Time-series foundation models
Time-series foundation models covers pretrained models for zero-shot forecasting and tabular prediction.
In brief
Time-series foundation models, in brief.
What it isTime-series foundation models covers pretrained models for zero-shot forecasting and tabular prediction.
Where it sitsOne of 24 categories in the Models layer. Models are the trained systems that do the work: language models, and models for speech, images, video, code, translation and forecasting. This layer covers both closed models reached through an API and open models you can download.
What we track16 products, including AutoGluon-TimeSeries (runs Chronos/TSFMs), Chronos / Chronos-Bolt / Chronos-2, Granite TimeSeries TTM / TSPulse, Kronos (financial K-line FM) and Lag-Llama.
The products
16 products in Time-series foundation models.
Each name opens a search for that product in our index.
ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
Time-series foundation models, answered.
What is Time-series foundation models in AI infrastructure?Time-series foundation models covers pretrained models for zero-shot forecasting and tabular prediction.
Which layer of AI infrastructure is Time-series foundation models in?Time-series foundation models is in the Models layer. Models are the trained systems that do the work: language models, and models for speech, images, video, code, translation and forecasting. This layer covers both closed models reached through an API and open models you can download.
Which products are in Time-series foundation models?We track 16 products in Time-series foundation models, including AutoGluon-TimeSeries (runs Chronos/TSFMs), Chronos / Chronos-Bolt / Chronos-2, Granite TimeSeries TTM / TSPulse, Kronos (financial K-line FM), Lag-Llama, Moirai / Moirai-MoE / Moirai 2 (uni2ts), MOMENT and TabICL. The full list is on this page.
Models
The other categories in Models.
3D generation & motionAvatar / digital humansBackground removal & mattingBenchmarks & leaderboardsCode modelsEmbedding modelsFrontier model APIsImage generation & editingImage upscaling & restorationLip-sync & dubbingMachine translation APIsModel hubs / registriesMultilingual / regional-language modelsMultimodal / vision-language modelsMusic & audio generationOpen-weight model familiesRealtime speech-to-speech modelsReasoning modelsRerankersSmall / on-device LLMsSpeech (STT/TTS)Video generationWorld models