Blair Andrews

Managing Editor, Author of The Wrong Read, Occasional Fantasy Football League Winner. All opinions are someone else's.

Author Archive

In-Season Articles

In-Season Articles

How to Use the Win the Flex and Range of Outcomes Tools to Find Undervalued Wide Receivers

RotoViz was a pioneer of the idea of structural drafting, often in tandem with the idea that the flex wins championships and that fantasy football drafts are a race to fill the flex. But we’ve always paired structural drafting with evidence-based player-level research. Success in fantasy is not as simple as drafting the right number of RBs or drafting a QB in the right round,…...

My Favorite Targets in Each Round of Early Underdog Drafts: Part 2 – The Correlation Picks

Best Ball Mania IV is in full swing, and player ADPs are becoming more rigid every day as drafters anchor to the number next to a player’s name. This situation gives savvy drafters an advantage though, as it makes it much easier to plan a draft round-by-round. Using our Underdog ADP tool — now with the ability to show an ADP Draft Grid — we…...

My Favorite Targets in Each Round of Early Underdog Drafts: Part 1 – The Foundation Picks

Best Ball Mania IV is in full swing, and player ADPs are becoming more rigid every day as drafters anchor to the number next to a player’s name. This situation gives savvy drafters an advantage though, as it makes it much easier to plan a draft round-by-round. Using our Underdog ADP tool — now with the ability to show an ADP Draft Grid — we…...

This Method for Crushing Underdog Tournaments With Rookie RBs Is Counterintuitive But Powerful

In Part 1, Blair Andrews argued that Jahmyr Gibbs is undervalued in best ball, even at his current valuation, right at the Round 3/4 turn. Rookie running backs drafted in the first 100 reality picks — especially those who are young — have a better chance than most other RBs to put up big scores in the fantasy playoffs. But an obvious question remains: can…...

Jahmyr Gibbs Is the Best Value in Every Draft: How to Find Rookie RB Stars in Underdog’s Best Ball Mania IV

Shawn Siegele, Dave Caban, Curtis Patrick, and I spent NFL Draft Sunday night arguing (in a friendly way) about rookie rankings and completing mock drafts for Volume 3 of the RotoViz Rookie Guide. I spent much of that time trying to convince my co-rankers that reasonable people could rank Jahmyr Gibbs as the rookie 1.01. I even took him first overall in one of our…...

Chase Brown’s Elite Production and Athleticism Could Help Him Earn an Immediate Role in Cincinnati

RotoViz writers have been keeping busy over the last two days with up-to-minute reactions for all the fantasy-relevant draft picks in the first three rounds. Be sure to check out our previous draft coverage and pre-draft research. Day 1 Instant Fantasy Reactions: Where the Stars Belong Now Superflex Rookie Draft Projections Following Round 1 Day 2 Instant Reactions: Rising Studs and Super Sleepers on a…...

Tyler Scott Has the Production Profile We Like to See, But Can He Make the Most of His Opportunities in Chicago?

RotoViz writers have been keeping busy over the last two days with up-to-minute reactions for all the fantasy-relevant draft picks in the first three rounds. Be sure to check out our previous draft coverage and pre-draft research. Day 1 Instant Fantasy Reactions: Where the Stars Belong Now Superflex Rookie Draft Projections Following Round 1 Day 2 Instant Reactions: Rising Studs and Super Sleepers on a…...

How to Smash the NFL Draft: Key RB Receiving Stats, Plus Other Advanced Metrics To Gain a Fantasy Edge

The NFL Draft is only hours away, and when it comes we will get our most telling indication of how our favorite prospects’ NFL careers might go. Nothing predicts NFL success better than draft position, in part because nothing determines early NFL opportunity quite like draft position. But just because draft position is the most predictive metric, that doesn’t mean it’s entirely efficient. . …....

Is the NFL Draft Efficient? Running Back Metrics That Help You Project the NFL Draft . . . and Then Beat It In Fantasy

The NFL Draft is only hours away, and when it comes we will get our most telling indication of how our favorite prospect’s NFL careers might go. Nothing predicts NFL success better than draft position, in part because nothing determines early NFL opportunity quite like draft position. But just because draft position is the most predictive metric, that doesn’t mean it’s entirely efficient. What do…...

