Adept vs Icon: 2026 comparison
Browser-driving AI agent — completes multi-step workflows on real web apps the way a human would.
Ad-creative agents that generate and AB-test full video campaigns.
Adept vs Icon — specs
| Spec | Adept | Icon |
|---|---|---|
| Agent Rank | 67 / 100 (B) | 60 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Subscription · Free tier | Subscription · from $79 |
| Open source | No | No |
| Capabilities | Browser, Tool use, Memory, Vision | Vision, Tool use, Memory |
| Integrations | 3 apps | 3 apps |
| Verified | — | — |
| Released | Apr 2025 | Apr 2025 |
Agent Rank breakdown
- 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?
- Autonomy fit
- 9
- Capabilities
- 6
- Integrations
- 4
- Pricing value
- 6
- Polish & maturity
- 5
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +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
- −Not generally available — enterprise pilots only as of mid-2026
- −Pricing not public
- −Reliability on long-tail UIs still a work in progress
- +Generates and AB-tests full video creatives — not just static ads
- +Direct integrations with Meta Ads and TikTok Ads APIs
- +Brand kit + style transfer keeps outputs on-brand
- −Output still needs human review for high-spend campaigns
- −Pricing leaps from Studio to Agency are steep
- −Less effective on B2B (built for DTC / consumer)
Pricing
- +Browser-driving agent
- +Custom workflow training
- +Dedicated research-eng support
- +Video generation
- +Ad templates
- +Brand kit
- +Unlimited videos
- +AB-test automation
- +Multi-brand workspaces
- +Custom training
- +Dedicated success
- +Volume discounts
Which one should you pick?
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Frequently asked
Should I pick Adept or Icon in 2026?+
Pick Adept if cost is the main constraint. Pick Icon if its specific capabilities (Vision, Tool use) match what you need. Most working teams running both can use Adept for primary work and Icon for the workflows where its specific strengths matter.
What's the price difference between Adept and Icon?+
Adept starts at Subscription · Free tier; Icon starts at Subscription · from $79. Adept 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 Icon?+
Both Adept and Icon are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.