Detailed comparison across 10 dimensions
Winner: Coefficient
Coefficient clearly comes out ahead of Numerous.ai on Staquest's weighted six-dimension score. Coefficient has a free tier; Numerous.ai does not. Paid plans start at $49/mo for Coefficient and $10/mo for Numerous.ai.
| Overview | ||
|---|---|---|
| Type | hybrid | ai tool |
| Company | Coefficient | Numerous.ai |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsDevelopmentAI & Machine Learning | Data & AnalyticsDevelopmentAI & Machine Learning |
| Categories | ai-data-analysis | ai-data-analysis |
| Website | Visit | Visit |
Coefficient
freemium
flat
per user
custom
flat
flat
flat
per user
| Feature | coefficient | numerousai |
|---|---|---|
| 1 Account / Source | ||
| 1 Million Characters | ||
| 1 Accounts / Source | ||
| 5 Million Characters | ||
| 100 Alerts/Mo | ||
| Priority Support | ||
| 100 Row Export Size | ||
| Shared Access | ||
| 100K/Mo Openai Api Calls | ||
| Team Onboarding | ||
| 10K/Lifetime Openai Api Calls | ||
| 3 Accounts / Source | ||
| 3 Data Sources | ||
| 30 Alerts/Mo | ||
| 300 Alerts/Mo | ||
| 5,000 Export Refreshes/Mo | ||
| 5,000 Import Refreshes/Mo | ||
| 5,000 Row Import Size | ||
| 50 Export Runs/Mo | ||
| 50 Import Refreshes/Mo | ||
| 500 Export Refreshes/Mo | ||
| 500 Import Refreshes/Mo | ||
| 500 Row Export Size | ||
| 50K/Mo Openai Api Calls | ||
| 6 Data Sources | ||
| Admin Controls | ||
| Chat, Email Support | ||
| Consolidated Billing | ||
| Custom Sso | ||
| Daily Auto Data Exports |
Showing 30 of 30 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Coefficient comes out ahead overall, though Numerous.ai can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Coefficient's paid plans start at $49/mo and Numerous.ai's start at $10/mo, so Numerous.ai is the lower entry price. Check the pricing comparison for higher tiers and per-seat costs.
Coefficient offers a free tier; Numerous.ai does not currently list one.
Numerous.ai scores higher on pricing value in Staquest's analysis. It is the highest-weighted dimension in this comparison.
Coefficient exposes a public API. The feature comparison and dimension scores above cover the full breakdown.
