Icon vs Sweep: 2026 comparison
Ad-creative agents that generate and AB-test full video campaigns.
Icon vs Sweep — specs
| Spec | Icon | Sweep |
|---|---|---|
| Agent Rank | 60 / 100 (B) | 58 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Subscription · from $79 | Freemium · from $30 |
| Open source | No | Yes |
| Capabilities | Vision, Tool use, Memory | Code, Tool use, Memory |
| Integrations | 3 apps | 1 apps |
| Verified | — | — |
| Released | Apr 2025 | Mar 2025 |
Agent Rank breakdown
- 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?
- Autonomy fit
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 7
- 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
- +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)
- +Issue-to-PR turnaround in minutes for well-described bugs
- +GitHub-native — authenticates as a GitHub App, no extension needed
- +Great on TypeScript / Python / Go codebases with reasonable test coverage
- −Struggles when issues are vague or codebase is messy
- −No interactive mode — you describe, it ships
- −Less effective on closed languages or proprietary frameworks
Pricing
- +Video generation
- +Ad templates
- +Brand kit
- +Unlimited videos
- +AB-test automation
- +Multi-brand workspaces
- +Custom training
- +Dedicated success
- +Volume discounts
- +Up to 5 issue-to-PR runs/month
- +Public repos only
- +Unlimited runs
- +Private repos
- +Configurable rules
- +Self-hosted option
- +SAML SSO
- +Dedicated support
Which one should you pick?
Pick Sweep if cost is the main constraint or if auditability or self-hosting matters.
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Frequently asked
Should I pick Icon or Sweep in 2026?+
Pick Icon if its specific capabilities (Vision, Tool use) match what you need. Pick Sweep if cost is the main constraint or if auditability or self-hosting matters. Most working teams running both can use Icon for primary work and Sweep for the workflows where its specific strengths matter.
What's the price difference between Icon and Sweep?+
Icon starts at Subscription · from $79; Sweep starts at Freemium · from $30. Sweep 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, Icon or Sweep?+
Both Icon and Sweep are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.