This page's audience our own tag's counts — open to see them

Period

–Visits

–Page views

–Clicks to vendors

–Time on page

–Reading now

Clicks to vendors, by tool

Top countries

Devices

– · visits, page views and clicks counted by our own tag, which counts more than our checked analytics; every figure rounded down · how we count

Best Zenlytic Metrics Layer Alternatives in 2026

Free#23 of 28 in Semantic Layer Software

The top Zenlytic Metrics Layer alternatives are Cube, AtScale and GoodData: 15 semantic layer software our editors would look at instead of Zenlytic Metrics Layer, in our ranking order.

7.1/10Editor score

Visit Zenlytic

Zenlytic Metrics Layer7.1 Visit Zenlytic

15 alternatives
Updated Oct 2026
Our Zenlytic Metrics Layer verdict

Zenlytic Metrics Layer: A self-hosted semantic layer for governed metrics, access controls, and warehouse querying. Where it falls short: requires self-hosted deployment and operational ownership.

Switching from Zenlytic Metrics Layer? For most semantic layer software buyers the best Zenlytic Metrics Layer alternative is Cube, built for teams needing a complete governed semantic layer. On a budget, Honeydew starts at $20/user/mo.

Why People Look for a Zenlytic Metrics Layer Alternative

Requires self-hosted deployment and operational ownership
Works with Zenlytic as its supported BI tool
Does not provide documented AI features

Quick Picks by What You Need

Best overallCube9.4
Teams needing a complete governed semantic layer
Visit Cube
Lowest priceHoneydew9.0
Paid plans from $20/user/mo
Visit Honeydew
Best free optionCube9.4
Has a free plan
Visit Cube

All 15 Zenlytic Metrics Layer 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.

1
Cube
Best forTeams needing a complete governed semantic layer
- Better than Zenlytic Metrics Layer:
- Editor score 9.4 vs 7.1
A governed semantic layer for teams building internal and embedded analytics.
- Row-level security
- Query API
- Governed metrics
Free plan Our Cube verdict → Visit Cube
9.4/10★★★★★
Visit Cube
2
AtScale
Best forEnterprise BI and governed metrics programs
- Better than Zenlytic Metrics Layer:
- Editor score 9.3 vs 7.1
A strong fit for enterprise teams standardizing governed metrics across BI and AI.
- Row-level security
- Query API
- Governed metrics
Free plan · pricing on request · 14-day trial Our AtScale verdict → Visit AtScale
9.3/10★★★★★
Visit AtScale
3
GoodData
Best forEmbedded and multitenant analytics teams
- Better than Zenlytic Metrics Layer:
- Editor score 9.1 vs 7.1
A strong fit for teams building governed, embedded analytics across multiple data sources.
- Row-level security
- Query API
- Governed metrics
Pricing on request · 30-day trial Our GoodData verdict → Visit GoodData
9.1/10★★★★★
Visit GoodData
4
Honeydew
Best forTeams wanting affordable governed analytics APIs
- Better than Zenlytic Metrics Layer:
- Editor score 9.0 vs 7.1
Affordable governed analytics APIs with strong modeling, access controls, and BI connectivity.
- Row-level security
- Query API
- Governed metrics
14-day trial Our Honeydew verdict → Visit Honeydew
9.0/10★★★★☆
Visit Honeydew
5
Starburst Enterprise Context Layer
Best forFederated data product and metrics governance
- Better than Zenlytic Metrics Layer:
- Editor score 8.9 vs 7.1
A governed semantic layer for federated data products, metrics, BI, APIs, and AI agents.
- Row-level security
- Query API
- Governed metrics
Free plan · 30-day trial Our Starburst Enterprise Context Layer verdict → Visit Starburst
8.9/10★★★★☆
Visit Starburst
6
Looker
Best forEstablished teams using LookML and embedded BI
- Better than Zenlytic Metrics Layer:
- Editor score 8.8 vs 7.1
A broad LookML-based BI platform for governed analytics, APIs, and embedded experiences.
- Row-level security
Pricing on request Our Looker verdict → Visit Looker
8.8/10★★★★☆
Visit Looker
7
Kyligence
Best forMultidimensional enterprise analytics
- Better than Zenlytic Metrics Layer:
- Editor score 8.7 vs 7.1
A broad semantic layer for governed, multidimensional enterprise analytics.
- Row-level security
- Query API
- Governed metrics
Pricing on request Our Kyligence verdict → Visit Kyligence
8.7/10★★★★☆
Visit Kyligence
8
Kyvos
Best forHigh-scale multidimensional BI deployments
- Better than Zenlytic Metrics Layer:
- Editor score 8.6 vs 7.1
A governed semantic layer for multidimensional analytics across cloud and on-premises data.
- Row-level security
- Query API
- Governed metrics
Our Kyvos verdict → Visit Kyvos
8.6/10★★★★☆
Visit Kyvos
9
Strata
Best forGit-centered semantic modeling teams
- Better than Zenlytic Metrics Layer:
- Editor score 8.5 vs 7.1
A Git-centered semantic layer for governed metrics, safe blending, and self-service analytics.
- Row-level security
- Query API
- Governed metrics
Free plan Our Strata verdict → Visit Strata
8.5/10★★★★☆
Visit Strata
10
dbt Semantic Layer
Best fordbt teams defining metrics as code
- Better than Zenlytic Metrics Layer:
- Editor score 8.4 vs 7.1
A dbt-native semantic layer for version-controlled metrics, joins, lineage, and query APIs.
- Query API
- Governed metrics
- Dimensions and joins
Free plan Our dbt Semantic Layer verdict → Visit dbt Labs
8.4/10★★★★☆
Visit dbt Labs
11
Holistics
Best forLarge teams needing governed embedded analytics
- Better than Zenlytic Metrics Layer:
- Editor score 8.3 vs 7.1
A governed analytics platform for teams building embedded, code-managed BI.
- Row-level security
14-day trial Our Holistics verdict → Visit Holistics
8.3/10★★★★☆
Visit Holistics
12
Quaeris Semantic Layer
Best forTeams requiring certified metrics and auditability
- Better than Zenlytic Metrics Layer:
- Editor score 8.2 vs 7.1
A governed metrics layer with strong security, lineage, and embedding features at a high entry price.
- Certified models
- Row-level security
- Query API
Our Quaeris Semantic Layer verdict → Visit Quaeris
8.2/10★★★★☆
Visit Quaeris
13
Omni Analytics
Best forModern cloud BI and workbook workflows
- Better than Zenlytic Metrics Layer:
- Editor score 8.1 vs 7.1
A cloud BI platform combining governed metrics, workbooks, SQL, AI, and embedded analytics.
- Row-level security
Pricing on request Our Omni Analytics verdict → Visit Omni Analytics
8.1/10★★★★☆
Visit Omni Analytics
14
Rill Metrics SQL
Best forAffordable metrics APIs with open-source flexibility
- Better than Zenlytic Metrics Layer:
- Editor score 8.0 vs 7.1
An affordable, open-source-friendly metrics layer with APIs, dashboards, and governed access.
- Row-level security
- Query API
- Governed metrics
30-day trial Our Rill Metrics SQL verdict → Visit Rill
8.0/10★★★★☆
Visit Rill
15
Sema
Best forTeams prioritizing auditable AI analytics
- Better than Zenlytic Metrics Layer:
- Editor score 7.9 vs 7.1
Sema connects governed metrics, conversational queries, and audit evidence for AI analytics teams.
- Row-level security
- Query API
- Governed metrics
Free plan · 14-day trial Our Sema verdict → Visit Sema
7.9/10★★★★☆
Visit Sema

