League Lens
What’s planned
Where League Lens stands today, what’s scheduled next, and what it isn’t going to do.
Where it stands
The Sleeper football version is built.
That’s the server, its analytics, every report type, Ask, and the iPhone app with its widgets, and it’s being signed off now, running unattended on a Mac through seven days of real games. It writes with Claude Code on your own Claude account. Everything below comes after that sign-off, and each new platform, sport or model gets a sign-off of its own.
Planned work
What’s being built
Grouped by theme, in the order we plan to do them. There are no dates, and nothing on this page is a delivery commitment. The order can change if a customer gives us a good reason.
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In progress
Signing off the Sleeper version
The first version has to run on its own for a week of games, with every scheduled report written or skipped for a stated reason, before anything else is built on it.
- Seven in-season days unattended, with the history of every scheduled job as evidence
- An accessibility pass covering VoiceOver, Dynamic Type and dark mode
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Next
ESPN leagues
ESPN is the second platform. Private ESPN leagues need the two cookies from your browser session, which the server stores encrypted, with the key in the macOS Keychain.
- Public and private ESPN leagues, with ESPN’s scoring and projections
- Linking an ESPN league from the app
- The same reports, numbers and alerts as Sleeper, checked side by side
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Next
Your choice of AI, including local models
League Lens doesn’t come with a model; you connect your own. Today that’s Claude Code on your own Claude account. The plan is to let you pick, including a model that runs entirely on your own computer, so nothing about your league leaves it and there’s no subscription to pay. The numbers stay League Lens’s whichever model writes the words.
- Codex, signed in to your own OpenAI account
- Local models served by LM Studio on your own computer
- Choosing the model, and checking it works, from the server and the app
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Later
Windows and Android
Today the server runs on a Mac and the app is for iPhone.
- The server on Windows, running as a service the way it does on a Mac
- An Android app with the same screens, reports and alerts as the iPhone app
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Later
More platforms
After ESPN, the other fantasy football platforms, one at a time, each with its own sign-off.
- Yahoo, signed in through Yahoo’s own OAuth
- Fleaflicker, MyFantasyLeague and CBS
- A list in the app of what each platform supports
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Later
More sports
The aim is every sport people play fantasy leagues in, as many as we can support well. Each needs its own scoring, schedules, projections and reports, so they arrive one at a time, starting with the biggest.
- Fantasy basketball, baseball and hockey first
- Other sports after those, as the platforms that host them allow
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Under consideration
Hosted plans
Plans at $20 and $40 a month, for people who want the reports without running a server. None of the infrastructure exists yet, and what each plan includes isn’t settled.
- Reports and answers from a server we run, read in the same app
- Two tiers, at $20 and $40 a month
Out of scope
Not on the roadmap
If you need one of these, League Lens isn’t the right product for you.
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Changing anything in your league
League Lens only reads. It never sets a lineup, makes a trade or places a waiver claim for you.
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Numbers from a language model
Every projection, probability and value comes from League Lens’s own analytics. The model explains them; it doesn’t compute them.
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A model of our own
League Lens writes with an AI you connect, or, on a hosted plan, one we run for you.
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Accounts and telemetry
There’s nothing to sign up for, and nothing about how you use it is reported anywhere.
How this is maintained
The sign-off and the fantasy platforms are tracked in our own issue tracker, and this page is rewritten from it. Choosing your AI, Windows and Android, more sports and the hosted plans are planned, and haven’t been broken down into tracked work yet. Open bugs and security work are left off.
Want more detail on something here, or to know where it stands? Write to dmoore@
Not yet
League Lens will be $100
The price and the license are set. The checkout opens once the 5 remaining release gates are cleared, and nothing is collected before then.
- Price
- $100
- Paid
- one time
- Covers
- one owner, one server at a time
- Refund
- 30 days
Nothing is being charged today. There's no pre-order, no deposit, and no waiting list. If you want to know when it opens, send an email and you'll get one reply when it does.