Autonomous AI software engineer that ships PRs end-to-end.
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Factory AI vs Tabninewhich AI code agent should you pick in 2026?
Autonomous "Droid" agent for end-to-end engineering with native AGENTS.md support.
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Factory AI vs Tabnine — specs
| Spec | Factory AI | Tabnine |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 72 / 100 (A) |
| Autonomy | Autonomous | Assistant |
| Pricing | Subscription · from $40 | Freemium · from $9 |
| Open source | No | No |
| Capabilities | Code, Tool use, Memory, Multi-agent | Code, Tool use, Memory |
| Integrations | 4 apps | 4 apps |
| Verified | — | Verified |
| Released | Oct 2025 | Jan 2025 |
Agent Rank breakdown
Factory AI
Agent Rank
75/ 100
- Autonomy
- 9
- Capabilities
- 8
- Integrations
- 8
- Pricing
- 7
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Tabnine
Agent Rank
72/ 100
- Autonomy
- 7
- Capabilities
- 6
- Integrations
- 4
- Pricing
- 8
- Polish
- 8
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Factory AI
Pros
- +True end-to-end autonomy — Droid agent ships complete features without hand-holding
- +Native AGENTS.md adopter — fits modern repo conventions out of the box
- +Multi-agent coordination across linked repos for cross-service changes
Cons
- −Token-based pricing can spike on large refactors
- −Zed-first; JetBrains support newer, VS Code on roadmap
- −Less mature than Devin for very long-running autonomous sessions
Tabnine
Pros
- +Strongest privacy story in the coding-agent category — fully self-hostable
- +Models can be fine-tuned on your private codebase without sending data out
- +Long history of enterprise deployments in regulated industries
Cons
- −Capability gap vs frontier models in chat/agent quality
- −Less polished UX than Cursor or GitHub Copilot
- −Per-seat pricing at Enterprise is high vs alternatives
Pricing
Factory AI
Standard
$40/mo
Individuals
- +Droid autonomous agent
- +Zed + JetBrains
- +5M Standard Tokens/mo
Recommended
Pro
$200/mo
Engineering teams
- +Unlimited Droids
- +50M tokens/mo
- +Multi-agent coordination
Enterprise
Custom
Large orgs
- +Custom token volume
- +SSO + audit
- +Dedicated support
Tabnine
Dev
$9/mo
Individual devs
- +AI completions
- +Chat agent
- +Privacy mode
Recommended
Enterprise
$39/seat/mo
Privacy-sensitive teams
- +Self-hosted
- +Air-gapped option
- +Custom-trained models on your code
Which one should you pick?
Factory AI
Pick Factory AI if you want the highest autonomy and the verification loop is in place.
Try Factory AI →Tabnine
Pick Tabnine if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Tabnine →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Factory AI or Tabnine in 2026?+
Pick Factory AI if you want the highest autonomy and the verification loop is in place. Pick Tabnine if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Factory AI for primary work and Tabnine for the workflows where its specific strengths matter.
What's the price difference between Factory AI and Tabnine?+
Factory AI starts at Subscription · from $40; Tabnine starts at Freemium · from $9. Tabnine is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Factory AI or Tabnine?+
Factory AI is the more autonomous of the two (Autonomous vs Assistant). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
Build and ship full applications from a single prompt — runs in the Replit cloud.
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