Duckbill

Duckbill (formerly The Duckbill Group) provides a unified AI and cloud data platform that helps enterprises manage and negotiate cloud and compute contracts. Their Skyway platform offers AI model labs, GPU capacity deals, and hyperscaler contract negotiations, enabling finance, procurement, and engineering teams to forecast costs, secure optimal terms, and maintain cost awareness without sacrificing product velocity. Duckbill combines strategic expertise with a data-driven approach to streamline cloud cost management and AI infrastructure procurement for large organizations.

Duckbill is profiled on the APIs.io network. Tagged areas include Company, CloudCostManagement, AIPlatform, EnterpriseFinance, and Procurement.

Duckbill’s developer surface includes pricing, engineering blog, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

19.4/100 emerging Agent 3/100 human only Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

0 APIs

CompanyCloudCostManagementAIPlatformEnterpriseFinanceProcurement

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 19.4/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 0.4 / 17

Access Clarity 10.3 / 17

Operational Transparency 1.7 / 11

Contract Governance 0.0 / 10

Discoverability 4.1 / 9

Regulatory Posture 2.2 / 15

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

12 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 2.4 — up to +19.5 composite points
Contract Governance scores 0.0 — up to +12.0 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/duckbillhq-com/apis.yml: open an issue on github.com/api-evangelist/duckbillhq-com to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Pricing Plans 1

Published pricing tiers and plan structures.

Duckbillhq Com Plans Pricing

5 plans

PLANS

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Duckbillhq Com Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Access & Security 2

Authentication, authorization, and security posture

TrustCenter

TrustCenter

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

StatusPage

StatusPage

Commercial 3

Pricing, plans, and the legal terms of use

Plans

Plans

TermsOfService

TermsOfService

Pricing

Pricing

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: duckbillhq-com
name: Duckbill
image: https://www.duckbillhq.com/media/2025/10/dbg-home-og.jpg
description: Duckbill (formerly The Duckbill Group) provides a unified AI and cloud data platform that helps enterprises manage
  and negotiate cloud and compute contracts. Their Skyway platform offers AI model labs, GPU capacity deals, and hyperscaler
  contract negotiations, enabling finance, procurement, and engineering teams to forecast costs, secure optimal terms, and
  maintain cost awareness without sacrificing product velocity. Duckbill combines strategic expertise with a data-driven approach
  to streamline cloud cost management and AI infrastructure procurement for large organizations.
url: https://artifacts.apis.io/duckbillhq-com/apis.yml
x-type: company
x-source: harvest:vc-portfolio
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-29 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-29'
modified: '2026-10-29'
tags:
- Company
- CloudCostManagement
- AIPlatform
- EnterpriseFinance
- Procurement
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/duckbillhq-com-plans-pricing.yml
- type: LLMsTxt
  url: llms/duckbillhq-com-llms.txt
- type: Hosts
  url: hosts/duckbillhq-com-hosts.yml
- type: Vendors
  url: vendors/duckbillhq-com-vendors.yml
- type: TrustCenter
  url: https://trust.duckbillhq.com/
- type: TermsOfService
  url: https://www.duckbillhq.com/terms/
- type: StatusPage
  url: https://status.duckbillhq.com/
- type: Pricing
  url: https://www.duckbillhq.com/pricing/
- type: Blog
  url: https://www.duckbillhq.com/blog/
- type: DomainSecurity
  url: security/duckbillhq-com-domain-security.yml
- type: Website
  url: https://www.duckbillhq.com
apis: []
x-backed-by:
- heavybit
x-coverage:
  state: none
  reason: no-developer-program
  detail: Duckbill provides no public developer program or API documentation.
  evidence:
  - url: https://www.duckbillhq.com
    status: 200
  checked: '2026-10-29'
x-enrichment:
  date: '2026-10-29'
  status: enriched
  artifacts_added: 10
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Duckbill API — frequently asked questions

How much does the Duckbill API cost?

APIs.io lists 5 pricing plans for Duckbill, with each plan's price, limits and inclusions under Pricing Plans on this page.

Is the Duckbill API ready for AI agents?

Duckbill has a Kin Score of 19.4 out of 100 (emerging) and an Agent Readiness score of 2.9 (human-only), scored by API Evangelist on 2026-10-31.

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get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
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