StatFrame is an automated content pipeline that transforms structured sports data into engaging visual narratives. The system ingests raw game statistics and dynamically maps them onto templated motion designs. To ensure timely delivery at scale, renders can run on a predetermined schedule or trigger automatically in response to live game events.
One team, one metric, set against a real baseline instead of a hot take. Five frames carry the full arc: the hook, the reveal, where the number sits historically, where it sits against the league, and the open question it leaves – built from nflverse and FPL data, with every number traceable back to the same snapshot the card shows.
See all GAPA team's record against the spread for a season – cover rate, games decided, average margin, and how the last twelve have gone. Every number computed from final scores against the kickoff line, not a handicapper's picks.
See all TRACKERA team's longest active streak against the spread – how many straight games they've covered or failed to cover, with season record and net units alongside it.
See all SPOTLIGHTA betting line or total, tracked as it moves – what it opened at, where it sits now, and how many tracked books have shifted with it. The market's own move, without asserting why it moved.
See all LINERuns on simulated, demonstration data, labeled as such on the card itself. It shows the format and pacing a real pick would follow without ever implying a real result sits behind it.
See all Pick CardA tournament's week, reconciled against the official match record. Results, scorers, and standout stats are pulled directly from verified data, not written up after the fact from memory.
See all Weekly RecapThe full tournament table, plus the numbers underneath it: goals, shots, cards, corners, every team's underlying stats for the competition. Reconciled against the official record, not estimated or backfilled.
See all Final StandingsOne team, one metric, set against a real baseline instead of a hot take. Five frames carry the full arc: the hook, the reveal, where the number sits historically, where it sits against the league, and the open question it leaves – built from nflverse and FPL data, with every number traceable back to the same snapshot the card shows.
2025 season: the Bears allow 12.8 fewer points per game at home than on the road – the largest home/road defensive gap in the league this year, and the largest for Chicago since 2007. Four of the last nineteen seasons have cleared this margin. A real edge, or one season?
2025 season: the Ravens score 6.5 fewer points per game at home than on the road – the third-largest such gap in the league this year, and the seventh-largest for Baltimore since 2007. Eleven of the last nineteen seasons have run this same direction. A new pattern, or one season?
2025 season: the Falcons allow 5.3 more points per game at home than on the road – the third-largest such gap for Atlanta since 2007, though only 11th-largest in the league this year. Six of the last nineteen seasons have run this same direction. A home problem, or one season?
2025 season: the Jaguars are outscoring opponents by 10.4 points per game – the fifth-largest scoring margin in the league this year, and the fifth-largest for Jacksonville since 2007. Four of the last nineteen seasons have run this positive. A permanent shift, or a rented surge?
2025 season: the 49ers score 4.9 fewer points per game at home than on the road – the ninth-largest such gap in the league this year, and the eighth-largest for San Francisco since 2007. Ten of the last nineteen seasons have run this same direction. A real split, or seventeen games?
2025 season: the Titans score 11.1 fewer points per game in division play than out of it – the largest such gap in the league this year, and the largest for Tennessee since 2007. Eight of the last nineteen seasons have run this same direction. A division problem, or six games?
2025 season: the Rams score 9.5 fewer points per game after Week 9 than before it – the third-largest such gap in the league this year, and the largest for the Rams since 2016. Six of the last ten seasons have run this same direction. A late-season habit, or one year?
2025 season: the Dolphins score 6.6 more points per game in division play than out of it – the seventh-largest such gap in the league this year, and the fourth-largest for Miami since 2007. Nine of the last nineteen seasons have run this same direction. A division habit, or six games?
2025 season: the Rams score 6.4 more points per game in division play than out of it – the ninth-largest such gap in the league this year, and the third-largest for the Rams since 2016. Four of the last ten seasons have run this same direction. A matchup, or six games?
2025 season: the Seahawks allow 5.8 more points per game at home than on the road – the tenth-largest such gap in the league this year, and the ninth-largest for Seattle since 2007. Eight of the last nineteen seasons have run this same direction. A slip, or eight home games?
Premier League 2026/27, Matchweeks 1-2: Tottenham have taken 17 shots without scoring in a loss to Newcastle, part of a scoreless run – 26 shots across two matches for zero goals, the league's worst conversion rate among all 20 clubs. Broken, or just cold?
Premier League 2026/27, Matchweeks 1-2: Manchester United have taken the most shots in the league – 54 across two matches for 5 goals, a mid-table conversion rate. 33 of those shots came alone in a 5-2 win over Ipswich. Volume, or just noise?
