Icon vs Sourcegraph Cody: 2026 comparison
Ad-creative agents that generate and AB-test full video campaigns.
Code intelligence agent for enterprise — answers questions about your code, navigates large monorepos.
Icon vs Sourcegraph Cody — specs
| Spec | Icon | Sourcegraph Cody |
|---|---|---|
| Agent Rank | 60 / 100 (B) | 75 / 100 (A) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Subscription · from $79 | Freemium · from $9 |
| Open source | No | No |
| Capabilities | Vision, Tool use, Memory | Code, Tool use, RAG, Memory |
| Integrations | 3 apps | 4 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
- 8
- Integrations
- 4
- Pricing value
- 8
- Polish & maturity
- 7
- 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)
- +Best-in-class code intelligence for large monorepos and polyglot codebases
- +Self-hosted option for compliance-sensitive industries
- +Cheaper than Cursor at the Pro tier
- −Editor experience less polished than Cursor
- −Agent autonomy still trails Cursor and Claude Code
- −Best fit for established orgs with existing Sourcegraph deployments
Pricing
- +Video generation
- +Ad templates
- +Brand kit
- +Unlimited videos
- +AB-test automation
- +Multi-brand workspaces
- +Custom training
- +Dedicated success
- +Volume discounts
- +Limited chat + completions
- +Public repos only
- +Unlimited usage
- +Larger context
- +Private repos
- +Code search across monorepos
- +Self-hosted option
- +SSO + audit
Which one should you pick?
Pick Sourcegraph Cody if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
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Frequently asked
Should I pick Icon or Sourcegraph Cody in 2026?+
Pick Icon if you want the highest autonomy and the verification loop is in place. Pick Sourcegraph Cody 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 Sourcegraph Cody for the workflows where its specific strengths matter.
What's the price difference between Icon and Sourcegraph Cody?+
Icon starts at Subscription · from $79; Sourcegraph Cody starts at Freemium · from $9. Sourcegraph Cody 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 Sourcegraph Cody?+
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.