Ontora vs TextQL
Which Agents AI tool is better in 2026?
Ontora
AI agents that interview every employee to map how work actually gets done.
TextQL
Ana, the AI data analyst that answers questions across your BI stack
Side-by-side
TextQL is the more established option (raised $4.1M), but Ontora is cheaper to start.
| Metric | Ontora | TextQL |
|---|---|---|
| Taglinei | AI agents that interview every employee to map how work actually gets done. | Ana, the AI data analyst that answers questions across your BI stack |
| Foundedi | 2026 | 2023🏆 |
| HQi | San Francisco, US | New York, US |
| Employeesi | 1-10 | 11-50🏆 |
| Neuron scorei | 49 | 50🏆 |
| Total fundingi | $500K | $4.1M🏆 |
| Latest roundi | Seed · Mar 2026 | Seed |
| Valuationi | — | — |
| Cheapest paid plani | From $50000/mo🏆 | Pricing not disclosed |
| Free plani | ✗ | ✓ |
| Free triali | ✗ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Contact-sales · From $50000/mo | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Ontora and TextQL.
| Capability | Ontora | TextQL |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✓ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Ontora
- Lower starting price ($50000/mo)
- Newer company (2026)
🔵 Strengths of TextQL
- Has raised more capital ($4.1M vs $500K)
- Higher Neuron score (50 vs 49)
- Offers a free plan
- Offers a free trial
Which should you choose?
Choose Ontora if price matters most — it starts at Contact-sales · From $50000/mo, which is friendlier for teams watching burn. Both AI Agents tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose TextQL if you want the most established option — it has raised $4.1M, 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
Ontora vs TextQL — which is better?
It depends on your priority. Ontora is the leaner option; TextQL has broader feature depth. See the side-by-side table above.
Is Ontora cheaper than TextQL?
Yes — Ontora's cheapest paid plan is Contact-sales · From $50000/mo, while TextQL's is Free.
Do Ontora and TextQL offer free plans?
Ontora: Paid only. TextQL: Yes, has a free plan.
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