Hamming AI

Hamming AI is a testing, evaluation, and observability platform for voice and LLM AI agents. Its REST API runs experiments and voice/call test runs against your agents, manages datasets, registers custom scorers and evaluations, and ingests traces, logs, and production call logs for monitoring. A prompt optimizer and registry round out the platform.

Hamming AI publishes 6 API contracts indexed on the APIs.io network, including Datasets API, Experiments API, Monitoring API, and 3 more. Tagged areas include Artificial Intelligence, Voice Agents, LLM, Testing, and Evaluation.

The Hamming AI catalog on APIs.io includes 1 Spectral governance ruleset.

Hamming AI’s developer surface includes engineering blog, authentication, documentation, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

24.8/100 emerging ▬ flat Agent 19/100 agent aware Front door AI 5/6 prominent Heartbeat 19/100 dormant saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessEnterprise

1 published contract

Artificial Intelligence Voice Agents LLM Testing Evaluation Observability

What this lets a business do 2

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

SaaS Platform Operations Management

BC-4220

Monitoring

POST /traces POST /logs POST /v2/call-logs

Software Product Engineering Management

BC-4200

Voice Testing

POST /voice-agent/{agentId}/run POST /test-runs/create-livekit-rooms

Kin Score

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

Composite quality — 24.8/100 · emerging

Contract Quality 9.6 / 19

Developer Ergonomics 2.3 / 15

Access Clarity 0.8 / 15

Operational Transparency 1.0 / 10

Contract Governance 1.2 / 9

Discoverability 5.0 / 8

Regulatory Posture 1.6 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 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 AI & Biometrics 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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/hamming-ai/"><img src="https://apis.io/badge/hamming-ai/card.svg" alt="Hamming AI on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

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

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
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
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

10 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 5.3 — up to +18.9 composite points
Developer Ergonomics scores 15.5 — up to +16.9 composite points
Contract Quality scores 51.1 — up to +12.2 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/hamming-ai/apis.yml: open an issue on github.com/api-evangelist/hamming-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 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 6

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

Hamming AI Datasets API

Manage datasets of test cases and scenarios.

Hamming AI Experiments API

Create and run experiments and experiment items.

Hamming AI Monitoring API

Ingest traces, logs, and production call logs.

Hamming AI Prompts API

List and fetch versioned prompts from the registry.

Hamming AI Scoring API

Hamming AI Voice Testing API

Run voice agents against datasets and retrieve experiment calls.

Open Collections 7

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Hamming AI REST Datasets API

OPEN COLLECTION

Hamming AI REST Datasets Experiments API

OPEN COLLECTION

Hamming AI REST Datasets Monitoring API

OPEN COLLECTION

Hamming AI REST Datasets Prompts API

OPEN COLLECTION

Hamming AI REST Datasets Scoring API

OPEN COLLECTION

Hamming AI REST Datasets Voice Testing API

OPEN COLLECTION

Hamming AI REST API

OPEN COLLECTION

Scroll for all 7

Hamming AI API pricing

Not yet checked against Hamming AI's own pricing page. Compiled by API Evangelist on 2026-06-21 from hamming.ai/; confirm before you rely on a figure.

Plan	Price
Startup / SMB subscription	—
Enterprise enterprise	—

Plan details, limits and sources →

Rate limits

REST API Requests: see provider documentation requests
Concurrent Test Calls: up to 50K+ on supported plans concurrent calls
Voice Experiments: see provider documentation experiments

Compiled by API Evangelist, not yet checked against Hamming AI's documentation. Rate-limit details →

Pricing Plans 1

Published pricing tiers and plan structures.

Hamming Ai Plans Pricing

2 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Hamming Ai Rate Limits

3 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Hamming AI

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Hamming Ai Finops

FINOPS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Hamming AI API Rules

68 rules · 64 errors 3 warnings 1 info

SPECTRAL

Security Posture 2

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

Hamming Ai Authentication

http · 1 scheme

SECURITY

Hamming Ai Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Agentic Access 1

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

Hamming Ai Agentic Access

16 operations · 11 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

Blog

Blog

LinkedIn

Website

Website

Other 1

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Source (apis.yml)

