BenchGecko

BenchGecko provides an AI economy dashboard that tracks models, agents, pricing, companies, and market trends. It offers the Gecko Pulse, Bubble Index, mindshare metrics, frontier race analysis, and a live feed of new AI models and price changes, updated daily. The platform aims to give fresh intelligence for stakeholders in the artificial intelligence landscape.

BenchGecko publishes 3 API contracts indexed on the APIs.io network: Gecko Tests API, Models API, and Pricing API. Tagged areas include Artificial Intelligence, Economy, Dashboards, Analytics, and Market Intelligence.

The BenchGecko catalog on APIs.io includes 1 Spectral governance ruleset.

BenchGecko’s developer surface includes pricing, changelog, API reference, engineering blog, and 20 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

31.4/100 thin Agent 30/100 agent ready Heartbeat 100/100 alive Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessOpen

1 published contract 1 MCP Servers 3 Agent Skills

Artificial Intelligence Economy Dashboards Analytics Market Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 31.4/100 · thin

Contract Quality 9.2 / 21

Developer Ergonomics 3.9 / 17

Access Clarity 2.7 / 17

Operational Transparency 2.0 / 11

Contract Governance 2.2 / 10

Discoverability 5.6 / 9

Regulatory Posture 3.4 / 15

Agent readiness — 30/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 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 0 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

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 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)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)

8 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 15.8 — up to +16.8 composite points
Developer Ergonomics scores 23.1 — up to +15.4 composite points
Contract Quality scores 43.5 — up to +14.1 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/benchgecko-ai/apis.yml: open an issue on github.com/api-evangelist/benchgecko-ai 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 →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

OpenAPI

measured — observed by APIs.io (published)

APIs 3

Individual APIs this provider publishes, each with its own machine-readable definition.

BenchGecko Gecko Tests API

BenchGecko's own tests (CC BY 4.0)

BenchGecko Models API

Live model catalog, scores and prices

BenchGecko Pricing API

Price history and per-provider offers

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

BenchGecko MCP Server

Remote MCP server at benchgecko.ai.

MCP SERVER

Agent Skills 3

Packaged agent skills for driving this provider's APIs from an AI assistant.

compare-models

AGENT SKILL

model-details

AGENT SKILL

model-search

AGENT SKILL

BenchGecko API pricing

Pricing Plans 1

Published pricing tiers and plan structures.

Benchgecko Ai Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Benchgecko Ai Rate Limits

0 limits

RATE LIMITS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

BenchGecko API Rules

48 rules · 46 errors 1 warnings 1 info

SPECTRAL

Security Posture 2

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

Benchgecko Ai Authentication

0 schemes

SECURITY

Benchgecko Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Benchgecko Ai Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Benchgecko Ai Agentic Access