Jaxon Smith-Njigba and a Multi-Definitional Look at Breakout Age for Wide Receiver Prospects

In The Wrong Read, No. 76, Blair Andrews dives into the definition of a breakout season for collegiate WR prospects and suggests a path for improving the metric. We’ve long defined a wide receiver breakout as a player’s first season in which they achieve a 30% dominator rating. While that has proven to be among the most accurate and discerning measures of college breakouts, it’s…...

Anthony Richardson, Kayshon Boutte, and How Fantasy Managers Can Beat the NFL Draft: The 2023 NFL Prospect Age Database

Draft age is one of the most important metrics when evaluating prospects, at all positions. Across the board we see that players who are drafted at a younger age are more successful at nearly every stage of their careers, and are successful for longer than their peers that were drafted at an older age. There are few prospect metrics that have more predictive power than…...

Chase Brown’s Insane Production Hasn’t Yet Earned Him the Approval of NFL Scouts — Is This an Exploitable Inefficiency or a Failure of the Metrics?

Earlier this week I published the backfield dominator ratings (BDR) for the 2023 running back class. Chase Brown ranked No. 4 in BDR, thanks in large part to the number of opportunities he saw in Illinois’ offense. He had at least 20 touches and surpassed 100 total yards in every single game. Opponent RuAtts RuYds RuTDs RuAttMS RuYdMS Recs ReYds ReTDs Touches TotalYds Wyoming 19…...

3 Small (or Small School) Running Backs Who Could Surprise You, and 1 Trendy Name with a Major Red Flag: 2023 Backfield Dominator Ratings

Production is nearly always undervalued at the running back position. In part that’s because it’s not always the easiest thing to measure. Yes, we can easily look at the leaderboards in rushing and receiving yards and see who compiled the biggest numbers. But doing so leaves out a lot of context. For one thing, it doesn’t tell us much about a player’s offensive environment? Was…...

Jamaal Williams Is a Sneaky Pick to Regain Elements of His Green Bay Profile and Benefit from Alvin Kamara Uncertainty

Jamaal Williams has signed a three-year deal with the New Orleans Saints worth $12 million, with $8 million guaranteed. Williams is coming off a league leading 17-touchdown season on the back of 46 green zone touches (also the most in the league). Can he replicate this type of season in New Orleans? Williams’ Breakout Season Williams is moving to his third team since entering the…...

Jimmy Garoppolo Finally Ready to Add Fantasy Exploits to His Reality Value? 3 Stealth Reasons He’s More Than a Placeholder

The Raiders wasted little time in replacing their long-time quarterback Derek Carr (now a New Orleans Saint). They all but signed Jimmy Garoppolo on the first day of the NFL’s “legal tampering” period. The deal will be official on Wednesday, but is apparently worth $67.5 million over three years. Is Garoppolo a suitable replacement for Carr? How will he fit in the Raiders’ offense? And…...

Is Jalin Hyatt a Legit First-Round Talent and Future Dynasty Star? The Advanced Metrics Are Pretty Crazy

Jalin Hyatt is widely expected to be taken in the first round of the reality draft. The speed and explosiveness he displayed at the combine only solidifies his draft stock. Yet he routinely slips to the second round of dynasty rookie mock drafts. Are NFL GMs overvaluing Hyatt’s final season production and tested athleticism? Or are fantasy GMs undervaluing Hyatt’s on-field abilities? The Box Score…...

4 Wide Receivers Who Boosted Their Stock at the Combine, and 2 Who Should Have Skipped It Altogether: 2023 Combine Winners and Losers

In many ways the NFL combine marks the unofficial start to the 2023 offseason. Although best balls drafts are in full swing, it’s not until the annual underwear olympics that we get new data on soon-to-be NFL players. In a lot of cases this new data just confirms what we already expected. But occasionally there are some surprises — both positive and negative. Those surprises…...

Cooper Kupp and David Johnson Were Once Small School Stars – 4 FCS Players to Watch in 2023

It’s rare for a player who didn’t go to a Power-Five school — let alone an FBS school — to make it big in the NFL. Yet occasionally, players from the FCS and lower divisions do hit in big ways. Christian Watson (North Dakota State) is the most recent example, but players like Cooper Kupp (Eastern Washington), David Johnson (Northern Iowa), Tarik Cohen (North Carolina…...

