LLinework
Evidence-first sports intelligence

Forecasts you
can inspect.

One clear view of sportsbook prices, prediction markets, player projections, and model evidence—built to show what is live, what is stale, and what is still unknown.

Evidence unavailableNFL
—games in view
—linked Kalshi props
—two-sided markets
Checking model scanAwaiting capture
NBA + NFL + CFBSportsbooks · Kalshi · PrizePicksPregame research only
Retrospective accuracy in context

84.5%.
Then 82.0%.

Compare with constant directions

The model trailed always choosing Under in 2025 and scored higher in 2026 on the same selected records. These historical comparisons do not establish a profitable edge.

2025 · Weeks 1–284.5%

180 correct / 213 model calls

Same recorded forecasts
Direction ruleAccuracyCorrect
Model84.5%180/213
Always Under85.0%181/213
Always Over15.0%32/213
Games
26
95% game-cluster interval
79.7%–89.6%
2026 · Week 182.0%

100 correct / 122 model calls

Same recorded forecasts
Direction ruleAccuracyCorrect
Model82.0%100/122
Always Under77.0%94/122
Always Over23.0%28/122
Games
15
95% game-cluster interval
72.8%–89.8%

Rule: at least 60.0% probability on the called side of a fixed 4.5 reception threshold, using only prior games.

Both constant directions use the same retrospectively selected records and fixed threshold. Archived sportsbook prices are unavailable; prospective profitability remains unproven.

Inspect every forecast

See the market.

Understand the gap.

Keep the proof.

linework / live markets
L
Last published NFL coverageEvery state has a reason.
Games—
Markets—
Two-sided—
VENUE STATUS

Kalshi Checking

Sportsbooks Checking

PrizePicks Checking

EVIDENCE POLICYNo price without provenance.

Source, time, identity, fees, and settlement logic stay attached.

Try a real past-game replay

A clear forecast.
A result you can check.

See the player, direction, model evidence and verified final stat together. Compare Week 1 replays, including a miss, without leaving the card.

PAST-GAME DEMO · NFL WEEK 1

The forecast. The final result.

SF vs LAR · 2026-09-10

Brock Purdy

RETROSPECTIVE MODEL FORECAST

Over 200.5passing yards

A fixed research threshold, evaluated against the final game stat.

Verified final passing yards205 yd✓ Correct forecast

Above threshold

View final-stat source ↗
Model baseline70.0%Above the research threshold
History behind it24 gamesBefore the target game date
EvidenceFinal stat verifiedExact player and game match
WHY THE MODEL LEANED OVER

Brock Purdy exceeded 200.5 yards in 17 of 24 prior games. The median was 268.5 yards, 68.0 above the threshold.

See the history behind the forecast

17 above / 7 below
70.8% observed rate across the full sample.

3 of 5 most recent games above
Recent results were weaker than the full history.

Latest five games before 2026-09-10 / newest first
DateOpponentPassing yardsvs 200.5
2026-01-03SEA127Below
2025-12-28CHI303Above
2025-12-22IND295Above
2025-12-14TEN295Above
2025-11-30CLE168Below

The model smooths the observed rate to 70.0% using (17 + 0.5) / (24 + 1). This is a historical-frequency baseline; it did not add an opponent, injury or teammate adjustment to this replay.

Inspect published prior-game stats
Replay method and limitations

The retained replay used games from the 2024 season onward, an exclusive game-date cutoff and up to 40 prior games. The target game's final stat was used only for grading. This is a retrospective research threshold, not a recorded pregame sportsbook recommendation.

Historical sportsbook prices, a retained uncertainty interval and timestamped injury evidence are absent, so this replay cannot establish betting value, stake, ROI or CLV. Demo records remain separate from live picks and performance totals.

Retained final-stat source commitment1cefdae759629bef7ec6345d4f9e87edcdee907a934f0c04503297c414ebff13
How it works

Signal without the theatre.

The interface stays calm because the system underneath is strict. Each stage can block a result instead of filling the screen with false certainty.

01

Observe the offer

Capture the line, price, event, player identity, and provider timestamp as one piece of evidence.

02

Resolve the market

Match the exact outcome across sportsbooks, Kalshi contracts, and projection boards.

03

Estimate honestly

Use only history available before the event and retain the model version and uncertainty.

04

Gate the result

Freshness, fees, liquidity, rules, and settlement coverage decide what reaches the dashboard.

Designed for evidence

Unknown is a valid answer.

Linework does not turn missing outcomes into performance, stale quotes into opportunities, or public projections into invented payouts.

No order execution Immutable evidence Explicit provider health
Ready when the data is.

Read the market
with context.

Open the dashboard