare on model swappable?
- CatDoes: no public information disclosed. Tabnine: supports multiple models and lets developers select the one they prefer.
- How do CatDoes and Tabnine compare on multi-agent?
- CatDoes: 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 CatDoes and Tabnine compare on marketplace presence?
- CatDoes: no public information disclosed. Tabnine: VS Code Marketplace.
- How do CatDoes and Tabnine compare on data handling?
- CatDoes: no public information disclosed. Tabnine: no data leaves your infrastructure.