How to Use the Win the Flex and Range of Outcomes Tools to Find Undervalued Wide Receivers

RotoViz was a pioneer of the idea of structural drafting, often in tandem with the idea that the flex wins championships and that fantasy football drafts are a race to fill the flex. But we’ve always paired structural drafting with evidence-based player-level research. Success in fantasy is not as simple as drafting the right number of RBs or drafting a QB in the right round,…...

My Favorite Targets in Each Round of Early Underdog Drafts: Part 2 – The Correlation Picks

Best Ball Mania IV is in full swing, and player ADPs are becoming more rigid every day as drafters anchor to the number next to a player’s name. This situation gives savvy drafters an advantage though, as it makes it much easier to plan a draft round-by-round. Using our Underdog ADP tool — now with the ability to show an ADP Draft Grid — we…...

My Favorite Targets in Each Round of Early Underdog Drafts: Part 1 – The Foundation Picks

Best Ball Mania IV is in full swing, and player ADPs are becoming more rigid every day as drafters anchor to the number next to a player’s name. This situation gives savvy drafters an advantage though, as it makes it much easier to plan a draft round-by-round. Using our Underdog ADP tool — now with the ability to show an ADP Draft Grid — we…...

This Method for Crushing Underdog Tournaments With Rookie RBs Is Counterintuitive But Powerful

In Part 1, Blair Andrews argued that Jahmyr Gibbs is undervalued in best ball, even at his current valuation, right at the Round 3/4 turn. Rookie running backs drafted in the first 100 reality picks — especially those who are young — have a better chance than most other RBs to put up big scores in the fantasy playoffs. But an obvious question remains: can…...

Jahmyr Gibbs Is the Best Value in Every Draft: How to Find Rookie RB Stars in Underdog’s Best Ball Mania IV

Shawn Siegele, Dave Caban, Curtis Patrick, and I spent NFL Draft Sunday night arguing (in a friendly way) about rookie rankings and completing mock drafts for Volume 3 of the RotoViz Rookie Guide. I spent much of that time trying to convince my co-rankers that reasonable people could rank Jahmyr Gibbs as the rookie 1.01. I even took him first overall in one of our…...

Chase Brown’s Elite Production and Athleticism Could Help Him Earn an Immediate Role in Cincinnati

RotoViz writers have been keeping busy over the last two days with up-to-minute reactions for all the fantasy-relevant draft picks in the first three rounds. Be sure to check out our previous draft coverage and pre-draft research. Day 1 Instant Fantasy Reactions: Where the Stars Belong Now Superflex Rookie Draft Projections Following Round 1 Day 2 Instant Reactions: Rising Studs and Super Sleepers on a…...

Tyler Scott Has the Production Profile We Like to See, But Can He Make the Most of His Opportunities in Chicago?

RotoViz writers have been keeping busy over the last two days with up-to-minute reactions for all the fantasy-relevant draft picks in the first three rounds. Be sure to check out our previous draft coverage and pre-draft research. Day 1 Instant Fantasy Reactions: Where the Stars Belong Now Superflex Rookie Draft Projections Following Round 1 Day 2 Instant Reactions: Rising Studs and Super Sleepers on a…...

How to Smash the NFL Draft: Key RB Receiving Stats, Plus Other Advanced Metrics To Gain a Fantasy Edge

The NFL Draft is only hours away, and when it comes we will get our most telling indication of how our favorite prospects’ NFL careers might go. Nothing predicts NFL success better than draft position, in part because nothing determines early NFL opportunity quite like draft position. But just because draft position is the most predictive metric, that doesn’t mean it’s entirely efficient. . …....

Is the NFL Draft Efficient? Running Back Metrics That Help You Project the NFL Draft . . . and Then Beat It In Fantasy

The NFL Draft is only hours away, and when it comes we will get our most telling indication of how our favorite prospect’s NFL careers might go. Nothing predicts NFL success better than draft position, in part because nothing determines early NFL opportunity quite like draft position. But just because draft position is the most predictive metric, that doesn’t mean it’s entirely efficient. What do…...