aid: hamming-ai
url: https://raw.githubusercontent.com/api-evangelist/hamming-ai/refs/heads/main/apis.yml
name: Hamming AI
kind: company
description: Hamming AI is a testing, evaluation, and observability platform for voice and LLM AI agents. Its REST API runs
  experiments and voice/call test runs against your agents, manages datasets, registers custom scorers and evaluations, and
  ingests traces, logs, and production call logs for monitoring. A prompt optimizer and registry round out the platform.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: enterprise
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Enterprise
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/hamming-ai.png
x-docs-platform: mintlify
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-10-03
tags:
- Artificial Intelligence
- Voice Agents
- LLM
- Testing
- Evaluation
- Observability
tags_raw:
- AI
- Voice Agents
- LLM
- Testing
- Evaluation
- Observability
created: '2026-06-21'
modified: '2026-10-06'
specificationVersion: '0.23'
apis:
- aid: hamming-ai:hamming-ai-datasets-api
  name: Hamming AI Datasets API
  description: Manage datasets of test cases and scenarios.
  humanURL: https://docs.hamming.ai/guides/evaluations
  baseURL: https://app.hamming.ai/api/rest
  tags:
  - Datasets
  properties:
  - type: OpenAPI
    url: openapi/hamming-ai-datasets-api-openapi.yml
  - type: Documentation
    url: https://docs.hamming.ai/guides/evaluations
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: Postman
    url: collections/hamming-ai.postman_collection.json
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/custom-scores
  - type: Documentation
    url: https://docs.hamming.ai/guides/monitoring
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-monitoring
- aid: hamming-ai:hamming-ai-experiments-api
  name: Hamming AI Experiments API
  description: Create and run experiments and experiment items.
  humanURL: https://docs.hamming.ai/guides/evaluations
  baseURL: https://app.hamming.ai/api/rest
  tags:
  - Experiments
  properties:
  - type: OpenAPI
    url: openapi/hamming-ai-experiments-api-openapi.yml
  - type: Documentation
    url: https://docs.hamming.ai/guides/evaluations
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: Postman
    url: collections/hamming-ai.postman_collection.json
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/custom-scores
  - type: Documentation
    url: https://docs.hamming.ai/guides/monitoring
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-monitoring
- aid: hamming-ai:hamming-ai-monitoring-api
  name: Hamming AI Monitoring API
  description: Ingest traces, logs, and production call logs.
  humanURL: https://docs.hamming.ai/guides/evaluations
  baseURL: https://app.hamming.ai/api/rest
  tags:
  - Monitoring
  properties:
  - type: OpenAPI
    url: openapi/hamming-ai-monitoring-api-openapi.yml
  - type: Documentation
    url: https://docs.hamming.ai/guides/evaluations
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: Postman
    url: collections/hamming-ai.postman_collection.json
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/custom-scores
  - type: Documentation
    url: https://docs.hamming.ai/guides/monitoring
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-monitoring
- aid: hamming-ai:hamming-ai-prompts-api
  name: Hamming AI Prompts API
  description: List and fetch versioned prompts from the registry.
  humanURL: https://docs.hamming.ai/guides/evaluations
  baseURL: https://app.hamming.ai/api/rest
  tags:
  - Prompts
  properties:
  - type: OpenAPI
    url: openapi/hamming-ai-prompts-api-openapi.yml
  - type: Documentation
    url: https://docs.hamming.ai/guides/evaluations
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: Postman
    url: collections/hamming-ai.postman_collection.json
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/custom-scores
  - type: Documentation
    url: https://docs.hamming.ai/guides/monitoring
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-monitoring
- aid: hamming-ai:hamming-ai-scoring-api
  name: Hamming AI Scoring API
  description: Register custom scoring functions.
  humanURL: https://docs.hamming.ai/guides/evaluations
  baseURL: https://app.hamming.ai/api/rest
  tags:
  - Scoring
  properties:
  - type: OpenAPI
    url: openapi/hamming-ai-scoring-api-openapi.yml
  - type: Documentation
    url: https://docs.hamming.ai/guides/evaluations
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: Postman
    url: collections/hamming-ai.postman_collection.json
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/custom-scores
  - type: Documentation
    url: https://docs.hamming.ai/guides/monitoring
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-monitoring
- aid: hamming-ai:hamming-ai-voice-testing-api
  name: Hamming AI Voice Testing API
  description: Run voice agents against datasets and retrieve experiment calls.
  humanURL: https://docs.hamming.ai/guides/evaluations
  baseURL: https://app.hamming.ai/api/rest
  tags:
  - Voice Testing
  properties:
  - type: OpenAPI
    url: openapi/hamming-ai-voice-testing-api-openapi.yml
  - type: Documentation
    url: https://docs.hamming.ai/guides/evaluations
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: Postman
    url: collections/hamming-ai.postman_collection.json
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-api
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/voice-agent-testing
  - type: Documentation
    url: https://docs.hamming.ai/guides/custom-scores
  - type: Documentation
    url: https://docs.hamming.ai/guides/monitoring
  - type: APIReference
    url: https://docs.hamming.ai/guides/voice-agent-monitoring
common:
- url: https://hamming.ai/blog
  type: Blog
- type: CapabilityMap
  url: capabilities/hamming-ai-capability-edges.yml
  name: Hamming AI Business Capability Map
- type: AgenticAccess
  url: agentic-access/hamming-ai-agentic-access.yml
- type: DomainSecurity
  url: security/hamming-ai-domain-security.yml
- type: Authentication
  url: authentication/hamming-ai-authentication.yml
- type: GitHubOrganization
  url: https://github.com/HammingHQ
- type: LinkedIn
  url: https://www.linkedin.com/company/hammingai
- type: Website
  url: https://hamming.ai/
- type: Documentation
  url: https://docs.hamming.ai
- type: Plans
  url: plans/hamming-ai-plans-pricing.yml
- type: RateLimits
  url: rate-limits/hamming-ai-rate-limits.yml
- type: FinOps
  url: finops/hamming-ai-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Hamming AI API — frequently asked questions

Does Hamming AI have an API?

Yes. APIs.io lists 6 APIs from Hamming AI, including Hamming AI Datasets API, Hamming AI Experiments API and Hamming AI Monitoring API, and 3 more.

Is there an OpenAPI specification for the Hamming AI API?

Yes. APIs.io indexes 6 OpenAPI specifications for Hamming AI, each linked for download from this page.

How do I authenticate with the Hamming AI API?

Hamming AI uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Hamming Ai Authentication.

How much does the Hamming AI API cost?

APIs.io lists 2 pricing plans for Hamming AI, with each plan's price, limits and inclusions under Pricing on this page.

Is the Hamming AI API ready for AI agents?

Hamming AI has a Kin Score of 24.8 out of 100 (emerging) and an Agent Readiness score of 19.0 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
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.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/hamming-ai"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/hamming-ai/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/hamming-ai/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.