What Decagon does well
Strong on high-ticket-volume use cases (Notion, Vercel, Bilt). Mature workflow authoring. Custom escalation taxonomies.
honest comparison
Fahmix AI vs Decagon.
Decagon ai agents for high-volume support teams. Here's where they're a better choice than us â and where we're a better choice than them. We score against our own matrix so you can argue with it.
5/6dimensions where Fahmix AI winsour matrix · open to dispute
1/6dimensions where Decagon winsreasons to pick them
0/6tiescommodity feature parity
What each side gets right.
Where Decagon misses
Per-month or per-resolved pricing that requires upfront commit. No dialect specialization. No outcome-quality gates (no CSAT clawback in their pricing).
Where Decagon beats us
Workflow-authoring UI maturity. Bigger investment in case-management features on top of the agent.
The matrix â argue with it.
We mark a row "Fahmix AI" where we believe we beat them today, "Decagon" where they beat us today, and "Tie" where it's commodity parity.
| Capability | Fahmix AI | Decagon | Edge |
|---|---|---|---|
| Pricing model | Per ROU (~$0.50â$0.80, includes model costs) with CSAT + reopen clawback | Custom commit + per-resolved with no automatic clawback | Fahmix AI |
| Workflow authoring | AOP authoring with deterministic compiler + tool whitelist | More mature visual UI | Decagon Decagon's flow builder UI is more polished today. |
| Native Banglish / Hinglish | Day-1, judge-evaluated in CI | English-first | Fahmix AI |
| Voice + MCP day-1 | Yes | Voice yes; MCP partial | Fahmix AI |
| Time to first conversation | < 1 hour self-serve | Implementation team led | Fahmix AI |
| Data residency | Per-tenant | US-primary | Fahmix AI |
Pick the one that fits.
Pick Decagon ifâŠ
- You have a dedicated implementation team and budget for white-glove setup
- Your customers are entirely US-English
- You need the most mature visual flow-builder available
Pick Fahmix AI ifâŠ
- You want < 1h time to first resolved conversation, self-serve
- You need dialect-native quality OR local payment rails
- You want outcome-quality gates baked into the pricing (CSAT-clawback)
More comparisons
try it free
Run Fahmix AI on your own conversations.
First 100 ROUs are free. If we lose against Decagon for your use case, you'll see it inside an hour.