Jaxon Smith-Njigba and a Multi-Definitional Look at Breakout Age for Wide Receiver Prospects

In The Wrong Read, No. 76, Blair Andrews dives into the definition of a breakout season for collegiate WR prospects and suggests a path for improving the metric. We’ve long defined a wide receiver breakout as a player’s first season in which they achieve a 30% dominator rating. While that has proven to be among the most accurate and discerning measures of college breakouts, it’s…...

Anthony Richardson, Kayshon Boutte, and How Fantasy Managers Can Beat the NFL Draft: The 2023 NFL Prospect Age Database

Draft age is one of the most important metrics when evaluating prospects, at all positions. Across the board we see that players who are drafted at a younger age are more successful at nearly every stage of their careers, and are successful for longer than their peers that were drafted at an older age. There are few prospect metrics that have more predictive power than…...

Chase Brown’s Insane Production Hasn’t Yet Earned Him the Approval of NFL Scouts — Is This an Exploitable Inefficiency or a Failure of the Metrics?

Earlier this week I published the backfield dominator ratings (BDR) for the 2023 running back class. Chase Brown ranked No. 4 in BDR, thanks in large part to the number of opportunities he saw in Illinois’ offense. He had at least 20 touches and surpassed 100 total yards in every single game. Opponent RuAtts RuYds RuTDs RuAttMS RuYdMS Recs ReYds ReTDs Touches TotalYds Wyoming 19…...

3 Small (or Small School) Running Backs Who Could Surprise You, and 1 Trendy Name with a Major Red Flag: 2023 Backfield Dominator Ratings

Production is nearly always undervalued at the running back position. In part that’s because it’s not always the easiest thing to measure. Yes, we can easily look at the leaderboards in rushing and receiving yards and see who compiled the biggest numbers. But doing so leaves out a lot of context. For one thing, it doesn’t tell us much about a player’s offensive environment? Was…...

Jamaal Williams Is a Sneaky Pick to Regain Elements of His Green Bay Profile and Benefit from Alvin Kamara Uncertainty

Jamaal Williams has signed a three-year deal with the New Orleans Saints worth $12 million, with $8 million guaranteed. Williams is coming off a league leading 17-touchdown season on the back of 46 green zone touches (also the most in the league). Can he replicate this type of season in New Orleans? Williams’ Breakout Season Williams is moving to his third team since entering the…...

Jimmy Garoppolo Finally Ready to Add Fantasy Exploits to His Reality Value? 3 Stealth Reasons He’s More Than a Placeholder

The Raiders wasted little time in replacing their long-time quarterback Derek Carr (now a New Orleans Saint). They all but signed Jimmy Garoppolo on the first day of the NFL’s “legal tampering” period. The deal will be official on Wednesday, but is apparently worth $67.5 million over three years. Is Garoppolo a suitable replacement for Carr? How will he fit in the Raiders’ offense? And…...

Is Jalin Hyatt a Legit First-Round Talent and Future Dynasty Star? The Advanced Metrics Are Pretty Crazy

Jalin Hyatt is widely expected to be taken in the first round of the reality draft. The speed and explosiveness he displayed at the combine only solidifies his draft stock. Yet he routinely slips to the second round of dynasty rookie mock drafts. Are NFL GMs overvaluing Hyatt’s final season production and tested athleticism? Or are fantasy GMs undervaluing Hyatt’s on-field abilities? The Box Score…...

4 Wide Receivers Who Boosted Their Stock at the Combine, and 2 Who Should Have Skipped It Altogether: 2023 Combine Winners and Losers

In many ways the NFL combine marks the unofficial start to the 2023 offseason. Although best balls drafts are in full swing, it’s not until the annual underwear olympics that we get new data on soon-to-be NFL players. In a lot of cases this new data just confirms what we already expected. But occasionally there are some surprises — both positive and negative. Those surprises…...

Cooper Kupp and David Johnson Were Once Small School Stars – 4 FCS Players to Watch in 2023

It’s rare for a player who didn’t go to a Power-Five school — let alone an FBS school — to make it big in the NFL. Yet occasionally, players from the FCS and lower divisions do hit in big ways. Christian Watson (North Dakota State) is the most recent example, but players like Cooper Kupp (Eastern Washington), David Johnson (Northern Iowa), Tarik Cohen (North Carolina…...

