役割ベースの自律AIエージェントを協調チームとしてオーケストレーションするオープンソースフレームワーク。
AutoGen vs Mercorwhich AI ops agent should you pick in 2026?
Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
AutoGen vs Mercor — specs
| Spec | AutoGen | Mercor |
|---|---|---|
| Agent Rank | 72 / 100 (A) | 63 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Free · OSS | Subscription |
| Open source | Yes | No |
| Capabilities | Multi-agent, Tool use, Code, Memory | Tool use, Voice, Memory, RAG |
| Integrations | 3 apps | 4 apps |
| Verified | Verified | — |
| Released | Apr 2024 | Apr 2025 |
Agent Rank breakdown
- 自律性
- 9
- 機能
- 8
- 連携
- 2
- 料金
- 10
- 完成度
- 7
- 検証性
- 7
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
- 自律性
- 9
- 機能
- 8
- 連携
- 4
- 料金
- 4
- 完成度
- 7
- 検証性
- 6
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
Pros & cons
- +$2B valuation — most-funded AI recruiting platform of 2025
- +AI-led sourcing → interview → contract → payment in a single stack
- +Strong specialization in knowledge-work and AI-evaluation roles
- −Marketplace model — talent quality varies significantly by role type
- −US-centric talent pool; international hiring is less mature
- −No public pricing — enterprise sales motion only
Pricing
- +Sourcing + interviewing agents
- +Contractor management
- +Payments
- +Unlimited roles
- +Custom rubrics
- +Strategic CS
Which one should you pick?
Pick AutoGen if cost is the main constraint or if auditability or self-hosting matters.
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Frequently asked
Should I pick AutoGen or Mercor in 2026?+
Pick AutoGen if cost is the main constraint or if auditability or self-hosting matters. Pick Mercor if its specific capabilities (Tool use, Voice) match what you need. Most working teams running both can use AutoGen for primary work and Mercor for the workflows where its specific strengths matter.
What's the price difference between AutoGen and Mercor?+
AutoGen starts at Free · OSS; Mercor starts at Subscription. AutoGen 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, AutoGen or Mercor?+
Both AutoGen and Mercor are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.
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