Amazon Athena
Amazon Athena scores 74/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; a public API exists with documentation; usage-based / per-token pricing is published.
Amazon Athena pricing
3 SKUs priced in mixed units (TB, hour)
| Model / SKU | Input | Output |
|---|---|---|
SQL queries price per terabyte of data scanned | $5 / TB | — |
Capacity Reservations (DPU hour) price per DPU‑hour for provisioned capacity | $0.3 / hour | — |
Apache Spark (DPU hour) price per DPU‑hour for Spark workloads | $0.35 / hour | — |
How Amazon Athena scores on the agent-ready dimensions
Public pricing visibility
15 / 15
Self-serve checkout
15 / 15
Public API + docs
12 / 20
Usage-based / metered pricing
20 / 20
Free entry path
0 / 7
No sales call required
7 / 7
Card / wallet / x402 payment
5 / 6
Machine-readable bonus (MCP / OpenAPI)
0 / 10
Total
74 / 100
What it actually costs at typical scale
1 TB data scanned via SQL query
$5/mo
Peak workload with 160 DPU for 15 min (capacity reservation)
$12/mo
Spark notebook 1 h with 6 calculations (3 DPU‑hours)
$1.05/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
Unknown
Purchase orders supported
Unknown
MSA required
Unknown
DPA available
Security review required
Unknown
API & developer surface
API-first product
Public API docs
Sandbox present
Webhooks
MCP mentioned
Trust & compliance
SSO / SAML
RBAC
Audit logs
Positioning & ecosystem
Buyer persona
Six-step check: can an agent actually buy from Amazon Athena?
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.
- A free tier exists, lowering the bar for an agent builder to prototype before committing budget.
- 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.
How Amazon Athena could lift its score
Already agent-ready on Tier 1 signals. Publish `/.well-known/ai-pricing.json` to claim the +5 bonus and lock the verified badge.
| pricing_visible | true |
| headline_phrasing | Amazon Athena pricing — Amazon Athena is a serverless, interactive analytics service built on open-source frameworks that enables you to analyze petabytes of data where it lives. With Athena, you can use SQL or Apache Spark and there is no infrastructure to set up or manage. Pricing is simple: you pay based on data processed or compute used. |
| tier_count | 3 |
| lowest_paid_entry_usd | null |
| free_tier | true |
| free_tier_terms | null |
| per_unit_price | $5/TB |
| annual_required | false |
| self_serve_paid_tiers | 2 |
| sales_only_tiers | 0 |
| public_api_docs_url | https://builder.aws.com/ |
| api_docs_auth_walled | false |
| ai_pricing_json_present | false |
| agents_txt_present | false |
| anonymous_purchase_path | false |
| per_unit_classification | {"unit_class":"data_volume","confidence":"low","agent_task_price_forecastable":"partial","rejected_reason":null,"evidence_text":"$5/TB"} |
| usage_headline_present | false |
| custom_tier_present | true |
| agent_friendly | {"ai_pricing_json":false,"agents_txt":false,"llms_txt":false,"sitemap_xml":false,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false} |
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See agent-ready picksAmazon Athena
74
/ 100 (rubric v2.0)Database As A Service Dbaas
Not advertised
3
Yes
Sales-led
$5/TB
2 / 0
Public
No
Not published
2026-05-09
Per-model / per-SKU pricing
Amazon Athena pricing is usage‑based, charging $5 per terabyte of data scanned for SQL queries, $0.30 per DPU‑hour for capacity reservations, and $0.35 per DPU‑hour for Spark; there is no monthly subscription.
Pay‑as‑you‑go usage
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 Amazon Athena with peers
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