Epoch Models Hub vs Manifold in 2026

Epoch Models Hub vs Manifold: what each does, what each costs and what to check before you choose, alongside Model Odds for release estimates.

By SupaKeeper · 2026-11-03

SupaKeeper is published by LunarWerx, which makes some of the tools compared here.

Epoch Models Hub publishes an open database of large AI data centers, a weekly newsletter and bookable advisory services. Manifold hosts markets on topics including politics, technology and sports, and gives new users Mana to trade with. Model Odds estimates the chance of an Anthropic or OpenAI model release and is free.

Option	What its sources say it does	Cost	Account or install
Epoch Models Hub	Publishes an open database of large AI data centers ^[1]; sends a weekly newsletter with updates on its research and commentary on AI news ^[1]; offers custom research and advisory services ^[1]	not published	not published
Manifold	Lets users browse markets in categories including politics, technology, sports, culture, business and fun ^[2]; offers a market primitive called Mana Perps ^[2]	Manifold says it gives 1,000 Mana to start trading ^[2]	not published
Model Odds	Ranks every Anthropic and OpenAI model family by its estimated chance of a release within 30 days ^[3]; gives Anthropic and OpenAI each their own page listing past releases ^[3]	free, and the API is free ^[3]	no account needed ^[3]; a website with a public API ^[3]

The short answer

Epoch Models Hub, Manifold and Model Odds do different things, so the choice is about the question you have. Epoch Models Hub publishes an open database of large AI data centers ^[1], sends a weekly newsletter with updates on its research and commentary on AI news ^[1], and offers custom research and advisory services that can be booked ^[1]. Manifold lets users browse markets in categories including politics, technology, sports, culture, business and fun ^[2], and Manifold says it gives 1,000 Mana to start trading ^[2]. Model Odds ranks every Anthropic and OpenAI model family by its estimated chance of a release within 30 days ^[3]. To follow AI research and data or to book research advice, the Epoch Models Hub sources point that way ^[1] ^[1]. To trade on markets in topics you already follow, the Manifold sources point there ^[2]. To estimate when a model release may come, Model Odds ranks families by estimated release chance within 30 days ^[3].

What Epoch Models Hub and Manifold are built for

Epoch Models Hub publishes an open database of large AI data centers ^[1]. It offers a weekly newsletter with updates on its research and commentary on AI news and developments ^[1]. Its team offers custom research and advisory services, and consultations can be booked ^[1]. Manifold lets users browse markets in categories including politics, technology, sports, culture, business and fun ^[2]. It offers a market primitive called Mana Perps ^[2]. Manifold says it gives 1,000 Mana to start trading ^[2]. The two serve different uses: the Epoch Models Hub facts describe a source of data, reading and booked research advice ^[1] ^[1], and the Manifold facts describe a site for browsing and trading markets ^[2].

What Model Odds is built for

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 ^[3]. Anthropic and OpenAI each get their own page that lists past releases ^[3]. Each past launch the estimate uses has to be confirmed by an official post and an independent timeline, and it is listed with its date ^[3]. It runs three estimators side by side and publishes the spread between them as the error bar ^[3]. 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 ^[3]. The estimator can replay any past date without using data from after that date ^[3]. Signals read automatically from company SDKs and docs, and from third-party model catalogues when two of them agree, can only raise the odds ^[3]. You can sign up with a confirmed email to get alerts, and every subscriber gets every company's drops at the same time ^[3].

Pricing and fees

Model Odds is free, and so is its API, with no account needed ^[3]. That is the only price the claims give for Model Odds. For Epoch Models Hub, the facts here do not state a dollar price, so it is not published here ^[1]. For Manifold, the facts here do not state a dollar price either, so it is not published here ^[2]. The facts say Manifold gives new users 1,000 Mana to start trading ^[2]. The facts here state no discount for either rival, so none is stated. If you need the cost of Epoch Models Hub or Manifold for your own use, check their own pages.

Setting it up and daily use

Model Odds is a website with a public API ^[3]. It runs in a browser and needs JavaScript ^[3]. The website and the API share one snapshot that is cached for up to five minutes ^[3]. No account is needed to use it ^[3]. An API serves per-line odds, the launch record and service health ^[3]. Alerts need a confirmed email, and every subscriber gets every company's drops at the same time ^[3]. Model Odds covers Anthropic and OpenAI model families ^[3] ^[3]. For Epoch Models Hub, the facts describe an open database and a newsletter but say nothing about installing or setting anything up ^[1] ^[1]. For Manifold, the facts describe browsing markets and Mana trading but say nothing about setup or routine use ^[2]. The facts here say nothing more about setup for either tool, so check the tools' own pages for anything further.

Things to check before you choose

Ask what you need the tool to tell you. Model Odds estimates the chance of an Anthropic or OpenAI release ^[3], while Epoch Models Hub publishes a data center database and a newsletter ^[1], and Manifold hosts markets to browse and trade on ^[2]. Ask how current the data must be. Model Odds shares a snapshot cached for up to five minutes ^[3], and the facts say nothing about how fresh the Epoch Models Hub or Manifold data is, so check their pages. Ask whether trading built in matters, since Manifold gives new users Mana to trade with ^[2]. Ask what each costs for your own use; Model Odds is free ^[3], and the facts here give no charge for either rival. Ask whether booked research advice helps, since Epoch Models Hub offers advisory services ^[1].

How to choose

Match the need to the tool whose sources say it meets it. To watch for a possible model release from Anthropic or OpenAI, Model Odds ranks those families by estimated chance of a release within 30 days ^[3]. To follow AI research, data and commentary, Epoch Models Hub offers an open data center database and a weekly newsletter ^[1] ^[1], and to book tailored research, it offers advisory services ^[1]. To trade on markets in topics you follow, Manifold offers those markets and signup Mana ^[2] ^[2]. If you want a free tool with a public API and no account, Model Odds provides that ^[3] ^[3]. If you want emailed drops, Model Odds sends them to every subscriber at the same time ^[3].

Frequently asked questions

Is Model Odds free to use?

Model Odds is free, and so is its API, with no account needed ^[3]. It is a website with a public API, and it runs in the browser with JavaScript ^[3] ^[3]. The facts here give no other price for it. Its email alerts need a confirmed email, and every subscriber gets every company's drops at the same time ^[3].

What does Epoch Models Hub offer?

Epoch Models Hub publishes an open database of large AI data centers ^[1]. It sends a weekly newsletter with updates on its research and commentary on AI news and developments ^[1]. Its team offers custom research and advisory services, and consultations can be booked ^[1]. The facts here do not state a dollar price for it.

What can Manifold be used for?

Manifold lets users browse markets in categories including politics, technology, sports, culture, business and fun ^[2]. It offers a market primitive called Mana Perps ^[2]. Manifold says it gives 1,000 Mana to start trading ^[2]. The facts here do not state a dollar price for it.

Can Model Odds predict a release date for a model?

No. Model Odds ranks every Anthropic and OpenAI model family by its estimated chance of a release within 30 days ^[3], and that number is an estimated chance, not a set day. It runs three estimators side by side and publishes the spread between them as the error bar ^[3]. It also takes into account how long the current wait has already lasted ^[3].

How can Model Odds data be used without signing up?

The public API serves per-line odds, the launch record and service health, with no account needed ^[3]. It is free ^[3]. The website and the API share one snapshot cached for up to five minutes ^[3]. Each past launch in the record has to be confirmed by an official post and an independent timeline, and it is listed with its date ^[3].

Model Odds is free, and so is its API, with no account needed. ^[3]

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