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Dagster Cloud logo

Dagster Cloud

Approaching Agent-Ready
Agent-Ready SaaS Index · dagster.io · scored 2026-05-09 · rubric v2.0
Score 66 / 100
Customer Data Platform CDP
Public API

Dagster Cloud scores 66/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; usage-based / per-token pricing is published.

See Dagster Cloud pricing summaryLive pricing page
Pricing
Dagster Cloud pricing
As of 2026-05-09 · www.dagster.io/pricing
Solo
$10/user/mo
Individual builders shipping simple pipelines
1 user, 1 code location, 1 deployment
30‑day free trial
Starter
$100/user/mo
Growing teams running production pipelines
Up to 3 users, 5 code locations, 1 deployment
30‑day free trial
Pro
Sales
Contact sales
Enterprise‑grade platform features
Unlimited code locations and deployments
Custom security questionnaires
Enterprise
Sales
Contact sales
Unlimited scale for large data platforms
Dedicated support and SLAs
Custom security and compliance
Score breakdown · rubric v2.0
How Dagster Cloud scores on the agent-ready dimensions

Public pricing visibility

15 / 15

Self-serve checkout

15 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

20 / 20

Free entry path

4 / 7

No sales call required

7 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10


Total
66 / 100
Effective pricing
What it actually costs at typical scale
1 user, 100 credits (Solo)
$14/mo
· Solo base $10/month· 100 credits @ $0.04 each
Confidence: high
3 users, 500 credits (Starter)
$117.5/mo
· Starter base $100/month· 500 credits @ $0.035 each
Confidence: high
Agent purchase verdict
Can an autonomous agent transact here?
Agent-ready
LLM score: 75/100

Can create account

Yes

Can enter payment method

Yes

Can upgrade plan

Yes

Can buy more usage

Yes

Can cancel online

Yes


Payment methods

card

Human approval recommended

No

Pricing transparency

full

Purchase motion

self_serve

Demo required

No

Quote required

No


Annual commit required

No

Auto-renewal mentioned

Yes

Cancellation policy visible

Yes

Refund policy visible

Yes


Invoice payment available

Yes

Purchase orders supported

Yes

MSA required

No

DPA available

No

Security review required

No


Trial

30 days (card required)

Enterprise signals
Trust & compliance

SSO / SAML

Unknown

RBAC

Yes

Audit logs

Yes

Competitive intel
Positioning & ecosystem
Headline

“Flexible pricing for modern data platforms”

Buyer persona

smb
mid market
enterprise
developer

Integrations mentioned
Slack
Value claims
30‑day free trial
Agent purchase simulation
Six-step check: can an agent actually buy from Dagster Cloud?
✓

Discover price

✓

Select a plan

✗

Pay per task

✗

Avoid a sales call

✗

API docs without auth

✗

Estimate cost upfront

Analysis
Pros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.
✓ For an AI agent
  • Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
◐ Opportunities for the provider
  • No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
  • All advertised tiers route to a sales contact form; an agent cannot complete a purchase autonomously.
  • API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
One-line fix
How Dagster Cloud could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

true

headline_phrasing

Flexible pricing for modern data platforms — Software & Technology

tier_count

6

lowest_paid_entry_usd

10

free_tier

false

free_tier_terms

null

per_unit_price

$0.01 per compute minute

annual_required

false

self_serve_paid_tiers

0

sales_only_tiers

1

public_api_docs_url

https://docs.dagster.io/

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

{"unit_class":"compute_time","confidence":"low","agent_task_price_forecastable":"partial","rejected_reason":null,"evidence_text":"$0.01 per compute minute"}

usage_headline_present

false

custom_tier_present

true

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":true,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Flexible pricing for modern data platforms
CTAs (40): Try Compass now → · Watch now → · Product Overview · Data Orchestration · Data Catalog · Data Quality · Sign up · Cost Insights · Compass · Integrations · Enterprise · Support
Price tokens (13): $10per monthFor individua · $0.040/credit · $100per monthFor growing t · $0.035/creditUp to · $120per monthPerfect for p · $1200per monthFor productio · $0.01 per compute minute · $0.01 per compute minuteCust · $10/month plus · $0.040 per credit · $100/month plus · $0.035 per credit
Meet Compass — Dagster’s new AI data analyst for Slack. Turn questions into trusted insights, instantly. Try Compass now →Discover What assets do best, an animated, narrated story about how data assets work together. Watch now →ProductProduct OverviewData OrchestrationData CatalogData QualitySign upCost InsightsCompassIntegrationsEnterpriseSupportSolutionsIndustriesFinanceSoftware & TechnologyRetail & E-commerceLife SciencesSign upWorkflowsETL/ELT PipelinesAI & Machine LearningData ModernizationData ProductsSupportPricingCompanyAbout usCareersPartnersBrand KitResourcesResourcesResource HubBlogEventsDocsCustomer StoriesCommunityDagster UniversityGitHubSlackHow we CompareDagster vs AirflowDagster vs PrefectDagster vs dbt CloudDagster vs Azure Data FactoryDagster vs AWS Step FunctionsFeatured resources AI Modernization GuideLearn how to build a data platform that's ready for AIGet the Guide Scaling Data Teams eBookDownload Dagster's free eBook to learn how to build systems that scale with clarity, reliability, and confidence.Get the eBookTry Dagster+Sign InFlexible pricing for modern data platformsDagster+ supports workloads from ELT and dbt to AI and LLMs, with pricing designed for teams from individual builders to production-scale data platforms.Updated Solo and Starter pricing takes effect May 1, 2026 Read the FAQSolo Plan$10per monthFor individual builders shipping simple pipelines.Get StartedPay-as-you-go $0.040/credit1 User1 Code location1 Deployment30-day free trialStarte…
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Agent-Ready Spec
Dagster Cloud
Approaching Agent-Ready

66

/ 100 (rubric v2.0)

Category

Customer Data Platform CDP

Pricing model

Flexible pricing for modern data platforms — Software & Technology

Tier count

6

Free tier

No

Lowest paid entry

$10/mo

Per-unit price

$0.01 per compute minute

Self-serve / sales-only tiers

0 / 1


Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published


Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from www.dagster.io/pricing
Pricing model

Tier-based subscription

Agent-purchase verdict
Agent-ready
75/100 · v2.1
Canonical answer

Dagster Cloud pricing starts at $10/mo for the Solo plan; a 30‑day free trial is available; paid plans go up to $100/mo for the Starter plan. Billed monthly.

Cheapest entry

Solo Plan ($10)

Actions
Open live pricing page
Verdict reflects Approaching Agent-Ready status under rubric v2.0. Source observed at https://www.dagster.io/pricing.
Agent-friendly features2 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

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CompanyAgentically Inc. (d/b/a xpay✦)1875 Mission St, Ste 103San Francisco, CA 94103, United Stateslegal@xpay.sh · privacy@xpay.sh
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