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Alternatives · 2026

The best Amazon Q alternatives

The rest of Best Data Analytics Software, in this site's order: each with what it costs, where it runs and its record score.

1
TIBCO Spotfire

Spotfire is intended for engineers, scientists, operators, and domain experts working with complex, data-rich environments.

AndroidiPhone & iPadWeb+6 $3,000 a year Record6.1 Visit
2
Amplitude

Amplitude suits teams seeking event tracking, funnels, session replays, and ecommerce analytics.

AndroidiPhone & iPadWeb+3 $995 a month Record5.7 Visit
3
Mode

Mode suits data and business teams that need to analyze warehouse data, share queries, and create reports or internal data tools.

WebWindowsMac+2 Free plan Record5.6 Visit
4
PostHog

PostHog may suit product teams seeking analytics, session replay, feature flags, and data routing in one platform.

AndroidiPhone & iPadWeb+5 Free plan Record5.6 Visit
5
Qlik Sense

Qlik Sense suits organizations exploring data with dashboards, reports, forecasting, and natural-language queries.

AndroidiPhone & iPadWeb+4 $300 a month, billed yearly Record5.6 Visit
6
Heap

Heap may suit teams that want to track events, review conversion funnels and session recordings, or analyze ecommerce activity.

AndroidiPhone & iPadWeb+2 Free plan Record5.5 Visit
7
IBM Cognos Analytics

Cognos Analytics may suit organizations that need governed analytics, dashboards, and reporting.

AndroidiPhone & iPadWeb+4 $10.60 a month Record5.3 Visit
8 Self-hosted Free plan Record5.3 Visit
9
Mixpanel

It suits teams that need event, funnel, session-replay, or ecommerce analytics through an API.

AndroidiPhone & iPadWeb+2 Free plan Record5.3 Visit
10
Hex

Community is listed for hobbyists and small projects, Professional for individuals, Team for companies collaborating on data, and Enterprise for…

WebAPI $36 a month Record5.2 Visit
11 WebWindowsMac+3 $0.61 a month Record5.2 Visit
12
Microsoft Power Automate

It suits organizations automating cloud services, desktop applications, and legacy systems.

WebWindows $15 a month, billed yearly Record5.1 Visit
13
Zoho Analytics

Zoho Analytics suits teams that need to combine data sources, build visualizations, and distribute reports.

Self-hosted Free plan Record5.1 Visit
14 WebAPISelf-hosted $2,500 a month Record4.8 Visit
15
Salesforce CRM Analytics

It suits sales teams, service agents, and business users who need analytics integrated into Salesforce CRM.

AndroidiPhone & iPadWeb+1 — Record4.8 Visit
16 AndroidiPhone & iPadWeb+4 — Record4.8 Visit
17
Apache Superset

Superset suits teams that can manage a self-hosted data exploration and dashboard platform.

WebLinuxAPI+1 Free plan Record4.7 Visit
18
Holistics

Holistics is intended for data teams building governed models and business users who need to explore datasets or create reports without SQL.

WebAPI $960 a month, billed yearly Record4.7 Visit
19
SAS Visual Analytics

SAS Visual Analytics suits business analysts and teams that need to explore varied data sources, create reports, and use predictive analytics without…

AndroidiPhone & iPadWeb+2 — Record4.7 Visit
20
Matomo

Matomo suits organizations that need web, ecommerce, or conversion analytics and want a choice between hosted and self-hosted deployment.

APISelf-hosted €275 a month Record4.6 Visit
21
Adobe Analytics

It suits teams analyzing visitor behavior across web and mobile properties, including those that need journey analysis, governance controls, or…

AndroidiPhone & iPadWeb+2 — Record4.5 Visit
22
Looker

Looker may suit organizations that want governed data exploration, dashboards, embedded analytics, and natural-language queries.

AndroidiPhone & iPadWeb+2 — Record4.5 Visit
23
ThoughtSpot

ThoughtSpot may suit teams looking for cloud analytics with natural-language queries, scheduled reports, or embedded analytics.

AndroidiPhone & iPadWeb $25 a month, billed yearly Record4.4 Visit
24 Web $20 a month, billed yearly Record4.3 Visit