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Agent-Ready SaaS Index
Customer Data Platform CDP
Dagster Cloud
Dagster Cloud
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.
Dagster Cloud pricing
Solo
$10/user/mo
Starter
$100/user/mo
Pro
Contact sales
Enterprise
Contact sales
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
What it actually costs at typical scale
1 user, 100 credits (Solo)
$14/mo
3 users, 500 credits (Starter)
$117.5/mo
Can an autonomous agent transact here?
Can create account
Can enter payment method
Can upgrade plan
Can buy more usage
Can cancel online
Payment methods
Human approval recommended
Pricing transparency
full
Purchase motion
self_serve
Demo required
Quote required
Annual commit required
Auto-renewal mentioned
Cancellation policy visible
Refund policy visible
Invoice payment available
Purchase orders supported
MSA required
DPA available
Security review required
Trial
30 days (card required)
Trust & compliance
SSO / SAML
Unknown
RBAC
Audit logs
Positioning & ecosystem
“Flexible pricing for modern data platforms”
Buyer persona
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
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.- Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
- 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.
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} |
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See agent-ready picksDagster Cloud
66
/ 100 (rubric v2.0)Customer Data Platform CDP
Flexible pricing for modern data platforms — Software & Technology
6
No
$10/mo
$0.01 per compute minute
0 / 1
Public
No
Not published
2026-05-09
Tier-based subscription
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.
Solo Plan ($10)
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
Compare Dagster Cloud with peers
Highest-scoring companies in the same category that an AI agent might evaluate as an alternative.LeadBoxer
79
Wren AI
72
Evervault
71
Census
69
RainBarrel
69
Growhold
69
Able CDP
64
journy.io
57
Explore the Agent-Ready SaaS Index
25,480+ SaaS scored on agent-buyability — browse by readiness band, category, or jump straight to a pay-per-run tool on xpay.tools.