How to Use the Win the Flex and Range of Outcomes Tools to Find Undervalued Wide Receivers

RotoViz was a pioneer of the idea of structural drafting, often in tandem with the idea that the flex wins championships and that fantasy football drafts are a race to fill the flex. But we’ve always paired structural drafting with evidence-based player-level research. Success in fantasy is not as simple as drafting the right number of RBs or drafting a QB in the right round,…...

My Favorite Targets in Each Round of Early Underdog Drafts: Part 2 – The Correlation Picks

Best Ball Mania IV is in full swing, and player ADPs are becoming more rigid every day as drafters anchor to the number next to a player’s name. This situation gives savvy drafters an advantage though, as it makes it much easier to plan a draft round-by-round. Using our Underdog ADP tool — now with the ability to show an ADP Draft Grid — we…...

My Favorite Targets in Each Round of Early Underdog Drafts: Part 1 – The Foundation Picks

Best Ball Mania IV is in full swing, and player ADPs are becoming more rigid every day as drafters anchor to the number next to a player’s name. This situation gives savvy drafters an advantage though, as it makes it much easier to plan a draft round-by-round. Using our Underdog ADP tool — now with the ability to show an ADP Draft Grid — we…...

This Method for Crushing Underdog Tournaments With Rookie RBs Is Counterintuitive But Powerful

In Part 1, Blair Andrews argued that Jahmyr Gibbs is undervalued in best ball, even at his current valuation, right at the Round 3/4 turn. Rookie running backs drafted in the first 100 reality picks — especially those who are young — have a better chance than most other RBs to put up big scores in the fantasy playoffs. But an obvious question remains: can…...

Jahmyr Gibbs Is the Best Value in Every Draft: How to Find Rookie RB Stars in Underdog’s Best Ball Mania IV

Shawn Siegele, Dave Caban, Curtis Patrick, and I spent NFL Draft Sunday night arguing (in a friendly way) about rookie rankings and completing mock drafts for Volume 3 of the RotoViz Rookie Guide. I spent much of that time trying to convince my co-rankers that reasonable people could rank Jahmyr Gibbs as the rookie 1.01. I even took him first overall in one of our…...

Chase Brown’s Elite Production and Athleticism Could Help Him Earn an Immediate Role in Cincinnati

RotoViz writers have been keeping busy over the last two days with up-to-minute reactions for all the fantasy-relevant draft picks in the first three rounds. Be sure to check out our previous draft coverage and pre-draft research. Day 1 Instant Fantasy Reactions: Where the Stars Belong Now Superflex Rookie Draft Projections Following Round 1 Day 2 Instant Reactions: Rising Studs and Super Sleepers on a…...

Tyler Scott Has the Production Profile We Like to See, But Can He Make the Most of His Opportunities in Chicago?

RotoViz writers have been keeping busy over the last two days with up-to-minute reactions for all the fantasy-relevant draft picks in the first three rounds. Be sure to check out our previous draft coverage and pre-draft research. Day 1 Instant Fantasy Reactions: Where the Stars Belong Now Superflex Rookie Draft Projections Following Round 1 Day 2 Instant Reactions: Rising Studs and Super Sleepers on a…...

How to Smash the NFL Draft: Key RB Receiving Stats, Plus Other Advanced Metrics To Gain a Fantasy Edge

The NFL Draft is only hours away, and when it comes we will get our most telling indication of how our favorite prospects’ NFL careers might go. Nothing predicts NFL success better than draft position, in part because nothing determines early NFL opportunity quite like draft position. But just because draft position is the most predictive metric, that doesn’t mean it’s entirely efficient. . …....

Is the NFL Draft Efficient? Running Back Metrics That Help You Project the NFL Draft . . . and Then Beat It In Fantasy

The NFL Draft is only hours away, and when it comes we will get our most telling indication of how our favorite prospect’s NFL careers might go. Nothing predicts NFL success better than draft position, in part because nothing determines early NFL opportunity quite like draft position. But just because draft position is the most predictive metric, that doesn’t mean it’s entirely efficient. What do…...

