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Adept vs AutoGenwhich AI ops agent should you pick in 2026?

Browser-driving AI agent — completes multi-step workflows on real web apps the way a human would.

⚙️OpsAutonomousSubscription
BrowserTool useMemoryVision

Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.

⚙️OpsAutonomousOpen source
Multi-agentTool useCodeMemory

Adept vs AutoGen — specs

SpecAdeptAutoGen
Agent Rank67 / 100 (B)72 / 100 (A)
AutonomyAutonomousAutonomous
PricingSubscription · Free tierFree · OSS
Open sourceNoYes
CapabilitiesBrowser, Tool use, Memory, VisionMulti-agent, Tool use, Code, Memory
Integrations3 apps3 apps
VerifiedVerified
ReleasedApr 2025Apr 2024

Categories: AdeptOps · AutoGenOps

Agent Rank breakdown

Adept
Agent Rank
67/ 100
BB-tier
Autonomy fit
9
Capabilities
8
Integrations
4
Pricing value
9
Polish & maturity
4
Verifiability
6

Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?

AutoGen
Agent Rank
72/ 100
AA-tier
Autonomy fit
9
Capabilities
8
Integrations
2
Pricing value
10
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

Adept
Pros
  • +Pioneering work on UI-driven browser agents — strong research lineage
  • +Best for fully-autonomous, multi-step workflows that cross web apps
  • +Foundation models tuned specifically for browser action prediction
Cons
  • Not generally available — enterprise pilots only as of mid-2026
  • Pricing not public
  • Reliability on long-tail UIs still a work in progress
AutoGen

Pricing

Adept
Enterprise preview
Custom
Enterprise pilots
  • +Browser-driving agent
  • +Custom workflow training
  • +Dedicated research-eng support
AutoGen

Which one should you pick?

Adept

Pick Adept if its specific capabilities (Browser, Tool use) match what you need.

Try Adept →
AutoGen

Pick AutoGen if cost is the main constraint or if auditability or self-hosting matters.

Try AutoGen →

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Frequently asked

Should I pick Adept or AutoGen in 2026?+

Pick Adept if its specific capabilities (Browser, Tool use) match what you need. Pick AutoGen if cost is the main constraint or if auditability or self-hosting matters. Most working teams running both can use Adept for primary work and AutoGen for the workflows where its specific strengths matter.

What's the price difference between Adept and AutoGen?+

Adept starts at Subscription · Free tier; AutoGen starts at Free · OSS. 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, Adept or AutoGen?+

Both Adept and AutoGen 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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Want the real monthly cost at your volume? Run the TCO calculator →
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Adept vs AutoGen (2026): which AI ops agent wins? · AI Agent Rank