Icon vs Numeric: 2026 comparison
Ad-creative agents that generate and AB-test full video campaigns.
Icon vs Numeric — specs
| Spec | Icon | Numeric |
|---|---|---|
| Agent Rank | 60 / 100 (B) | 67 / 100 (B) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Subscription · from $79 | Subscription · Free tier |
| Open source | No | No |
| Capabilities | Vision, Tool use, Memory | Tool use, Memory, RAG |
| Integrations | 3 apps | 3 apps |
| Verified | — | Verified |
| Released | Apr 2025 | Feb 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
- 8
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 9
- Polish & maturity
- 5
- Verifiability
- 10
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)
- +Close-cycle time reduction of 30–50% at deployed customers
- +Variance commentary drafting saves the controller hours per close
- +Auditable trail of every AI-generated journal entry suggestion
- −Best for teams already using NetSuite / Sage Intacct
- −Semi-auto only — humans must approve before posting
- −New product (2024 launch); customer reference list still building
Pricing
- +Video generation
- +Ad templates
- +Brand kit
- +Unlimited videos
- +AB-test automation
- +Multi-brand workspaces
- +Custom training
- +Dedicated success
- +Volume discounts
- +Close automation
- +Reconciliations
- +Flux analysis
- +Everything in Growth
- +Multi-entity consolidation
- +Custom workflows
- +SSO
Which one should you pick?
Pick Numeric if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Numeric →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Icon or Numeric in 2026?+
Pick Icon if you want the highest autonomy and the verification loop is in place. Pick Numeric if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Icon for primary work and Numeric for the workflows where its specific strengths matter.
What's the price difference between Icon and Numeric?+
Icon starts at Subscription · from $79; Numeric starts at Subscription · Free tier. Numeric 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 Numeric?+
Icon is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.