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Enterprise comparison

The model-agnostic alternative to Tabnine Enterprise.

Compare Kilo Code and Tabnine Enterprise on model freedom, vendor lock-in, private and air-gapped deployment, seat pricing, and enterprise fit.

Best for

Teams that prioritize inspectable clients and provider-neutral workflows, and do not require a fully air-gapped managed platform.

Pricing

Individual platform access is free. Teams costs $15/user/month; Enterprise is custom. Paid inference and cloud compute are separate. Kilo Gateway charges provider rates with no inference markup; a 5% processing fee applies to card purchases of credits, including optional Kilo Pass. Seat subscriptions and non-card payments are excluded from that processing fee. BYOK covers inference through your provider, not Kilo cloud compute. Tabnine's public pricing URL redirected to a Tricentis contact page during this review. Confirm current seat, usage, deployment, and billing terms directly; historical public prices are not a verified current quote.

Main tradeoff

Tabnine has documented private-platform deployment and self-managed model endpoints. Compare its deployment requirements, supported model capabilities, and current commercial quote with Kilo; a fixed catalog or inference-markup claim is not supported by the sources reviewed.

Feature table

Kilo Code vs Tabnine Enterprise

Read the enterprise tools overview
Enterprise comparison of Kilo Code and Tabnine Enterprise
Platform & lock-inKilo Code

Desktop (beta), VS Code, JetBrains, CLI, and Cloud

Tabnine

Commercial platform with IDE plugins and a CLI. Enterprise supports vendor-hosted SaaS or private installation, including on-premises and air-gapped environments.

Model choiceKilo Code

500+ hosted models, plus BYOK, local inference, and Auto Model routing. Switch anytime.

Tabnine

Multiple providers plus self-managed models through Bedrock, Google Cloud, Azure, OpenAI, and OpenAI-compatible endpoints. Admins configure credentials, model names, availability, and defaults; completion and agent model support differ.

Enterprise pricing signalKilo Code

Individual platform access is free. Teams costs $15/user/month; Enterprise is custom. Paid inference and cloud compute are separate. Kilo Gateway charges provider rates with no inference markup; a 5% processing fee applies to card purchases of credits, including optional Kilo Pass. Seat subscriptions and non-card payments are excluded from that processing fee. BYOK covers inference through your provider, not Kilo cloud compute.

Tabnine

Current public seat and usage prices were not verifiable from the pricing URL. Obtain a quote that separates licensing, model usage, infrastructure, and support.

GovernanceKilo Code

Teams includes centralized billing, analytics, shared BYOK, and team management. SSO/SAML/OIDC, SCIM, audit logs, and SLAs are Enterprise features, not included in Teams. Confirm policy coverage for your chosen surface and provider route.

Tabnine

SSO, SCIM, admin analytics, Context Engine, and model controls are documented. Self-managed models retain governance and usage reporting. Data handling depends on deployment and the configured provider; check contractual compliance scope.

Cost controlKilo Code

Choose models per task, bring existing provider contracts with BYOK, or use local models. Budget separately for platform seats, inference, credit-purchase fees, and cloud compute.

Tabnine

Organization, user, and team token-cost caps, plus usage reporting for managed and self-managed models. Confirm licensing and inference charges in the current contract; no verified markup percentage is available from the reviewed pricing source.

Data residency & gatewayKilo Code

Enterprise can scope EU data residency, custom gateways, and BYOC cloud-agent execution. BYOC and local inference are not full-platform on-premises hosting; hosted services have separate data boundaries.

Tabnine

VPC, on-premises, and fully air-gapped private installations are documented, alongside private model endpoints and gateway headers. External model calls still follow the configured provider and network policy.

Best fitKilo Code

Inspectable clients with BYOK and local models across Desktop (beta), IDE, CLI, cloud, and reviews, without claiming full-platform air-gapped hosting.

Tabnine

Regulated teams needing air-gapped or on-premises deployment and zero code retention.

Kilo Desktop for code and data

Beta

Use the Kilo agent in a desktop workspace, or keep your existing VS Code, JetBrains, CLI, and Cloud workflows. Desktop runs the Kilo CLI engine and supports 500+ hosted models through Kilo Gateway, your provider keys, and local inference.

  • Interactive Python notebooks

    Edit and run notebook cells alongside the agent, with outputs visible next to the conversation.

