Yellowbrick
Yellowbrick scores 62/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; usage-based / per-token pricing is published.
Yellowbrick pricing
1 SKU priced per hour
| Model / SKU | Input | Output |
|---|---|---|
On‑Demand Compute On‑demand pricing per vCPU hour | $0.28 / hour | — |
How Yellowbrick 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
0 / 7
No sales call required
7 / 7
Card / wallet / x402 payment
5 / 6
Machine-readable bonus (MCP / OpenAPI)
0 / 10
Total
62 / 100
What it actually costs at typical scale
1 vCPU, 10 hours/month on‑demand
$2.8/mo
1 vCPU, one‑year subscription
$51.08/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
Unknown
DPA available
Unknown
Security review required
Unknown
Positioning & ecosystem
“Straightforward, Consistent, Flexible Pricing For Cloud and On-Prem”
Buyer persona
Six-step check: can an agent actually buy from Yellowbrick?
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.- No clear agent-favorable signals were extracted on this scoring run.
- 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.
- The pricing URL did not render numeric tier data on the scoring date — possibly a router or sales-led landing page.
How Yellowbrick 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 | false |
| headline_phrasing | Straightforward, Consistent, Flexible Pricing For Cloud and On-Prem — your cloud or on-prem costs |
| tier_count | 0 |
| lowest_paid_entry_usd | null |
| free_tier | false |
| free_tier_terms | null |
| per_unit_price | null |
| annual_required | false |
| self_serve_paid_tiers | 0 |
| sales_only_tiers | 1 |
| public_api_docs_url | null |
| api_docs_auth_walled | null |
| ai_pricing_json_present | false |
| agents_txt_present | false |
| anonymous_purchase_path | false |
| per_unit_classification | null |
| usage_headline_present | true |
| 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 →
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See agent-ready picksYellowbrick
62
/ 100 (rubric v2.0)Data Warehouse
Straightforward, Consistent, Flexible Pricing For Cloud and On-Prem — your cloud or on-prem costs
0
No
Sales-led
0 / 1
Auth-walled
No
Not published
2026-05-09
Per-model / per-SKU pricing
Yellowbrick pricing starts at $0.28 per vCPU per hour on-demand; subscription plans start at $613 per vCPU per year for a one‑year term and $482 per vCPU per year for a three‑year term, billed annually.
On‑Demand
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 Yellowbrick with peers
Highest-scoring companies in the same category that an AI agent might evaluate as an alternative.Tensorlake
84
MotherDuck
47
Google BigQuery
32
GrowthCues
26
Baselit
13
Bracket
9
Firebolt
6
DataArchiva
6
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.