Amazon Forecast
Amazon Forecast scores 79/100 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 Forecast pricing
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.
4 SKUs priced in mixed units (GB, hour, forecast_data_point…)
| Model / SKU | Input | Output |
|---|---|---|
Imported Data Cost for each GB of data imported into Amazon Forecast | $0.088 / GB | — |
Training Predictor Cost for each hour of infrastructure used to train a predictor | $0.24 / hour | — |
Forecast Data Points First 100K forecast data points $2 per 1,000; tiered pricing applies beyond | $2 / 1K forecast_data_point | — |
Forecast Explanations First 50K explanations $2 per 1,000; tiered pricing applies beyond | $2 / 1K explanation | — |
How Amazon Forecast 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
5 / 7
No sales call required
7 / 7
Card / wallet / x402 payment
5 / 6
Machine-readable bonus (MCP / OpenAPI)
0 / 10
Total
79 / 100
What it actually costs at typical scale
Small monthly workload (5 GB data, 3 training hrs, 50K forecast points)
$101.16/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
Available
Startup credits
AWS Activate credits available
API & developer surface
API-first product
Public API docs
Sandbox present
Webhooks
MCP mentioned
Trust & compliance
SSO / SAML
RBAC
Audit logs
Positioning & ecosystem
“Amazon Forecast pricing”
Buyer persona
Six-step check: can an agent actually buy from Amazon Forecast?
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 Forecast 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 | Amazon Forecast pricing — With Amazon Forecast, you pay only for what you use; there are no minimum fees and no upfront commitments. There are four different types of costs to consider when using Amazon Forecast: |
| tier_count | 3 |
| lowest_paid_entry_usd | null |
| free_tier | true |
| free_tier_terms | null |
| per_unit_price | $0.088 per GB |
| 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":"medium","agent_task_price_forecastable":"partial","rejected_reason":null,"evidence_text":"$0.088 per GB"} |
| 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 Forecast
79
/ 100 (rubric v2.0)Predictive Analytics
Not advertised
3
Yes
Sales-led
$0.088 per GB
2 / 0
Public
No
Not published
2026-05-09
Pay-as-you-go API
Amazon Forecast pricing starts at $0.088 per GB of imported data; free tier available for the first two months; paid usage up to $0.02 per 1,000 forecast data points. Billed monthly.
Free tier (first two months) (Free)
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 Forecast with peers
Highest-scoring companies in the same category that an AI agent might evaluate as an alternative.Datagran
75
Analyzr.ai
62
Monument
60
Delineate
56
DevScreen
54
IBM SPSS Modeler
42
Oracle Crystal Ball
42
InsightEdge
35
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.