Federato vs Gradient AI
Which Analytics AI tool is better in 2026?
Federato
Agentic AI platform for the full insurance policy lifecycle
Gradient AI
AI risk analytics for underwriting and claims in insurance
Side-by-side
Federato is the more established option (raised $180M); pricing is comparable on both sides.
| Metric | Federato | Gradient AI |
|---|---|---|
| Taglinei | Agentic AI platform for the full insurance policy lifecycle | AI risk analytics for underwriting and claims in insurance |
| Foundedi | 2020 | 2018🏆 |
| HQi | San Francisco, US | Boston, US |
| Employeesi | 11-50 | 201-500🏆 |
| Neuron scorei | 76🏆 | 71 |
| Total fundingi | $180M🏆 | $56.1M |
| Latest roundi | Series D | Series C · Jul 2024 |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✓ | ✗ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free | Free trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Federato and Gradient AI.
| Capability | Federato | Gradient AI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Federato
- Has raised more capital ($180M vs $56.1M)
- Higher Neuron score (76 vs 71)
- Offers a free plan
- Newer company (2020)
🔵 Strengths of Gradient AI
- More mature (2018)
Which should you choose?
Choose Gradient AI if price matters most — it starts at Free trial, which is friendlier for teams watching burn. Both AI Analytics tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Federato if you want the most established option — it has raised $180M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Federato vs Gradient AI — which is better?
It depends on your priority. Federato has raised more capital and is the more established option; Gradient AI has broader feature depth. See the side-by-side table above.
Is Federato cheaper than Gradient AI?
No — Gradient AI's cheapest paid plan is Free trial, while Federato's is Free.
Do Federato and Gradient AI offer free plans?
Federato: Yes, has a free plan. Gradient AI: Free trial only.
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