agent · ai-coding-agents
Kilo Code vs Tabnine
55 fields both were evaluated on, 27 of them different — including where one discloses something the other does not. Every value links to the document it came from. 28 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Kilo Code | Tabnine |
|---|---|---|
| Audit trail· | “Audit the prompt, context window, and decisions in MIT-licensed source.”kilo.ai · checked Aug 8, 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· | “Audit the prompt, context window, and decisions in MIT-licensed source.”kilo.ai · checked Aug 8, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Runtime governance· | no public information kilo.ai · checked Aug 8, 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 kilo.ai · checked Aug 8, 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 kilo.ai · checked Aug 8, 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 | Kilo Code | Tabnine |
|---|---|---|
| Operating environment· | VS Code, JetBrains, IntelliJ, PyCharm, WebStorm, CLI, Cloud Agents, Slack “Kilo works where you work. Build alone or with your team. VS Code JetBrains IntelliJ PyCharm WebStorm CLI Cloud Agents Slack”kilo.ai · checked Aug 8, 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 | Kilo Code | Tabnine |
|---|---|---|
| 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 | Kilo Code | Tabnine |
|---|---|---|
| Pricing model· | “Aligned pricing Models at cost. No markup. No lock-in.”kilo.ai · checked Aug 8, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Price point· | no public information tabnine.com · checked Aug 1, 2026 | |
| Availability· | ||
| Deployment options· | VS Code, JetBrains, CLI, Cloud “Choose where to start with Kilo VS Code JetBrains CLI Cloud”kilo.ai · checked Aug 8, 2026 | SaaS, on-prem, or fully air-gapped “Deploy anywhere — SaaS, on-prem, or fully air-gapped”tabnine.com · checked Aug 1, 2026 |
| Integrations· | VS Code, JetBrains, IntelliJ, PyCharm, WebStorm, CLI, Cloud Agents, Slack “VS Code JetBrains IntelliJ PyCharm WebStorm CLI Cloud Agents Slack”kilo.ai · checked Aug 8, 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 kilo.ai · checked Aug 8, 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 | Kilo Code | Tabnine |
|---|---|---|
| Base models· | “500+ models, zero markup: frontier, open weight, or your own keys.”kilo.ai · checked Aug 8, 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· | “500+ models, zero markup: frontier, open weight, or your own keys.”kilo.ai · checked Aug 8, 2026 | no public information 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 | |
| Open weights· | “500+ models, zero markup: frontier, open weight, or your own keys.”kilo.ai · checked Aug 8, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Fine-tuning· | no public information kilo.ai · checked Aug 8, 2026 | “Fine-tuning models on repos/internal codebases.”tabnine.com · checked Aug 1, 2026 |
Ecosystem
| Field | Kilo Code | Tabnine |
|---|---|---|
| Protocols supported· | MCP (Model Context Protocol) “Does Kilo support MCP (Model Context Protocol)?”kilo.ai · checked Aug 8, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Multi-agent· | “Agent command center One portal for every agent Control every agent from one place across IDEs, CLI, and cloud. Local and cloud agents Parallel isolated worktrees”kilo.ai · checked Aug 8, 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 |
| Open source· | MIT-licensed open source; vendor states users can inspect, fork, modify and self-host the agent. “Open source No black boxes. Inspect everything. Audit the prompt, context window, and decisions in MIT-licensed source. Fork, modify, self-host”kilo.ai · checked Sep 9, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Marketplace presence· |
Impact
| Field | Kilo Code | Tabnine |
|---|---|---|
| User base· | ||
| Deployment scale· | Vendor-reported: "5M+ Kilo Coders" and "10T+ tokens processed every month". No independent counter is named. “5M+ Kilo Coders 10T+ tokens processed every month”kilo.ai · checked Sep 9, 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· | developers at the world's most innovative companies “Trusted by developers at the world's most innovative companies”kilo.ai · checked Aug 8, 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 kilo.ai · checked Aug 8, 2026 | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 |
| Documented incidents· | Disclosed a security incident at business-intelligence provider Metabase impacting Kilo Code data (originally Aug 7, 2026), with the latest update posted Aug 14, 2026 23:19 UTC. “Metabase Incident Impacting Kilo Code Data August 14, 2026 23:19 UTC Update Aug 7, 2026”kilo.ai · checked Aug 18, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information tabnine.com · checked Aug 1, 2026 |
Disclosed by neither
Both Kilo Code and Tabnine publish nothing on these 28 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 28 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Initiative
- Supported regions
- Context window
- Tool use
- 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
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Kilo Code and Tabnine compare on operating environment?
- Kilo Code: VS Code, JetBrains, IntelliJ, PyCharm, WebStorm, CLI, Cloud Agents, Slack. Tabnine: IDEs, and deployment environments.
- How do Kilo Code and Tabnine compare on user base?
- Kilo Code: 5M+ "Kilo Coders" (self-reported user count).. Tabnine: millions of developers.
- How do Kilo Code and Tabnine compare on deployment scale?
- Kilo Code: Vendor-reported: "5M+ Kilo Coders" and "10T+ tokens processed every month". No independent counter is named.. Tabnine: millions of developers and thousands of companies.
- How do Kilo Code and Tabnine compare on target sectors?
- Kilo Code: developers at the world's most innovative companies. Tabnine: Mission-Critical and Highly Secure Environments.
- How do Kilo Code and Tabnine compare on high-risk domains?
- Kilo Code: no public information disclosed. Tabnine: Mission-Critical and Highly Secure Environments.
- How do Kilo Code and Tabnine compare on documented incidents?
- Kilo Code: Disclosed a security incident at business-intelligence provider Metabase impacting Kilo Code data (originally Aug 7, 2026), with the latest update posted Aug 14, 2026 23:19 UTC.. Tabnine: no public information disclosed.