Transparency
Data, estimates & confidence
How the platform sources, models, validates and presents Premiership Rugby data.
Primary source
Official match statistics
Player and match performance data is collected from the official Gallagher Premiership RugbyViz feed supplied through InCrowd Sports. Match results and final regular-season tables are stored in the public data store for reproducibility.
- Performance data
- Premiership RugbyViz
- Match results
- Official competition feed
- League tables
- Verified final regular-season standings
- Club crests
- Official match-feed assets
- Site imagery
- Official competition and club media, linked to source
Remote editorial images remain the property of their respective rights holders and can be replaced independently through the media manifest.
Homepage image credits
Player image credits
- Henry Pollock — Northampton Saints source
- George Hendy — Northampton Saints source
- Josh Hodge — PREM Rugby source
- Ben Redshaw — Gloucester Rugby source
- Kalaveti Ravouvou — Bristol Bears source
- Gabriel Ibitoye — Bristol Bears source
- Charlie Clare — Leicester Tigers source
- Orlando Bailey — PREM Rugby / Bath Rugby source
- Josh Bassett — Leicester Tigers source
- Tommy Freeman — Northampton Saints source
- Olly Woodburn — Exeter Chiefs source
- Jack Walker — Harlequins source
- Louie Hennessey — Bath Rugby source
Important context
What is estimated
- Base salaries are modelled from positional benchmarks and caps unless marked reported.
- Squad cost, cap headroom and marquee allowance are therefore estimates.
- Win probability and projected points are model outputs, not bookmaker forecasts.
- Zero international caps are expected for most squad players; unknown nationality is the identity gap.
- Assists, scrum percentages and lineout percentages are not in the public player feed, so they are omitted from quality scores.
Validation
Club data quality
Unknown nationality is a gap. Zero caps are expected for most players. Scrum, lineout and assist fields are not in the public player feed.
Bath Rugby27 flagged rows · 0 outliers
95.1%
Bristol Bears38 flagged rows · 0 outliers
93.9%
Exeter Chiefs36 flagged rows · 0 outliers
93.3%
Gloucester Rugby42 flagged rows · 0 outliers
93.2%
Harlequins42 flagged rows · 0 outliers
93.9%
Leicester Tigers29 flagged rows · 0 outliers
94.6%
Newcastle Falcons47 flagged rows · 0 outliers
92.9%
Northampton Saints35 flagged rows · 0 outliers
94.3%
Sale Sharks35 flagged rows · 0 outliers
94.2%
Saracens30 flagged rows · 0 outliers
94.4%
Coverage gaps
Lowest-completeness fields
Nation21.4%
Gainline Success Pct97.4%
Tackle Completion Pct98.7%
Player Name100.0%
Position100.0%
Position Group100.0%
Club100.0%
Season100.0%