    Notebook documentation
  • Managed conda environments

    Manage Python environments and packages in the app, with access to Anaconda's 19,000 vetted packages.

    Environment documentation
  • Local inference when it fits

    Import a compatible GGUF model into the built-in local model server. Hardware and tool-calling support determine which tasks work well.

    Local inference documentation

Available for macOS Apple Silicon, Windows, and Linux. The built-in local model server, notebooks, and conda environments require a Kilo account. Local inference is not a guarantee of an entirely offline or air-gapped application. See requirements.

Compare the whole cost, not just the seat

Platform
Free for individuals. Teams is $15/user/month; Enterprise is custom. SSO, SCIM, and audit logs are Enterprise features, not included in Teams.
Inference
Use available free models, local inference, or BYOK. Kilo Gateway charges provider rates with no inference markup. Kilo Pass is an optional credit subscription.
Cloud compute
Cloud Agents and hosted Code Reviews have separately priced compute in addition to model inference. Check current pricing and any applicable beta offer. BYOK does not remove compute charges.

Credit purchase processing fee: 5%. Applies to card purchases that add credits, including top-ups and Kilo Pass. Excludes seat subscriptions and non-card payments. See full pricing.

Open-source scope: VS Code, JetBrains, and CLI clients are MIT-licensed; Gateway and Cloud backend code are source-available under a separate license. These licenses do not establish the license of every Desktop component. See component licenses.

Kilo details reviewed . Competitor review dates are listed separately.

Tabnine Enterprise frequently asked questions

Enterprise pricing, governance, model routing, residency, and auditability explained.

Yes. Kilo Desktop is in beta for macOS Apple Silicon, Windows, and Linux. It uses the Kilo CLI agent engine and combines agent chat with files, git, terminals, interactive Python notebooks, and conda environments. Its built-in local model server, notebooks, and conda environments require a Kilo account. Desktop is an alternative workspace, not a requirement to replace your existing IDE.

Individual platform access is free. Teams costs $15/user/month; Enterprise is custom. Paid inference and cloud compute are separate. Kilo Gateway charges provider rates with no inference markup; a 5% processing fee applies to card purchases of credits, including optional Kilo Pass. Seat subscriptions and non-card payments are excluded from that processing fee. BYOK covers inference through your provider, not Kilo cloud compute.

The VS Code extension, JetBrains plugin, and CLI are MIT-licensed. Gateway and Cloud backend code are source-available under their repository license, with security and abuse-protection exclusions. These component licenses should not be generalized to the entire hosted platform or Desktop application.

Yes. Kilo supports provider credentials and compatible local inference, including Ollama and LM Studio. Desktop also has a managed local model server for imported GGUF files. Local inference keeps prompts out of hosted model providers, but does not by itself make the whole application offline or air-gapped. Hosted features and connected tools have their own data flows.

Cloud Agents support repository-based work, webhook triggers, and scheduled triggers; triggers are in beta. The current documentation limits each message to 15 minutes, so break long jobs into steps. Cloud compute is billed separately from inference, including with BYOK. Local tools and MCP support should not be assumed to work identically in a hosted environment; check the current Cloud Agent documentation for limits.

Model freedom, no lock-in

500+ models plus BYOK and local models. Switch anytime a provider changes pricing, availability, or terms.

Plan-specific governance

Teams includes billing, analytics, budgets, and role-based access. Enterprise adds SSO, SCIM, audit logs, and contractual controls. Validate policy enforcement for the surfaces and provider routes your team uses.

EU residency & custom gateways

Enterprise can scope EU data residency and custom gateways for your own contracts and controls. BYOC cloud-agent execution is not full-platform on-premises hosting.

Cost control

Platform cost stays separate from model usage. Route frontier models only where they pay off.

Choose Kilo Code if...

You want provider-neutral choice: 500+ hosted models, BYOK, and local models across Desktop (beta), native IDE extensions, CLI, cloud, Slack, and code review, with the enterprise controls that match your rollout.

Choose Tabnine if...

Better fit if you require fully air-gapped or on-premises deployment with zero code retention above all else.

Talk to Kilo

Standardize AI coding without standardizing on one model vendor.

Start free, then add enterprise controls when your team needs centralized governance, analytics, and support.