6 operations

6 operations · 0 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

Documentation 1

Reference material describing how the API behaves

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

LLMsTxt

MCPServer

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Vocabulary

Vocabulary

Conformance

Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

ToolCrosswalk

ToolCrosswalk

SDKs

SDKs

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

StatusPage

StatusPage

ChangeLog

ChangeLog

Commercial 3

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Pricing

Pricing

Company 3

The organization behind the API

Newsroom

Newsroom

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: benchgecko-ai
name: BenchGecko
description: BenchGecko provides an AI economy dashboard that tracks models, agents, pricing, companies, and market trends.
  It offers the Gecko Pulse, Bubble Index, mindshare metrics, frontier race analysis, and a live feed of new AI models and
  price changes, updated daily. The platform aims to give fresh intelligence for stakeholders in the artificial intelligence
  landscape.
url: https://artifacts.apis.io/benchgecko-ai/apis.yml
accessModel:
  pricing: unknown
  onboarding: open
  trial: false
  try_now: false
  public: true
  gated: none
  gated_source:
  - onboarding
  label: Open access
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://benchgecko.ai/logo-final-combo.svg
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-02 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-02'
modified: '2026-11-02'
tags:
- Artificial Intelligence
- Economy
- Dashboards
- Analytics
- Market Intelligence
tags_raw:
- AI
- Economy
- Dashboard
- Analytics
- Market-Intelligence
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/benchgecko-ai-agentic-access.yml
- type: Spectral
  url: rules/benchgecko-ai-rules.yml
- type: Vocabulary
  url: vocabulary/benchgecko-ai-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Conformance
  url: conformance/benchgecko-ai-conformance.yml
- type: LLMsTxt
  url: llms/benchgecko-ai-llms.txt
- type: ToolCrosswalk
  url: mcp/benchgecko-ai-tool-crosswalk.yml
- type: MCPServer
  url: mcp/benchgecko-ai-mcp.yml
- type: Hosts
  url: hosts/benchgecko-ai-hosts.yml
- type: Vendors
  url: vendors/benchgecko-ai-vendors.yml
- type: SDKs
  url: packages/benchgecko-ai-packages.yml
- type: Packages
  url: packages/benchgecko-ai-packages.yml
- type: TermsOfService
  url: https://benchgecko.ai/terms
- type: StatusPage
  url: https://benchgecko.ai/status
- type: PrivacyPolicy
  url: https://benchgecko.ai/privacy
- type: Pricing
  url: https://benchgecko.ai/pricing
- type: Newsroom
  url: https://benchgecko.ai/news
- type: DeveloperPortal
  url: https://benchgecko.ai/developers
- type: ChangeLog
  url: https://benchgecko.ai/changelog
- type: APIReference
  url: https://benchgecko.ai/llms.txt
- type: DomainSecurity
  url: security/benchgecko-ai-domain-security.yml
- type: Website
  url: https://benchgecko.ai/
- type: Blog
  url: https://benchgecko.ai/blog
- type: GitHubOrganization
  url: https://github.com/benchgecko
apis:
- aid: benchgecko-ai:benchgecko-ai-gecko-tests-api
  name: BenchGecko Gecko Tests API
  description: BenchGecko's own tests (CC BY 4.0)
  humanURL: https://benchgecko.ai/api-docs
  baseURL: https://benchgecko.ai
  tags:
  - Gecko Tests
  properties:
  - type: OpenAPI
    url: openapi/benchgecko-ai-gecko-tests-api-openapi.yml
- aid: benchgecko-ai:benchgecko-ai-models-api
  name: BenchGecko Models API
  description: Live model catalog, scores and prices
  humanURL: https://benchgecko.ai/api-docs
  baseURL: https://benchgecko.ai
  tags:
  - Models
  properties:
  - type: OpenAPI
    url: openapi/benchgecko-ai-models-api-openapi.yml
- aid: benchgecko-ai:benchgecko-ai-pricing-api
  name: BenchGecko Pricing API
  description: Price history and per-provider offers
  humanURL: https://benchgecko.ai/api-docs
  baseURL: https://benchgecko.ai
  tags:
  - Pricing
  properties:
  - type: OpenAPI
    url: openapi/benchgecko-ai-pricing-api-openapi.yml
x-enrichment:
  date: '2026-11-02'
  status: enriched
  artifacts_added: 33
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

BenchGecko API — frequently asked questions

Does BenchGecko have an API?

Yes. APIs.io lists 3 APIs from BenchGecko, including BenchGecko Gecko Tests API, BenchGecko Models API and BenchGecko Pricing API.

Is there an OpenAPI specification for the BenchGecko API?

Yes. APIs.io indexes 3 OpenAPI specifications for BenchGecko, each linked for download from this page.

How do I authenticate with the BenchGecko API?

BenchGecko documents its authentication (0 schemes). The details are profiled on APIs.io as Benchgecko Ai Authentication.

Does BenchGecko have an MCP server?

Yes. APIs.io lists 1 MCP server for BenchGecko: Remote MCP server at benchgecko.ai.

Is the BenchGecko API ready for AI agents?

BenchGecko has a Kin Score of 31.4 out of 100 (thin) and an Agent Readiness score of 29.5 (agent-ready), scored by API Evangelist on 2026-11-06.

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