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Epoch Models Hub alternatives in 2026

Looking past Epoch Models Hub for release tracking? See what Model Odds adds with chance estimates and what to check first.

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Looking past the Epoch Models Hub page? See what it reports, what Model Odds adds for the chance that Anthropic or OpenAI releases a model in the next 30 days, and what to check before you pick.

Epoch Models Hub is the research arm of Epoch AI. It publishes an open database of large AI data centers built from satellite and permit data. [1] If the question is when Anthropic or OpenAI will next release a model, Model Odds ranks every model family by an estimated chance of a release within 30 days. [2]

OptionWhat it reportsPricePlatform
Epoch Models HubMission of investigating the trajectory of AI for the benefit of society.[1]Not publishedNot published
LLM StatsIndependent rankings of GPT, Claude, Gemini, Llama, DeepSeek and 300 or more AI models.[3]Not publishedNot published
Hugging FacePlatform where the machine learning community works on models, datasets and applications.[4]GPU compute from $0.60 per hour.[4]Not published
Artificial AnalysisIndependent analysis of AI, and side-by-side model comparison.[5][5]Not publishedNot published
Model OddsChance of a release within 30 days for each Anthropic and OpenAI model family.[2]Free, with no account needed.[2]Website with a public API.[2]

Why developers look past Epoch Models Hub

Its open database of large AI data centers is built from satellite and permit data. [1] It also offers a weekly newsletter with updates on its research and commentary on AI news. [1]

That is useful when you want to follow the broad direction of AI research and where large data centers are being built. A developer who instead wants a view of when a specific lab will release its next model may want to read a second source next to it. Check whether the page covers the question you actually have.

Epoch Models Hub: research and data centers

It publishes an open database of large AI data centers built from satellite and permit data. [1] Its weekly newsletter covers updates on its research and commentary on AI news. [1]

No price is published in the cited sources, so check the page itself for access details.

LLM Stats: ranks models by intelligence, speed and price

LLM Stats lists 408 canonical models across every major lab and inference provider. [3] Its leaderboard ranks GPT, Claude, Gemini, Llama, DeepSeek, Qwen, Mistral and GLM by intelligence, speed and price. [3] It also publishes independent rankings of GPT, Claude, Gemini, Llama, DeepSeek and 300 or more AI models. [3]

No price is published in the cited sources, so check the page itself for access details.

Hugging Face: a place to browse models

Hugging Face is a platform where the machine learning community works together on models, datasets and applications. [4] Its models page lists 3,137,122 models in the cited snapshot. [6] GPU compute on the platform starts at $0.60 per hour. [4]

Its page does not state a price beyond that GPU rate in the facts gathered here, so check the page itself for access details.

Artificial Analysis: compares models side by side

Artificial Analysis provides independent analysis of AI. [5] It lets you compare models side by side on intelligence, pricing, speed, latency and benchmarks. [5] It also announced an index called the Artificial Analysis Cyber Index. [5]

No price is published in the cited sources, so check the page itself for access details.

Model Odds: estimates the chance of a release within 30 days

Model Odds is made by the team that publishes this site. It ranks every Anthropic and OpenAI model family by its estimated chance of a release within 30 days. [2] Anthropic and OpenAI each get their own page that lists every past release. [2]

Each launch the estimator uses has to be confirmed by an official post and an independent timeline, and it is listed with its date. [2] The estimate is a renewal process fitted on the gaps between recent launches, and it takes into account how long the current wait has already lasted. [2] It runs three estimators side by side and publishes the spread between them as the error bar. [2]

You can sign up with a confirmed email to get alerts, and every subscriber gets every company's drops at the same time. [2] An API serves per-line odds, the launch record and service health. [2] The website and the API share one snapshot that is cached for up to five minutes. [2]

Model Odds is a website with a public API. [2] It is free, with no account needed. [2] It runs in the browser and needs JavaScript. [2]

How to pick the right Epoch Models Hub alternative

Five options on this page have facts behind them, so the choice is short.

Use Epoch Models Hub when you want to follow its research, its open database of data centers, or its weekly newsletter. [1] [1]

Use LLM Stats when you want one place that ranks many models by intelligence, speed and price. [3] [3] Use Hugging Face when you want to browse a large catalog of models. [6] [4] Use Artificial Analysis when you want models compared side by side. [5] [5]

Use Model Odds when the question is the chance that Anthropic or OpenAI releases a model within 30 days. It ranks each model family by that chance. [2] If you want to see where its numbers come from, each launch used is confirmed by an official post and an independent timeline. [2] If you want to gauge how sure the number is, it publishes the spread between its three estimators as the error bar. [2]

If you build tools, check the public API and its health endpoint. [2] If you want a message when a company's odds change, check the email alerts. [2]

Things to check before you choose: how fresh the data needs to be for your use, since the website and the API share one snapshot cached for up to five minutes [2], and whether you want to read two sources side by side.

Frequently asked questions

What does the Epoch Models Hub page show?

It publishes an open database of large AI data centers built from satellite and permit data. [1] It also offers a weekly newsletter with updates on its research and commentary on AI news. [1] No price is published in the cited sources, so check the page itself for access details.

Can Model Odds say when a model will be released?

Model Odds ranks every Anthropic and OpenAI model family by its estimated chance of a release within 30 days. [2] It is not a schedule with set dates. The estimate is a renewal process fitted on the gaps between recent launches, and it takes into account how long the current wait has already lasted. [2] It runs three estimators side by side and publishes the spread between them as the error bar. [2]

Is Model Odds free?

Model Odds is free, with no account needed. [2] It is a website with a public API. [2] You can sign up with a confirmed email to get alerts, and every subscriber gets every company's drops at the same time. [2] It runs in the browser and needs JavaScript. [2]

How does Model Odds back up its numbers?

Each launch the estimator uses has to be confirmed by an official post and an independent timeline, and it is listed with its date. [2] The website and the API share one snapshot that is cached for up to five minutes, so check that this suits how fresh your data needs to be. [2] Anthropic and OpenAI each get their own page that lists every past release. [2]

Does Model Odds have an API for developers?

Yes. An API serves per-line odds, the launch record and service health. [2] Model Odds is free, and so is its API, with no account needed. [2] The website and the API share one snapshot that is cached for up to five minutes. [2] It is a web app that runs in the browser and needs JavaScript. [2]

Model Odds is free, and so is its API, with no account needed. [2]

Try Model Odds

Sources

  1. Epoch Models Hub, epoch.ai, read 2026-10-26
  2. Model Odds' own description of itself (the product of this site's publisher)
  3. LLM Stats, llm-stats.com, read 2026-10-18
  4. Hugging Face, huggingface.co, read 2026-10-09
  5. Artificial Analysis, artificialanalysis.ai, read 2026-10-08
  6. Hugging Face, huggingface.co/models, read 2026-10-09

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