stale · -0.1 capability resource

Text Generation

Score 16.5 / 100 4 providers +8 via APIs 11 APIs Search apis.io →
Workflows using this tag
Hugging Face Summarize Then Translate · Hugging Face Hugging Face Dataset Filter Rows · Hugging Face Hugging Face Create Repository and Configure · Hugging Face Hugging Face Chat Completion with Model Discovery · Hugging Face Hugging Face Search and Inspect a Model · Hugging Face Hugging Face Embeddings Pair · Hugging Face Hugging Face Dataset Validate and Preview · Hugging Face Hugging Face TGI Inspect and Generate · Hugging Face
Business capabilities this tag reaches
Information & Data Management 1

Providers using this tag (4)

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

Developing 3 Usable, with meaningful gaps to close
RunwareCompanyArtificial IntelligenceMachine LearningInference1 API49.5ToAPIsAI APILLM/AI gatewaymodel aggregationOpenAI-Compatible1 API44.0TextcortexCompanyArtificial IntelligenceLLM1 API40.5
Minimal 1 Almost no public developer surface
Just Gpt ItCompanyAIText-GenerationAPI3.0

APIs with this tag (11)

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 2 Complete, well-documented, and agent-ready
OpenAI Responses APIThe Responses API from OpenAI — 6 operation(s) for responses.84.4Hugging Face Text Generation APIText generation endpoints66.7
Strong 3 Solid coverage with minor gaps
IBM Text Generation APIGenerate text using foundation models.66.4Text Generation Inference (TGI)High-performance inference server for large language models with continuous batching, token streaming, tens...58.6Corti Text Generation APIGenerate clinical documents and structured/guided documents from interactions and templates.57.6
Developing 2 Usable, with meaningful gaps to close
Gemini Pro APIAdvanced reasoning and complex task handling.53.5ToAPIs APIOpenAI-compatible REST API covering chat/completions, image generation, video generation, and model listing...44.0
Thin 2 Limited public surface area
Cohere Chat APIThe Cohere Chat API enables developers to integrate large language model text generation capabilities into ...38.0MiniMax Text Generation APIThe Text Generation API from MiniMax — 1 operation(s) for text generation.35.0
Emerging 2 Early or largely undocumented
Adept Persimmon-8B Base ModelOpen-source 8B-parameter base text generation model with permissive license. Self-hosted only - no managed ...11.1Adept Persimmon-8B Chat ModelOpen-source chat-tuned variant of Persimmon-8B. Self-hosted only - no managed API.11.1

Companies reaching this through an API (8)

These companies publish an API, specification or operation carrying “Text Generation” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Adept Corti Google Gemini Hugging Face Hugging Face Transformers IBM MiniMax OpenAI

Score breakdown

Frequency
33.9
log-scaled weighted occurrences
Breadth
0.1
spread across providers
Quality lift
37.4
mean composite of providers using it
Cohesion
3.5
strength of nearest seed neighbor

Related tags

Foundation Models 5 co-occurrences Models 7 co-occurrences LLM 8 co-occurrences Machine Learning 5 co-occurrences Artificial Intelligence 10 co-occurrences

Where this tag comes from

Api tag11
Provider tag4
Openapi tag3
Openapi op tag7

Work with this as data

Every tag 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 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/text-generation"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/text-generation"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/text-generation/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

Discovery needs no key. Ratings and market analysis are Pro.

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.