Zenlytic Metrics Layer Alternatives: Common Questions

What is the best alternative to Zenlytic Metrics Layer?

Cube: #1 in our Semantic Layer Software ranking, with an editor score of 9.4 out of 10. A governed semantic layer for teams building internal and embedded analytics.

Is there a free alternative to Zenlytic Metrics Layer?

Yes. Cube, AtScale, Starburst Enterprise Context Layer, Strata and dbt Semantic Layer have a free plan or a free tier (6 of the 15 alternatives on this page).

What is the cheapest paid alternative to Zenlytic Metrics Layer?

Of the alternatives here that publish a price, Honeydew starts lowest, at $20/user/mo.

Why do people look for Zenlytic Metrics Layer alternatives?

Requires self-hosted deployment and operational ownership; Works with Zenlytic as its supported BI tool; Does not provide documented AI features.

How do I switch from Zenlytic Metrics Layer?

Export your data from Zenlytic Metrics Layer (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 Zenlytic Metrics Layer.

How to Switch from Zenlytic Metrics Layer

Export your data from Zenlytic Metrics Layer (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 Zenlytic Metrics Layer.

Zenlytic Metrics Layer vs Each Alternative

#	Tool	Free plan	Paid from	Governed metrics	Dimensions and joins	Row-level security	Deployment model	Score
23	Zenlytic Metrics Layer		Free	Yes	Yes	Yes	Self_hosted	7.1
1	Cube	Yes	$40/user/mo	Yes	Yes	Yes	Hybrid	9.4
2	AtScale	Yes		Yes	Yes	Yes	Hybrid	9.3
3	GoodData	No		Yes	Yes	Yes	Hybrid	9.1
4	Honeydew	No	$20/user/mo	Yes	Yes	Yes	Hybrid	9.0
5	Starburst Enterprise Context Layer	Yes	$0.50/unit usage-based	Yes	Yes	Yes	Hybrid	8.9
6	Looker	No				Yes		8.8
7	Kyligence			Yes	Yes	Yes	Hybrid	8.7
8	Kyvos	No	$0.41/unit usage-based	Yes	Yes	Yes	Hybrid	8.6
9	Strata	Yes		Yes	Yes	Yes	Hybrid	8.5
10	dbt Semantic Layer	Yes		Yes	Yes		Cloud	8.4
11	Holistics	No	$800/mo			Yes		8.3
12	Quaeris Semantic Layer	No	$1,000/mo	Yes	Yes	Yes	Hybrid	8.2
13	Omni Analytics	No				Yes		8.1
14	Rill Metrics SQL	No	$20/seat/mo	Yes	Yes	Yes	Hybrid	8.0
15	Sema	Yes		Yes	Yes	Yes	Hybrid	7.9

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated 7 Oct 2026 · How we research and update