Devin vs Icon: 2026 comparison
Autonomous AI software engineer that ships PRs end-to-end.
Ad-creative agents that generate and AB-test full video campaigns.
Devin vs Icon — specs
| Spec | Devin | Icon |
|---|---|---|
| Agent Rank | 78 / 100 (A) | 60 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Subscription · from $500 | Subscription · from $79 |
| Open source | No | No |
| Capabilities | Code, Tool use, Browser, Memory | Vision, Tool use, Memory |
| Integrations | 3 apps | 3 apps |
| Verified | Verified | — |
| Released | May 2025 | Apr 2025 |
Agent Rank breakdown
- Autonomy fit
- 9
- Capabilities
- 8
- Integrations
- 6
- Pricing value
- 4
- Polish & maturity
- 10
- Verifiability
- 10
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
- +Highest autonomy in the coding category — ships PRs end-to-end with minimal oversight
- +Iterates on failing tests until they pass; explains what it did in the PR description
- +Multi-agent UI for managing parallel sessions
- −Pricing puts it firmly in team territory — overkill for solo founders
- −Will ship working code that's wrong for your codebase if architectural context is missing
- −Session memory weak past hour-long stretches
- +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
- +Unlimited sessions
- +Slack + GitHub + Linear integrations
- +10 concurrent sessions
- +Email support
- +Everything in Core
- +Priority queue
- +40 concurrent sessions
- +SSO
- +Shared knowledge base
- +Custom concurrency
- +Dedicated VPC option
- +SOC 2 II reports
- +Onboarding engineer
- +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?
Pick Devin if you want a vendor we've verified for accessibility and pricing accuracy.
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Frequently asked
Should I pick Devin or Icon in 2026?+
Pick Devin if you want a vendor we've verified for accessibility and pricing accuracy. Pick Icon if cost is the main constraint. Most working teams running both can use Devin for primary work and Icon for the workflows where its specific strengths matter.
What's the price difference between Devin and Icon?+
Devin starts at Subscription · from $500; Icon starts at Subscription · from $79. Icon 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, Devin or Icon?+
Both Devin and Icon are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.