Is Napheesa Collier Over 2.5 Assists a good bet today?

PropsBot's AI scores this Napheesa Collier assists prop using a Confidence Score (0-100, model agreement) and an Edge Score (gap between modeled probability and sportsbook implied probability). The article above details Napheesa Collier's recent form, the matchup against today's opponent, and the best available odds across major sportsbooks. Read the full breakdown before placing any bet.

What is the best assists for Napheesa Collier's Over prop?

The article lists current sportsbook odds — typical books include FanDuel, DraftKings, BetMGM, Caesars, Novig (sports exchange), and Hard Rock Bet (Ohio). The best price moves throughout the day; the article reflects the line live at publish time. Always line-shop before placing a bet.

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Napheesa Collier Over 2.5 Assists — WNBA Picks Today, August 8

By David

Published August 7, 2026

The top WNBA pick today, Saturday, August 8, 2026, is Napheesa Collier Over 2.5 Assists (LV @ MIN, 1:00 PM ET). PropsBot’s AI rates the pick at 56.4% Confidence with a 4.8% Edge Score, meaning the modeled probability sits 4.8 points above the 59% the -146 price implies, which is where the value claim comes from. Best available price: FanDuel -146.

Below is the full breakdown — Confidence Score, Edge Score, sportsbook odds comparison, and historical hit rate data — so you can make a data-backed decision before the 1:00 PM ET tipoff.

Window	Over Hit Rate	Sportsbook	Line	Odds
L5 / L10 / L20	60% / 50% / 45%	FanDuel	2.5 Assists	-146
Season	60%	FanDuel	2.5 Assists	-146
H2H vs MIN	50%	FanDuel	2.5 Assists	-146

Is Napheesa Collier a good Over 2.5 Assists bet vs Las Vegas on August 8?

By David Reilich, Founder of PropsBot.AI · Last updated Saturday, August 8, 2026 · Methodology · Editorial standards

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Why Napheesa Collier Over 2.5 Assists vs Las Vegas?

PropsBot’s AI models assigned a 56.4% Confidence Score to Napheesa Collier over 2.5 Assists tonight. That threshold qualifies as Moderate Confidence in PropsBot’s framework. The pick carries a 4.8% Edge Score, with a -3.0% Confidence Gap between modeled and implied probability.

Two of PropsBot’s numbers point in opposite directions on this one, and the honest version of the pick acknowledges both. The Edge Score is a healthy +4.8%, which is the model saying the true probability is closer to 64% than the 59% baked into -146. The Confidence Gap is -3.0%, which is the model’s conviction landing just below what the market is charging. Read together: PropsBot likes the number more than the price. The case is built on role rather than form. Collier carries a 30.0% usage rate and a 24.5% assist rate with a ball-dominance score of 8.0 and a turnover rate of only 9.8% — she is the offensive hub of this team and she does not give it away. Five of six ability checks passed.

Historical Performance at 2.5 Assists

The recent form is good without being emphatic. Collier has gone over 2.5 assists in three of her last five, five of her last ten, and nine of her last twenty — 60%, 50% and 45% across the three windows. She is at 60% on the season and split even at 50% in the head-to-head sample against Las Vegas. The shape of that is a player who lives right on top of this number rather than clearing it comfortably, and the L20 at 45% is the honest soft spot: over a longer look she has missed this line more often than she has hit it. The season and last-five rates are the ones carrying the pick, and three of five is a small sample to lean on.

Matchup Context: LV @ MIN

PropsBot grades this a neutral spot and the numbers back that up rather than arguing with it. Las Vegas carries a 104.3 defensive rating, which the board labels league-average — no soft landing, no wall either. Their pace of 81.9 is a fraction above Minnesota’s 81.8, so there is no tempo bump to bank on; expect a normal number of possessions. Context passed only two of six checks, and the one that came back green is Las Vegas conceding 6.8 steals per game, which is a genuine plus for a high-usage passer. The game total sits at 183.5 with the spread at 4.5. The real dependency is one Collier does not control: assists require made shots, and her teammates are shooting .483 from the field. If that number holds, the passes turn into assists. If Minnesota goes cold, she can create the same looks and finish with two.

Best Line Available

FanDuel’s -146 is the best price on the board and it is not a cheap one. Laying -146 means risking about a dollar and a half to win a dollar on a prop that has cleared 45% of the time over a twenty-game look. The model’s 4.8% edge is real but it is thin enough that the price does most of the work in deciding whether this is worth playing. Anything shorter than -146 erases the edge outright, so this is a bet worth shopping and worth passing on if the number moves against you before tipoff.

How PropsBot Grades WNBA Assists Picks

Every PropsBot pick is graded the morning after the game by an automated result-tracker that pulls box-score data from the league’s official site and marks the pick Hit, Miss, Push, or Voided (for player non-appearance). The graded outcome is appended to the post via a green/red callout block, and the per-pick history is published at Performance Methodology. Every entry includes the date, line, book, and graded outcome — nothing is retroactively edited.

How PropsBot Models WNBA Assists Props

Multiple AI models score the prop, then their consensus is summarized into a single Confidence Score and an Edge Score — full methodology at /performance-methodology/.

More WNBA Player Props — August 8, 2026

Today’s full WNBA slate is available inside PropsBot with Confidence Scores, Edge Scores, and multi-book odds comparisons across every market. Sign up free to access every pick before tipoff.

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Sources & Verification

Career stats: Napheesa Collier on WNBA.com
Advanced metrics: Napheesa Collier on Basketball-Reference (WNBA)
Game info: LV at MIN on August 8, 2026

Today’s Other AI Picks — August 8, 2026

Robert Stock Over 4.5 Pitcher Strikeouts (MLB)

See every PropsBot WNBA daily pick (newest first): /category/wnba-picks/

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PropsBot is a research and analytics tool — not a picks service. Picks reflect AI model output as of August 8, 2026 and may be updated; see our Corrections Policy for how we handle changes after publication. Odds are subject to change.

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Tagged AI Picks, Assists, Napheesa Collier, Player Props, WNBA, WNBA Picks Today