Best MG-RAST Alternatives in 2026
The top MG-RAST alternatives are Tableau, Looker and Zoho Analytics: 15 data analytics software our editors would look at instead of MG-RAST, in our ranking order.
MG-RAST: A free, specialist service for processing and comparing metagenomic sequence data. Where it falls short: focused on metagenomic research, not general-purpose business analytics.
Switching from MG-RAST? For most data analytics software buyers the best MG-RAST alternative is Tableau, built for teams needing versatile, widely adopted BI. On a budget, IBM Cognos Analytics starts at $10.60/user/mo.
Why People Look for an MG-RAST Alternative
- Focused on metagenomic research, not general-purpose business analytics
- Documented inputs are limited to shotgun, metatranscriptome, and amplicon data
- Documentation is the listed support channel
Quick Picks by What You Need
- Best overallTableau9.4
Teams needing versatile, widely adopted BI
Visit Tableau - Lowest priceIBM Cognos Analytics8.9
Paid plans from $10.60/user/mo
Visit IBM Cognos Analytics - Best free optionTableau9.4
Has a free plan
Visit Tableau
All 15 MG-RAST Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forTeams needing versatile, widely adopted BI
- Better than MG-RAST:
- Editor score 9.4 vs 6.3
Versatile BI with broad deployment, refresh, governance, and embedding options.
- Natural-language queries
9.4/10★★★★★Visit Tableau -
Best forEnterprises standardizing governed analytics
- Better than MG-RAST:
- Editor score 9.3 vs 6.3
A governed analytics platform for teams modeling, exploring, and embedding data.
- Natural-language queries
9.3/10★★★★★Visit Looker -
Best forSmall teams building dashboards across business data
- Better than MG-RAST:
- Editor score 9.2 vs 6.3
Broad BI capabilities with a free plan and a $24/month annual-billing entry point.
- Natural-language queries
9.2/10★★★★★Visit Zoho Analytics -
Best forLarge organizations needing deep digital analytics
- Better than MG-RAST:
- Editor score 9.1 vs 6.3
Deep web and mobile analysis for organizations that need custom measurement.
9.1/10★★★★★See Adobe Analytics -
Best forTeams exploring complex, connected datasets
- Better than MG-RAST:
- Editor score 9.0 vs 6.3
A broad analytics toolkit for connected data, with paid plans starting at $300 per month.
- Natural-language queries
9.0/10★★★★☆Visit Qlik -
Best forOrganizations needing governed reporting and forecasts
- Better than MG-RAST:
- Editor score 8.9 vs 6.3
A governed BI suite spanning reports, dashboards, forecasting and hybrid deployment.
- Natural-language queries
8.9/10★★★★☆Visit IBM Cognos -
Best forOrganizations consolidating many data sources
- Better than MG-RAST:
- Editor score 8.8 vs 6.3
Domo unifies diverse data sources with dashboards, no-code ETL, alerts, and embedded analytics.
- Natural-language queries
8.8/10★★★★☆Visit Domo -
Best forProduct teams analyzing user behavior
- Better than MG-RAST:
- Editor score 8.7 vs 6.3
Behavioral analytics for tracking events, funnels, retention, and session replay.
8.7/10★★★★☆Visit Amplitude -
Best forTeams measuring product and web engagement
- Better than MG-RAST:
- Editor score 8.6 vs 6.3
Event-based analytics that connects funnels, retention, replays, and experimentation.
8.6/10★★★★☆Visit Mixpanel -
Best forProduct teams wanting analytics plus experimentation
- Better than MG-RAST:
- Editor score 8.5 vs 6.3
A broad product analytics toolkit with event tracking, replay, flags, experiments, and self-hosting.
8.5/10★★★★☆Visit PostHog -
Best forPrivacy-conscious teams tracking websites and stores
- Better than MG-RAST:
- Editor score 8.4 vs 6.3
Broad web analytics with self-hosted control and a free Community edition.
8.4/10★★★★☆Visit Matomo -
Best forTeams wanting natural-language warehouse analytics
- Better than MG-RAST:
- Editor score 8.3 vs 6.3
ThoughtSpot suits teams that want governed, conversational analytics across cloud data.
- Natural-language queries
8.3/10★★★★☆Visit ThoughtSpot -
Best forTeams seeking affordable self-hosted BI
- Better than MG-RAST:
- Editor score 8.2 vs 6.3
Affordable BI with graphical and SQL querying across cloud or self-hosted deployments.
- Natural-language queries
8.2/10★★★★☆Visit Metabase -
Best forEnterprises needing forecasting and spatial analysis
- Better than MG-RAST:
- Editor score 8.1 vs 6.3
Enterprise BI with forecasting, spatial analysis, dashboards and embedded insights.
- Natural-language queries
8.1/10★★★★☆Contact SAS -
Best forAnalysts working with streaming or scientific data
- Better than MG-RAST:
- Editor score 8.0 vs 6.3
A deep analytics platform for streaming, scientific, and operational data workflows.
8.0/10★★★★☆Visit TIBCO Spotfire
MG-RAST Alternatives: Common Questions
What is the best alternative to MG-RAST?
Tableau: #1 in our Data Analytics Software ranking, with an editor score of 9.4 out of 10. Versatile BI with broad deployment, refresh, governance, and embedding options.
Is there a free alternative to MG-RAST?
Yes. Tableau, Zoho Analytics, Amplitude, Mixpanel and PostHog have a free plan or a free tier (7 of the 15 alternatives on this page).
What is the cheapest paid alternative to MG-RAST?
Of the alternatives here that publish a price, IBM Cognos Analytics starts lowest, at $10.60/user/mo.
Why do people look for MG-RAST alternatives?
Focused on metagenomic research, not general-purpose business analytics; Documented inputs are limited to shotgun, metatranscriptome, and amplicon data; Documentation is the listed support channel.
How do I switch from MG-RAST?
Export your data from MG-RAST (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel MG-RAST.
How to Switch from MG-RAST
- Export your data from MG-RAST (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel MG-RAST.
MG-RAST vs Each Alternative
| # | Tool | Free plan | Paid from | Deployment | Natural-language queries | Score |
|---|---|---|---|---|---|---|
| 32 | MG-RAST | Yes | Free | Cloud | 6.3 | |
| 1 | Tableau | Yes | $15/user/mo | Hybrid | Yes | 9.4 |
| 2 | Looker | No | Hybrid | Yes | 9.3 | |
| 3 | Zoho Analytics | Yes | $24/mo | Hybrid | Yes | 9.2 |
| 4 | Adobe Analytics | No | 9.1 | |||
| 5 | Qlik Sense | No | $300/mo | Hybrid | Yes | 9.0 |
| 6 | IBM Cognos Analytics | No | $10.60/user/mo | Hybrid | Yes | 8.9 |
| 7 | Domo | No | Cloud | Yes | 8.8 | |
| 8 | Amplitude | Yes | 8.7 | |||
| 9 | Mixpanel | Yes | $120/mo | 8.6 | ||
| 10 | PostHog | Yes | 8.5 | |||
| 11 | Matomo | Yes | €230/mo | 8.4 | ||
| 12 | ThoughtSpot | No | $25/user/mo | Cloud | Yes | 8.3 |
| 13 | Metabase | Yes | $65/user/yr | Hybrid | Yes | 8.2 |
| 14 | SAS Visual Analytics | Hybrid | Yes | 8.1 | ||
| 15 | TIBCO Spotfire | No | Hybrid | 8.0 |
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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