Jaxon Smith-Njigba and a Multi-Definitional Look at Breakout Age for Wide Receiver Prospects

In The Wrong Read, No. 76, Blair Andrews dives into the definition of a breakout season for collegiate WR prospects and suggests a path for improving the metric. We’ve long defined a wide receiver breakout as a player’s first season in which they achieve a 30% dominator rating. While that has proven to be among the most accurate and discerning measures of college breakouts, it’s…...

Anthony Richardson, Kayshon Boutte, and How Fantasy Managers Can Beat the NFL Draft: The 2023 NFL Prospect Age Database

Draft age is one of the most important metrics when evaluating prospects, at all positions. Across the board we see that players who are drafted at a younger age are more successful at nearly every stage of their careers, and are successful for longer than their peers that were drafted at an older age. There are few prospect metrics that have more predictive power than…...

Chase Brown’s Insane Production Hasn’t Yet Earned Him the Approval of NFL Scouts — Is This an Exploitable Inefficiency or a Failure of the Metrics?

Earlier this week I published the backfield dominator ratings (BDR) for the 2023 running back class. Chase Brown ranked No. 4 in BDR, thanks in large part to the number of opportunities he saw in Illinois’ offense. He had at least 20 touches and surpassed 100 total yards in every single game. Opponent RuAtts RuYds RuTDs RuAttMS RuYdMS Recs ReYds ReTDs Touches TotalYds Wyoming 19…...

3 Small (or Small School) Running Backs Who Could Surprise You, and 1 Trendy Name with a Major Red Flag: 2023 Backfield Dominator Ratings

Production is nearly always undervalued at the running back position. In part that’s because it’s not always the easiest thing to measure. Yes, we can easily look at the leaderboards in rushing and receiving yards and see who compiled the biggest numbers. But doing so leaves out a lot of context. For one thing, it doesn’t tell us much about a player’s offensive environment? Was…...

Jamaal Williams Is a Sneaky Pick to Regain Elements of His Green Bay Profile and Benefit from Alvin Kamara Uncertainty

Jamaal Williams has signed a three-year deal with the New Orleans Saints worth $12 million, with $8 million guaranteed. Williams is coming off a league leading 17-touchdown season on the back of 46 green zone touches (also the most in the league). Can he replicate this type of season in New Orleans? Williams’ Breakout Season Williams is moving to his third team since entering the…...

Jimmy Garoppolo Finally Ready to Add Fantasy Exploits to His Reality Value? 3 Stealth Reasons He’s More Than a Placeholder

The Raiders wasted little time in replacing their long-time quarterback Derek Carr (now a New Orleans Saint). They all but signed Jimmy Garoppolo on the first day of the NFL’s “legal tampering” period. The deal will be official on Wednesday, but is apparently worth $67.5 million over three years. Is Garoppolo a suitable replacement for Carr? How will he fit in the Raiders’ offense? And…...

Is Jalin Hyatt a Legit First-Round Talent and Future Dynasty Star? The Advanced Metrics Are Pretty Crazy

Jalin Hyatt is widely expected to be taken in the first round of the reality draft. The speed and explosiveness he displayed at the combine only solidifies his draft stock. Yet he routinely slips to the second round of dynasty rookie mock drafts. Are NFL GMs overvaluing Hyatt’s final season production and tested athleticism? Or are fantasy GMs undervaluing Hyatt’s on-field abilities? The Box Score…...

4 Wide Receivers Who Boosted Their Stock at the Combine, and 2 Who Should Have Skipped It Altogether: 2023 Combine Winners and Losers

In many ways the NFL combine marks the unofficial start to the 2023 offseason. Although best balls drafts are in full swing, it’s not until the annual underwear olympics that we get new data on soon-to-be NFL players. In a lot of cases this new data just confirms what we already expected. But occasionally there are some surprises — both positive and negative. Those surprises…...

Cooper Kupp and David Johnson Were Once Small School Stars – 4 FCS Players to Watch in 2023

It’s rare for a player who didn’t go to a Power-Five school — let alone an FBS school — to make it big in the NFL. Yet occasionally, players from the FCS and lower divisions do hit in big ways. Christian Watson (North Dakota State) is the most recent example, but players like Cooper Kupp (Eastern Washington), David Johnson (Northern Iowa), Tarik Cohen (North Carolina…...

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