The Data

Why the Data Matters

Every tier list, meta share, matchup read, and archetype page on PremodernHQ stands on one thing: the decks underneath it. Get the data wrong and everything built on top of it lies.

The Foundation Everything Rests On

The numbers you read here aren't hand-typed opinions. They're computed from thousands of real tournament decklists. When a tier reads “Tier 1,” it's because the decks say so. When a matchup leans one way, it's the placements talking. That only works if the underlying corpus is clean — and clean data is harder than it looks.

A single mislabeled event, a mis-parsed card count, or two spellings of one player's name quietly distorts a tier list, inflates a meta share, or splits one person across two leaderboard rows. Small corruptions compound. So before any of it reaches a page, every deck runs the gauntlet below.

Built on the Community's Work

Premodern exists because of the players, organizers, and communities who record its tournaments and preserve its history. We don't replace any of them — we bring together publicly-posted community results, standardize them, and keep a link back to where each came from. Our thanks to:

You - the community

Players, organizers & contributors who report results, submit decklists, and send corrections

Magic Online (MTGO)

League & Challenge results

Moxfield

Representative sample decklists

Community tournament archives

Publicly-posted paper event results & decklists

Community metagame coverage

Published metagame-share trends

Scryfall

Card data, images & price estimates

MTGJSON

Per-retailer price history (incl. MTGO tix)

premodernmagic.com

The official ban list & format rules

What Clean Data Demands

Aggregated decklists arrive messy — formats blended together, placements garbled, counts inflated, duplicates everywhere, provenance lost along the way. Trusting them as-is is how a metagame picture goes subtly, confidently wrong. Each deck on this site passes these gates first.

Format Legality

Premodern is a precise window — 4th Edition through Scourge, minus the ban list. Decks carrying cards outside that pool are caught and held out, so a stray Modern or Legacy list never sneaks into the metagame as if it belonged.

Parse Verification

Card counts, mainboard size, and sideboard limits are checked against what a real 60-card deck can be. Inflated quantities and malformed lists — the kind that quietly skew aggregate counts — are flagged rather than averaged in.

Player & Deck Deduplication

The same event reported by two trackers, or one player spelled three ways, collapses into a single canonical record. One person, one row; one deck, one entry — so standings and meta shares count reality, not echoes.

Archetype Classification

Every deck is matched to a real archetype by its actual card profile, not its self-reported label. Generic and mislabeled buckets are resolved to the deck they truly are, so tier lists reflect the format as it's played.

Built to Stay Right

Normalized, Not Just Collected

Placements are renumbered consistently, dates reconciled against event records, and banned cards flagged rather than silently dropped. The pipeline's job isn't to gather the most decks — it's to gather the ones that are actually true.

One Corpus, Continuously Refined

New results flow in, run the same gauntlet, and join a corpus that only gets cleaner over time. Nothing reaches a page until it has earned its place in it.

What Makes It Different

Plenty of sites track Magic data well. These are the things we choose to put work into — not a knock on anyone else, just where we try to add something worth having.

Every result traces to its sources

When duplicate reports of one tournament are merged, we keep the link back to every site that reported it - provenance is preserved, not flattened away.

The format, on a map

Events are resolved to a city, country, or online and aggregated into a world heatmap, so you can see where Premodern is played - not just who won.

Price history, not just today's number

Cards carry a price trend over time across multiple retailers, including MTGO tix - a moving picture rather than a single snapshot.

Open and free to read

The underlying data lives in a public mirror with no paywall and no login. Corrections and additions are welcome via the contribute path.

We report the format, we don't decide it

Legality follows premodernmagic.com exactly. Tier lists and evaluations come from the data alone - never from a commercial relationship.

Guarded against silent breakage

An anomaly guard flags unexpected data drops and a review queue surfaces anything needing a human, so quality problems get caught rather than published.

Spot something wrong or missing? The fastest way to improve the dataset is to send a correction or a missing decklist.

Honest Limitations

No gauntlet makes data perfect. Bad data in is still bad data out — if a tournament report is wrong at the source, our cleanup can normalize it but can't invent the truth. We surface what we can verify, hold back what we can't, and would rather show a smaller, trustworthy picture than a complete but corrupted one.

  • Coverage is partial. Not every event is reported, and online results are far easier to capture than paper ones. Meta shares reflect the decks we can see, not every deck played.
  • Source errors propagate. A wrong placement or misspelled card in the original report can survive cleanup. We catch the obvious, but we don't claim to catch everything.
  • Classification is a judgment. Archetype labels and tiers are derived from card profiles and placements — useful, but a model of the format, not gospel. Edge cases and brews won't always land where a purist would put them.
  • Small samples are noisy. A handful of results can swing a number. Treat thinly-represented archetypes and recent shifts as signal worth watching, not settled fact.

Rigor up front is why the rest of PremodernHQ can be read with confidence. The data is the product... Everything else is what it makes possible.