Microsoft's AI work assistant — agents across Word, Excel, Outlook, Teams, and the Microsoft 365 stack.
Linear Agent vs PolyAIwhich AI ops agent should you pick in 2026?
AI agent inside Linear — triages issues, drafts engineering specs, runs cross-team workflows on tickets.
Linear Agent vs PolyAI — specs
| Spec | Linear Agent | PolyAI |
|---|---|---|
| Agent Rank | 73 / 100 (A) | 73 / 100 (A) |
| Autonomy | Semi-autonomous | Autonomous |
| Pricing | Subscription · from $8 | Subscription · Free tier |
| Open source | No | No |
| Capabilities | Tool use, RAG, Memory | Voice, Tool use, Memory, RAG |
| Integrations | 3 apps | 3 apps |
| Verified | Verified | Verified |
| Released | Apr 2025 | Sep 2024 |
Agent Rank breakdown
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 6
- Pricing value
- 8
- Polish & maturity
- 6
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- Autonomy fit
- 9
- Capabilities
- 8
- Integrations
- 4
- Pricing value
- 9
- Polish & maturity
- 7
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +Native to Linear — zero extra setup for teams already using it
- +Triage and spec-drafting genuinely save time on issue grooming
- +Pricing folds AI features into the existing Linear seat
- −Only useful if you live in Linear
- −Less powerful than dedicated coding agents (Cursor, Claude Code) for code work
- −Agent autonomy bounded by Linear-specific tasks
Pricing
- +Basic Linear
- +Limited AI features
- +Full Linear + AI Agent
- +Issue triage
- +Spec drafting
- +SAML SSO
- +SCIM
- +Advanced analytics
Which one should you pick?
Pick Linear Agent if its specific capabilities (Tool use, RAG) match what you need.
Try Linear Agent →Pick PolyAI if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
Try PolyAI →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Linear Agent or PolyAI in 2026?+
Pick Linear Agent if its specific capabilities (Tool use, RAG) match what you need. Pick PolyAI if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Linear Agent for primary work and PolyAI for the workflows where its specific strengths matter.
What's the price difference between Linear Agent and PolyAI?+
Linear Agent starts at Subscription · from $8; PolyAI starts at Subscription · Free tier. PolyAI 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, Linear Agent or PolyAI?+
PolyAI is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
Readers comparing Linear Agent and PolyAI also picked
Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
- Tool useRAGMemoryVisionDemo · hover to play
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
RAGMemoryTool useDemo · hover to playAI legal associate for law firms — drafts, reviews, and researches across complex matters.
RAGMemoryTool useDemo · hover to play