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  7. DataStax Astra

DataStax Astra logo

DataStax Astra

Partially Agent-Ready
Agent-Ready SaaS Index · datastax.com · scored 2026-05-09 · rubric v2.0
Score 46 / 100
Database As A Service Dbaas
Self-serve checkout
Public API

DataStax Astra scores 46/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; a free entry path exists.

See DataStax Astra pricing summaryLive pricing page
Pricing
DataStax Astra pricing
As of 2026-05-09 · www.datastax.com/products/datastax-astra/pricing
Pay-as-you-go API
Sign up, get an API key, pay per call

Self-serve checkout with public pricing — an autonomous agent can complete the purchase without a sales call.

Signup: email
Instant use
Free tier
Score breakdown · rubric v2.0
How DataStax Astra scores on the agent-ready dimensions

Public pricing visibility

12 / 15

Self-serve checkout

15 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

0 / 20

Free entry path

7 / 7

No sales call required

7 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
46 / 100
Effective pricing
What it actually costs at typical scale
1 vCPU core, 4 GB RAM, 30 days
$201.6/mo
· 0.20 USD per RU per core‑hour· 0.02 USD per RU per GB‑hour· 30‑day month
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

No

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

No

Cancellation policy visible

No

Refund policy visible

No

Invoice payment available

Unknown

Purchase orders supported

Unknown

MSA required

Unknown

DPA available

Unknown

Security review required

Unknown

Trial

Available, no card

Competitive intel
Positioning & ecosystem
Headline

“The only hybrid, open data lakehouse for enterprise AI and analytics.”

Buyer persona

enterprise
developer

Agent purchase simulation
Six-step check: can an agent actually buy from DataStax Astra?
✓

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.
  • PPU requires account creation and an issued API key; a fully unauthenticated agent purchase is not yet supported.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
One-line fix
How DataStax Astra 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

watsonx.data pricing — The only hybrid, open data lakehouse for enterprise AI and analytics.

tier_count

2

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

1

sales_only_tiers

0

public_api_docs_url

https://www.ibm.com/products/datastax

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

false

custom_tier_present

true

agent_friendly

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

View raw extracted page text →
Page heading: watsonx.data pricing · FAQ
CTAs (17): Home · Products · watsonx data · Start your free trial · See the pricing · Buy on IBM Cloud · Buy on AWS · here · Contact sales · Can I deploy watsonx.data across different environments? · IBM Cloud · AWS
Home Products watsonx data Pricing watsonx.data pricing The only hybrid, open data lakehouse for enterprise AI and analytics. Start your free trial See the pricing Power Gen AI Scale and automate the preparation of structured and unstructured data to build more reliable generative AI applications. Open and hybrid by design Access data and deploy across on-premises, in the cloud, and in hybrid environments. Optimize price performance for any workload Select from multiple, fit-for-purpose query engines to optimize your workloads for the right balance of cost and performance. Enterprise-grade security and governance Secure, compliant, and audit-ready with enterprise-grade governance, lineage tracking, version control, access policies and more. Estimate your price in a few clicks - pick your use case or build your own solution Contact Sales Request a quote More ways to buy Buy on IBM Cloud Buy on AWS Only pay for what you use Our managed service offering provides consumption-based pricing that scales with your business, ensuring that you only pay for what you use.* Gluten and Spark Gluten and Spark Milvus Milvus Presto C++ and Presto Java Presto C++ and Presto Java Cassandra Cassandra Small On-Demand Resources are dynamically provisioned and automatically scaled up to the maximum cores available. Pricing is flexible based on 0.2 RU/hr/vCPU core + 0.02 RU/hr/GB Medium (Balanced) at 2.0 RUs/hr 16 vCPUs, 64 GiB RAM, plus ~ 900 GB of secondary storage Medium (Storage Optimized) at 2.…
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Are you DataStax Astra? Something off in this listing?
Agent-Ready Spec
DataStax Astra
Partially Agent-Ready

46

/ 100 (rubric v2.0)
Category

Database As A Service Dbaas

Pricing model

watsonx.data pricing — The only hybrid, open data lakehouse for enterprise AI and analytics.

Tier count

2

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

1 / 0

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from www.datastax.com/products/datastax-astra/pricing
Pricing model

Pay-as-you-go API

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

DataStax Astra pricing is consumption‑based at $0.20 per RU per vCPU‑core‑hour and $0.02 per RU per GB‑hour, with no fixed monthly fee and a free trial available.

Cheapest entry

Free trial (Free)

Actions
Open live pricing page
Verdict reflects Partially Agent-Ready status under rubric v2.0. Source observed at https://www.datastax.com/products/datastax-astra/pricing.
Agent-friendly features1 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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