Premier League 2026/27, Matchweeks 1-2: Hull City lead the league in shot conversion – 3 goals from 14 shots, best of all 20 clubs. They needed just 8 shots to beat Manchester United 2-0 in Matchweek 1, the fewest shots taken among four clubs level on 6 points. Clinical, or just early?
No GAP cards match these filters.
A team's record against the spread for a season – cover rate, games decided, average margin, and how the last twelve have gone. Every number computed from final scores against the kickoff line, not a handicapper's picks.
The Rams covered the spread in 10 of 21 decided games in 2021 – a 48% cover rate across the regular season and playoffs, pushes excluded. Their last twelve sit dead even at 6-6.
The Steelers covered the spread in 9 of 18 games in 2015 – a 60% cover rate across the regular season and playoffs, pushes excluded. Their last twelve sit at 4-6.
The Titans covered the spread in just 2 of 17 games in 2024 – a 13% cover rate across the regular season and playoffs, pushes excluded. Their last twelve sit at 1-10.
No TRACKER cards match these filters.
A team's longest active streak against the spread – how many straight games they've covered or failed to cover, with season record and net units alongside it.
2025 season: Tampa Bay's longest active run against the spread – nine straight non-covers, spanning the regular season and playoffs.
The 49ers' longest run against the spread in 2002: ten straight non-covers, spanning the regular season and playoffs.
The Chargers' longest run against the spread in 2007: nine straight covers, spanning the regular season and playoffs.
No SPOTLIGHT cards match these filters.
A betting line or total, tracked as it moves – what it opened at, where it sits now, and how many tracked books have shifted with it. The market's own move, without asserting why it moved.
2026 preseason, SF vs. LAC: the game total opened at 38.5 and fell a full point to 37.5 within twelve hours – five of eleven tracked books were at 37.5 by Thursday morning, shifting the implied over probability from 52.4% to 52.6%.
2026 preseason, DEN vs. ATL: the game total opened at 39.5 and fell a full point to 38.5 over twelve hours – four of eleven tracked books were at 38.5 by Thursday afternoon, shifting the implied over probability from 52.6% to 53.2%.
No LINE cards match these filters.
Runs on simulated, demonstration data, labeled as such on the card itself. It shows the format and pacing a real pick would follow without ever implying a real result sits behind it.
Simulated data, demonstration only – not a real pick record. Model edge +4.4%, win probability 56.8%, projected value +0.4u on Mexico -1.5. Shown to demonstrate the pick-card format; labeled simulated on the card itself.
Simulated data, demonstration only – not a real pick record. Model edge +4.4%, win probability 56.8%, projected value +0.4u on Mexico -1.5. Shown to demonstrate the pick-card format; labeled simulated on the card itself.
No Pick Card cards match these filters.
A tournament's week, reconciled against the official match record. Results, scorers, and standout stats are pulled directly from verified data, not written up after the fact from memory.
World Cup 2026, finals week: Spain won the tournament 1-0 over Argentina in extra time – the only goal from Ferran Torres in the 106th minute. The four matches from July 13-19 produced 16 goals, ten of them in the third-place game. Mbappé finished as tournament top scorer with 10.
World Cup 2026, Round of 32: Germany and the Netherlands were both eliminated on penalties – the tournament's first two shootouts, four and a half hours apart. Through 82 matches, the tournament had produced 239 goals; Mbappé and Messi led scoring, tied at 6 each.
World Cup 2026, finals week: Spain won the tournament 1-0 over Argentina in extra time – the only goal from Ferran Torres in the 106th minute. The four matches from July 13-19 produced 16 goals, ten of them in the third-place game. Mbappé finished as tournament top scorer with 10.
No Weekly Recap cards match these filters.
The full tournament table, plus the numbers underneath it: goals, shots, cards, corners, every team's underlying stats for the competition. Reconciled against the official record, not estimated or backfilled.
World Cup 2026 final standings: Spain champions (7-1-0, conceding one goal all tournament), Argentina runners-up, England third, France fourth. 308 goals across 104 matches – a goal every 31 minutes, both teams scoring in 55% of them. Mbappé led all scorers with 10.
World Cup 2026 final standings: Spain champions (7-1-0, conceding one goal all tournament), Argentina runners-up, England third, France fourth. 308 goals across 104 matches – a goal every 31 minutes, both teams scoring in 55% of them. Mbappé led all scorers with 10.
No Final Standings cards match these filters.