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Business Intelligence · head to head

Lightdash vs Nansen

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
Nansen logo

Nansen

Crypto

Blockchain analytics for smart money

From
$150/month
Rated
-
Full reviewWebsite

The short version

  • Only Lightdash has a free tier, so it costs nothing to try first.
  • Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; Nansen no pricing published on public pages; pricing details require app login
  • They diverge on capability: Lightdash covers dbt Integration, Nansen covers Wallet Labels.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Lightdash and Nansen actually diverge.

Attributes where Lightdash and Nansen differ
AttributeLightdashNansen
Starting priceFree$150/month
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Web
CategoryBusiness IntelligenceCrypto
Founded20212019

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Lightdash

  • dbt Integration
  • Metrics Layer
  • Dashboards
  • Scheduling
  • Version Control
  • dbt
  • BigQuery
  • Snowflake

Only in Nansen

  • Wallet Labels
  • Smart Money Tracking
  • Token God Mode
  • NFT Paradise
  • DeFi Analytics
  • Multi-chain
  • API

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Lightdash

  • Self-service analyticsnot Nansen
  • Data explorationnot Nansen
  • Ad-hoc reportingnot Nansen
  • Collaborative analysisnot Nansen
  • Embedded analyticsnot Nansen

Nansen

  • Analyticsnot Lightdash
  • On Chainnot Lightdash
  • Researchnot Lightdash

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Lightdash

  • Requires existing dbt infrastructure, not suitable for teams without data models
  • Enterprise features and AI agents unavailable in open-source MIT-licensed core

Nansen

  • No pricing published on public pages; pricing details require app login

Pricing, plan by plan

Lightdash

Free
  • Open SourceFree
    • MIT-licensed core
    • Self-hostable
    • dbt integration
  • Cloud Managed$undefined/mo
    • Managed hosting
    • Premium features
    • AI agent capabilities

Nansen

$150/month
  • Pioneer$150/month
    • Smart Money
    • Token Flows
    • NFT analytics
  • Standard$750/month
    • All Pioneer features
    • API access
    • Advanced queries

Which should you pick?

Choose Lightdash if

  • You need dbt integration.
  • You want to start without paying.
  • You work on Web, Cloud (managed), Self-hosted (on-premise).
  • You also want metrics layer.
Lightdash review

Choose Nansen if

  • You need wallet labels.
  • You also want smart money tracking.
Nansen review

Questions people ask

Is Lightdash or Nansen better?
Neither clearly leads. Lightdash starts at Free and Nansen at $150/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or Nansen?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and $150/month for Nansen.
Does Lightdash or Nansen run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Nansen runs on Web.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Nansen starts at $150/month.
What is Lightdash best used for?
Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Nansen is typically brought in for.
What can Lightdash do that Nansen cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Nansen covers Wallet Labels, Smart Money Tracking, Token God Mode, NFT Paradise. Both handle Web support.

Answered from the vendors’ own pages

Lightdash: Is Lightdash free?

Yes. Lightdash is free and open source under the MIT license. Self-hosting is completely free. Managed cloud services and enterprise features require separate licensing.

Source
Nansen: How much does Nansen cost?

Nansen does not publish pricing on its public website. The site mentions 'Low Fees, Optimized Pricing' and references a tier system that 'unlocks lower fees' through platform activity, but specific costs require logging into the Nansen app to view.

Source
Lightdash: How does Lightdash integrate with dbt?

Lightdash reads dbt models and metric definitions directly. A team defines metrics once in dbt and reuses them across dashboards, exploration, and AI agents without redefinition.

Source
Nansen: What pricing model does Nansen use?

Nansen uses a tier-based fee structure where users accumulate Stack Points through trading activity to climb tiers and unlock reduced fees. Exact fee percentages and tier thresholds are not disclosed on the public website.

Source
Lightdash: Does Lightdash support SQL queries?

Yes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.

Source
Lightdash: What are Lightdash AI agents?

Lightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.

Source
Lightdash: Can Lightdash be self-hosted?

Yes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.

Source
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