emerging · 0.0

TTS

Score 22.0 / 100 27 providers 20 APIs Search apis.io →
Variants seen in the corpus: TTSTtstts

Providers using this tag (27)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 1 Complete, well-documented, and agent-ready
Strong 2 Solid coverage with minor gaps
Developing 6 Usable, with meaningful gaps to close
Thin 16 Limited public surface area
Emerging 2 Early or largely undocumented

APIs with this tag (20)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 1 Complete, well-documented, and agent-ready
Strong 1 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Thin 13 Limited public surface area
Emerging 1 Early or largely undocumented

Score breakdown

Frequency
45.4
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
46.5
mean composite of providers using it
Cohesion
8.1
strength of nearest seed neighbor

Related tags

Speech Synthesis 10 co-occurrences Voice Cloning 9 co-occurrences Text-to-Speech 15 co-occurrences Voices 10 co-occurrences Voice 17 co-occurrences Audio 13 co-occurrences Models 6 co-occurrences Conversational AI 5 co-occurrences

Where this tag comes from

Provider tag15
Api tag20
Openapi tag10
Openapi op tag19

Cohort brief

Auto-generated

The 27 providers in the APIs.io catalog tagged TTS, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
27
all scored
Mean Kin Score
38.1
+17.4 vs catalog 20.7
Mean Agent Readiness
20.8
+11.1 vs catalog 9.7
Spread
15.8–71.2
median 37 · σ 12
How the 27 split by band
Exemplar 1Strong 2Developing 6Thin 16Emerging 2Minimal 0
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 48.4 17.5 +30.9 27
Access Clarity 39.2 22.3 +16.9 27
Developer Ergonomics 33.2 17.9 +15.3 27
Discoverability 75.3 60.4 +14.9 27
Operational Transparency 22.9 11.3 +11.6 27
Contract Governance 9.3 6.4 +2.9 27

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 19% 16% +3
MCP server (first-party) 0% 7% -7
Agent Skills 0% 0% 0
OAuth scopes 0% 9% -9
Security 100% 88% +12
Arazzo workflows 7% 2% +5
Governance rules 26% 13% +13

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 NVIDIA NIM 71.2
  2. 2 Amazon Polly 59.6
  3. 3 Convai 54.3
  4. 4 Deepdub 52
  5. 5 Gradium 50.8
  6. 6 KugelAudio 50.7
  7. 7 Gemini 46
  8. 8 Listnr 39.5
  9. 9 Uberduck 39.5
  10. 10 WellSaid Labs 39
Top by Agent Readiness
  1. 1 Deepdub 31.5
  2. 2 KugelAudio 28.8
  3. 3 NVIDIA NIM 28.8
  4. 4 Creed 28.2
  5. 5 Amazon Polly 28.1
  6. 6 Gradium 25.7
  7. 7 Resemble AI 25.5
  8. 8 Rime 25.5
  9. 9 Respeecher 24.1
  10. 10 Inworld AI 23.7
All 27 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

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

MCP server

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https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • 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 tag
curl "https://apis.io/api/v1/tags/tts"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/tts"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/tts/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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