Tabnine

1. Should you try Tabnine? Overview

What it is	Tabnine — Privacy-First Enterprise AI Code Assistant (Acquired by Tricentis, No Free Tier, $39/Seat Floor) Not shut down.
Country / HQ	Tel Aviv, Israel
Best for	Regulated teams (defense/finance/healthcare/gov) where code can’t leave infra
Check before buying	Watch out: Solo devs / freelancers / startups without compliance mandate (priced out at $39/seat/yr)
Editor rating	4.3 / 5
Pricing signal	Free tier + paid from $5/mo

2. Features What it does

Feature	What it does
Completions	Inline token→multi-line→full-function, grounded via Context Engine; switchable LLM (Claude Opus/Sonnet, GPT-5.x, Gemini 3 Pro, Qwen3-Coder, Mistral, Meta) — Competent, not frontier-creative; low latency, enterprise-tuned
Chat	SDLC Q&A, explain/refactor/generate, repo-aware — Behind Copilot/Cursor/Claude Code on open-ended quality, ahead on internal-convention recall post-Context-Engine
Agents (Agentic tier)	Autonomous refactor/test/feature impl with user-in-the-loop, Tabnine CLI (local/remote/headless), MCP tools (Git/Jira/Confluence/Docker/CI), Headless Agents add-on for CI/CD — Less mature than Cursor parallel agents
Context Engine	Continuously-updated org knowledge graph: code + Jira + Confluence + APIs + infra metadata; extracts entities/deps/arch patterns; unlimited repo connections (GitHub/GitLab/Bitbucket/Perforce) — Mar 2026 launch; up to 2× accuracy, 80% token reduction, 50% faster resolution (Tricentis-cited)
Privacy/deploy	SaaS / single-tenant VPC / on-prem K8s / fully air-gapped (Dell PowerEdge+NVIDIA turnkey); zero retention, no 3rd-party API, no training on your code — Only mainstream tool with air-gap
Provenance	Real-time check of suggestions vs public repos, flags copyleft/non-permissive matches, shows source+license; IP indemnification on paid tiers — Rare in category
IDEs	VS Code, JetBrains (IntelliJ/PyCharm/WebStorm/GoLand/Rider), Eclipse, Visual Studio 2022, Vim/Neovim, Sublime — No Xcode native plugin
Admin	RBAC, per-user/team LLM allowlist, usage analytics, audit logs, SSO/SAML, SOC 2 / ISO 27001 / GDPR / HIPAA posture

3. Pricing Pricing (2026-10, USD)

Plan	Price / mo	Key limits & who it fits
~~Free / Basic~~	—	Retired Apr 2 2025
~~Dev $9 / Pro $12~~	—	Discontinued late 2025, no grandfathering
Code Assistant	$39/user/mo (billed annually, $468/seat/yr)	Teams wanting private completions+chat, SaaS/VPC/on-prem/air-gap, compliance baseline
Agentic Platform	$59/user/mo (billed annually, $708/seat/yr)	+ autonomous agents, CLI, Context Engine, MCP, Headless Agents add-on
Enterprise	Custom (sales)	Air-gap, BYOM fine-tune, SAML/SCIM, EKM, data residency, SLAs, priority support
LLM access (Tabnine-provided)	Provider rate + 5% handling fee	BYOM = no token fee, you pay own GPU
Headless Agents add-on	$1,200/mo (5B tokens) / $5,000/mo (50B tokens)	Capacity-tiered, not per-seat

4. Integration Access & integrations

Access type	Details
Access	access_type: ide-plugin-plus-cli access_display: 🔌 VS Code / JetBrains / Eclipse / VS 2022 / Vim-Neovim / Sublime · ⌨️ Tabnine CLI · ☁️ SaaS / VPC / on-prem / air-gapped (no browser-only consumer surface)

5. Reviews & Sources External reviews

Source	Rating	What it says
Gartner MQ 2025	Visionary — vision (sovereignty) strong, execute-at-scale still proving vs Leaders (Copilot/Cursor/Codex)
Aggregate (G2/Trustpilot/Tabnine-cited)	~4.3/5 enterprise; solo N/A (can’t buy)
AIVario / AIToolPick	“Best air-gapped option, at a price only compliance justifies; completion creativity behind frontier, $39 floor kills individuals”
ToolChase / DevToolsReview	“Context Engine is the real moat, not the model; Tricentis acquisition = context-layer buy, standalone IDE assistant roadmap silent”

6. Best for / Not for Fit

✔ Suitable	✘ Not suitable
• Regulated teams (defense/finance/healthcare/gov) where code can’t leave infra • JetBrains-heavy orgs wanting native plugin, not AI-first IDE swap • Companies with Perforce/Bitbucket + Jira+Confluence knowledge graph needs • Orgs needing IP indemnity + license-provenance in PR review • BYOM shops (already run Llama/Qwen in VPC)	• Solo devs / freelancers / startups without compliance mandate (priced out at $39/seat/yr) • Xcode/iOS developers (no native plugin) • Teams happy with Copilot $10/mo and no air-gap requirement • Prompt-to-app builders wanting cloud agent autonomy (Codex/Devin/Cursor) • Monthly-billing / trial-before-commit buyers

7. Competitors How it compares

Competitor	How it differs	Best for
GitHub Copilot	Cloud completion+agent, GitHub-native	Free / $10 Pro / $19 Bus / $39 Ent
Cursor	AI-first IDE, agent+composer	$20 Pro / $60 Pro+ / $200 Ultra
Claude Code	Terminal agent, 1M ctx	$20 Pro / $100 Max 5x / $200 Max 20x
OpenAI Codex	Cloud agent multi-surface, ChatGPT-bundled	$0 local / $20 Plus / $100-200 Pro
Windsurf (→Devin Desktop)	Agentic IDE (Cognition)	$0 / $20 Pro / $200 Max
JetBrains AI	IDE-native	~$10-15/seat
Amazon Q Dev	AWS-native	$19 Pro (new signups stopped May 2026)
Cline / Aider	OSS BYOK terminal/local	Free + API cost
Gemini Code Assist / Antigravity	Google Cloud agent	$19 Std / Antigravity $200

8. Summary Verdict

Who should pick it	Regulated teams (defense/finance/healthcare/gov) where code can’t leave infra
Who should skip it	Solo devs / freelancers / startups without compliance mandate (priced out at $39/seat/yr)