Best Augmented Analytics Software in 2026
Updated
In short: TIBCO Spotfire is ranked #1 of 28 as of 3 October 2026, ahead of Tellius and Salesforce CRM Analytics. The best-ranked option with a free plan is Zoho Analytics. The lowest first paid tier on this page is ThoughtSpot at $0.10/mo.
Augmented analytics tools bring assisted ways to explore data and interpret findings into analytical work. Compare AI explanations, automated insights and natural-language analysis to assess how each option supports investigation; forecasting and root-cause analysis add further capabilities to weigh. The ranking opens with TIBCO Spotfire, Tellius and Salesforce CRM Analytics, followed by Panorama and Zoho Analytics. Deployment options can help you consider fit with your environment, while free-plan availability and paid starting prices provide cost context. Use the listed distinctions to focus on the kinds of questions you need to answer and the ways your team prefers to examine results.
28 augmented analytics software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
| # | Platform | Score | Why | From | Free plan | Paid from | Natural-language analysis | |
|---|---|---|---|---|---|---|---|---|
| 1 | TIBCO Spotfire | 8.1 | RecognisedAPIDocumented | $250/mo | No | — | Yes | View |
| 2 | Tellius | 8.0 | RecognisedAPIDocumented | — | No | — | Yes | View |
| 3 |  Salesforce CRM Analytics | 7.8 | RecognisedAPIDocumented | $11.67/mo | No | 140 /user/mo | Yes | View |
| 4 |  Panorama | 7.7 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 5 | Zoho Analytics | 7.5 | RecognisedAPIDocumented | $24/mo | Yes | — | — | View |
| 6 | Akkio | 7.5 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 7 | Hex | 7.4 | RecognisedAPIDocumented | $36/mo | Yes | 36 /user/mo | — | View |
| 8 | Pyramid Analytics | 7.2 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 9 |  Polymer | 7.2 | RecognisedAPIDocumented | $0.42/mo | No | 10 /user/mo | Yes | View |
| 10 | ThoughtSpot | 6.9 | RecognisedAPIDocumented | $0.10/mo | No | 25 /user/mo | — | View |
| 11 | Domo | 6.9 | RecognisedAPIDocumented | — | No | — | — | View |
| 12 | GoodData | 6.2 | RecognisedAPIDocumented | — | — | — | — | View |
| 13 | Yellowfin BI | 6.2 | RecognisedAPIDocumented | — | No | — | — | View |
| 14 | Julius AI | 6.1 | RecognisedAPIDocumented | $20/mo | Yes | — | — | View |
| 15 | Omni Analytics | 6.0 | RecognisedAPIDocumented | — | No | — | — | View |
| 16 | SAS Visual Analytics | 5.9 | RecognisedAPIDocumented | — | — | — | — | View |
| 17 | Qlik Sense | 5.9 | RecognisedAPIDocumented | $300/mo | — | — | — | View |
| 18 |  SPS Analytics | 5.9 | RecognisedAPIDocumented | — | — | — | No | View |
| 19 |  disy Cadenza | 5.7 | RecognisedAPIDocumented | — | — | — | — | View |
| 20 | DataRobot | 5.4 | RecognisedAPIDocumented | — | — | — | — | View |
| 21 | Pecan AI | 5.3 | RecognisedAPIDocumented | — | — | — | — | View |
| 22 |  Vizly | 5.2 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 23 |  Predict.ai | 5.2 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 24 | Obviously AI | 5.2 | RecognisedAPIDocumented | — | Yes | — | — | View |
| 25 | AnswerRocket | 5.0 | RecognisedAPIDocumented | — | — | — | — | View |
Is your platform on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which augmented analytics software is ranked first on Inferse?
TIBCO Spotfire is ranked #1 of 28 with a score of 8.1. Tellius is second and Salesforce CRM Analytics third.
How many of these have a free plan?
3 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, ThoughtSpot has the lowest first paid tier we found: $0.10/mo.
How is this list ranked?
Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it. Paid placements never change a rank.