Business Intelligence · head to head
Amazon QuickSight vs Evidence

Amazon QuickSight
Business Intelligence
Scalable, serverless BI by AWS
- From
- $3/month
- Rated
- -

Evidence
Business Intelligence
Business intelligence as code for teams and AI agents
- From
- $2500/month
- Rated
- -
The short version
- Each has a real cost: Amazon QuickSight reader and Reader Pro roles charged separately at $3 and $20/month; Evidence high starting price at $2,500/month limits small team adoption
- They diverge on capability: Amazon QuickSight covers SPICE In-memory Engine, Evidence covers Analytics Agent.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Amazon QuickSight and Evidence actually diverge.
| Attribute | Amazon QuickSight | Evidence |
|---|---|---|
| Starting price | $3/month | $2500/month |
| Pricing model | per-user | Flat team pricing with no per-user fees |
| Platforms | AWS | Cloud, Embedded |
| Founded | 2006 | Unknown |
Identical on both: free tier (No), user rating (Not yet rated), category (Business Intelligence).
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 Amazon QuickSight
- SPICE In-memory Engine
- ML Insights
- Natural Language Queries
- Embedded Analytics
- Pay-per-session
- Redshift
- S3
- Athena
Only in Evidence
- Analytics Agent
- Code-based infrastructure
- Development environment
- Visualization tools
- Embedded analytics
- Enterprise security
- Multi-channel access
What people use each for
The jobs each tool is most often brought in to do.
Amazon QuickSight
- Business intelligencenot Evidence
- Dashboard creationnot Evidence
- Data visualizationnot Evidence
Evidence
- Building version-controlled analytics infrastructurenot Amazon QuickSight
- Enabling AI agents to answer business questionsnot Amazon QuickSight
- Delivering analytics through multiple channels (web, Slack, ChatGPT)not Amazon QuickSight
- Embedding white-labeled analytics in productsnot Amazon QuickSight
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Amazon QuickSight
- Reader and Reader Pro roles charged separately at $3 and $20/month
- Author and Author Pro roles charged at $24 and $40/month
- $250/month infrastructure fee required if Pro users or Q&A enabled
- SPICE storage charged at $0.38/GB monthly (10 GB included)
- Pixel-perfect reports start at $500/month for 500 monthly units
- Alerts charged at $0.05-$0.50 per 1,000 metrics evaluated
Evidence
- High starting price at $2,500/month limits small team adoption
- No freemium option for evaluation or learning
- Code-based approach has steeper learning curve than visual tools
- AI credits limited on Team plan; additional credits cost extra
- Requires Git workflow familiarity for effective collaboration
Pricing, plan by plan
Amazon QuickSight
$3/month- Reader$3/month
- Dashboard viewing only
- Reader Pro$20/month
- Enhanced reader capabilities
- Author$24/month
- Dashboard creation and editing
- Author Pro$40/month
- Advanced authoring features
Evidence
$2500/month- Team$2500/month
- Unlimited users
- Monthly billing
- Analytics Agent
- Enterprise$null/custom
- All Team features
- SSO/SAML authentication
- SCIM directory sync
Which should you pick?
Choose Amazon QuickSight if
- You need spice in-memory engine.
- You work on AWS.
- You also want ml insights.
Choose Evidence if
- You need analytics agent.
- You work on Cloud, Embedded.
- You also want code-based infrastructure.
Questions people ask
- Is Amazon QuickSight or Evidence better?
- Neither clearly leads. Amazon QuickSight starts at $3/month and Evidence at $2500/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Amazon QuickSight or Evidence?
- Amazon QuickSight starts at $3/month and Evidence at $2500/month.
- Does Amazon QuickSight or Evidence run on more platforms?
- Amazon QuickSight runs on AWS. Evidence runs on Cloud, Embedded.
- What is Amazon QuickSight best used for?
- Amazon QuickSight is most often used for business intelligence, dashboard creation, data visualization. Of those, business intelligence and dashboard creation are not what Evidence is typically brought in for.
- What can Amazon QuickSight do that Evidence cannot?
- Amazon QuickSight covers SPICE In-memory Engine, ML Insights, Natural Language Queries, Embedded Analytics. Evidence covers Analytics Agent, Code-based infrastructure, Development environment, Visualization tools.
Answered from the vendors’ own pages
Amazon QuickSight: What does Amazon QuickSight cost per user?
QuickSight pricing varies by user role. Readers start at $3/month, Reader Pro at $20/month, Authors at $24/month, and Author Pro at $40/month. All prices are per user per month.
SourceEvidence: Does Evidence have per-user pricing?
No, Evidence offers one flat price for unlimited users at $2,500/month on the Team plan with a 30-day free trial.
SourceAmazon QuickSight: Does QuickSight charge an infrastructure fee?
Yes, QuickSight charges an infrastructure fee of $250/month per account if the account has at least one Pro user, has Q&A enabled via topics, or has dashboard Q&A enabled.
SourceEvidence: How many AI credits come with Team plan?
Team plan includes 20,000 AI credits monthly at $0.01 per additional credit. Enterprise offers custom credit packages.
SourceAmazon QuickSight: What are QuickSight's session capacity pricing options?
Session capacity pricing starts at $250/month for 500 sessions. Annual plans range from $20,000/year for 50,000 sessions to $258,000/year for 1,600,000 sessions, with volume discounts reducing unit costs from $0.50 to $0.16 per additional session.
SourceEvidence: What is included in the Enterprise plan?
Enterprise adds SSO/SAML, SCIM directory sync, row-level access rules, embedding capabilities, and custom deployment options at custom pricing.
SourceAmazon QuickSight: How much does additional SPICE storage cost?
Additional SPICE storage beyond the included 10 GB costs $0.38 per GB per month. Authors receive 10 GB included, but Readers do not.
SourceRelated pages
More on Amazon QuickSight
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- Evidence vs Preset
- Evidence vs MicroStrategy
- Evidence vs IBM Cognos Analytics
- Evidence vs ThoughtSpot
- Evidence vs Periscope Data
- Evidence vs Cyfe
- Evidence vs Exa
- Evidence vs Hebbia
- Evidence vs Stripe Dashboard
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- Evidence vs Celonis
- Evidence vs ChartMogul
- Evidence vs DashThis
- Evidence vs Cube
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- Evidence vs Hex
- Evidence vs Fabi
- Evidence vs Phocas
- Evidence vs Rill Data
- Evidence vs GoodData
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- Evidence vs Sisense
- Evidence vs Anaplan
- Evidence vs Deepnote
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- Evidence vs Oracle Analytics Cloud
- Evidence vs Zoho Analytics
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