European foundation // seven hockey systems

The road crosses an ocean.

Open the professional and elite-junior systems that sent proven players to the NHL. Complete SHL, Liiga, Czech Extraliga, DEL, and HockeyAllsvenskan archives now run from 2005–06 through 2025–26. Maxa Liga and Czech U20 have joined with complete current-season cohorts.

7national systems
19permanent league files
125complete cohorts
56,587participant-season records

Coverage rule

Proof is not a percentage.

93 cohorts now have a full five-season outcome window. The 32 newer cohorts stay visible without entering mature comparison rates.

Read the denominator rule →

Step 04 // mature conversion release

Five paths, measured the same way.

Rates pool eligible entries from complete cohorts with at least five seasons of observation. They describe observed history, not league quality.

Open a European comparison →

Step 06 // second tier + elite junior

The next layer is live.

11,531 participant-season records across 23 complete cohorts, with newer outcomes held in developing status.

System file

Sweden

3 leagues in the first European release.

System file

Finland

3 leagues in the first European release.

System file

Russia / Eurasia

3 leagues in the first European release.

System file

Switzerland

2 leagues in the first European release.

System file

Czechia

3 leagues in the first European release.

System file

Germany

3 leagues in the first European release.

System file

Slovakia

2 leagues in the first European release.

Identity audit // archive tranche

Resolve what is provable. Isolate what is not.

  1. 01

    513 fragmented identities resolved in the dedicated review pass.

  2. 02

    1,718 distinct NHL identities found across five measured top leagues.

  3. 03

    877 unresolved cohort appearances remain isolated instead of being forced.

  4. 04

    77 mature cohorts now feed the public conversion board and representative success index.

Step 05 // parallel access

3 blocked archives now have request-ready access packets.

The official sources were re-tested and each gate now has a minimum data request, delivery path, and publication rule. The packets are ready but have not been sent.

KHL · permission required request ready

The official statistics route rejects the archive client, while the league's text-site policy says automated extraction requires official permission.

Written permission plus a complete season export or stable sanctioned feed, followed by participant-count and identity validation.
Slovak Extraliga + 1. Liga · credential required request ready

The official Swagger document exposes the required read routes, but an anonymous competitions request returns Not authorized.

Issued read-only credential or complete sanctioned export, followed by competition mapping and denominator validation.
Swiss National League · pre-2008 · archive export request ready

The public SIHF player service exposes 2008–09 and later; the immediately prior season returns no pages. The official contact directory names the API/interface channel.

Complete official 2005–08 exports and source-ID mapping, followed by roster completeness and identity validation.

Expansion queue

Nine files have a named next move.

Multi-phase junior leagues need deduplication before publication; protected or undiscovered feeds stay out of the denominator until they are complete.

MESTIS · endpoint discovery

Mestis

Verify the complete official player-stat feed and season selector.
VHL · access challenge

All-Russian Hockey League

Locate a stable first-party VHL archive feed or sanctioned export.
SL · competition filter discovery

Swiss League

Verify the Swiss federation competition filter and full-season player table.
DEL2 · endpoint discovery

DEL2

Verify the DEL2 statistics provider's complete participant endpoint.
SVK-1 · access challenge

Slovak Hockey League

Resume from the official 2025–26 competition route when anonymous access is stable.
J20 NAT · phase aggregation

J20 Nationell

Aggregate the official north, south, continuation, and playoff phases without double counting players.
U20 SM · endpoint discovery

U20 SM-sarja

Verify the federation's complete U20 player feed and season IDs.
MHL-RUS · access challenge

Junior Hockey League

Locate a stable first-party MHL archive feed or sanctioned export.
DNL U20 · division aggregation

Deutsche Nachwuchs Liga U20

Aggregate the official DNL top division and qualifying phases into one deduplicated cohort.

Made it after Europe

Every measured league has a story.

Three representative players per league, each recorded in the archive before his first NHL season.