You’re on the clock in your rookie draft. You’re sweating, weighing need vs. talent vs. positional scarcity… you make your pick. You take a deep breath, knowing you got The Guy. It doesn’t even matter where you took him. It could be the 1.01, it could be the 3.07, and no matter where you took him, you’ve “got a feeling.”

Whoever it was, you like what you’re getting. You’ve watched the highlights. You’ve read the draft guides. You’ve got a plan. Yeah, well, everyone’s got a plan until they get punched in the mouth.

And I’ve got 1,596 rookies across 11 NFL seasons who would like a word with your plan.

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1. The Homework

Alright, that was a little aggressive. You get it, though, right? And before I can show you what actually happens, I need to sort those 1,596 players into groups that behave similarly. I looked at every qualifying rookie from 2015 through 2025, that’s 5,179 player-seasons across four positions for those keeping score at home, and let the data tell me where the natural breaks are.

It came down to two things: position and draft capital. That’s it. I tested overall pick number within rounds, entry age, and a handful of other variables. Most of them added nothing once you already knew the position and what round a player was drafted in. I’ll come back to the ones that mattered later, don’t worry.

A few things to notice. QB only gets two groups because once you’re outside of Round 1, everything converges. Yes, I know Jalen Hurts came out of Round 2, but that’s ONE hit, and it’s not enough to counter all the misses. Round 2 through UDFA (undrafted free agent) quarterbacks all end up in roughly the same place by Year 4. I’ll show you that later. TE only gets two groups because there aren’t enough first-round tight ends to separate R1 from R2 with any confidence. Thankfully, Round 1 + Round 2 together separate cleanly from Day 3 and beyond.

And yes, those Depth groups are large. That’s the point. There are a LOT of late-round and undrafted players. They’re in this study because they’re the guys you’re picking in the third and fourth rounds and beyond of your rookie drafts, and you deserve to know what the odds actually look like before you fall in love with a highlight reel.

2. What “Hit” Means (and Why You Should Care About the Definition)

Before I show you the results, I owe you a definition. Because the numbers I’m about to give you depend entirely on where you draw the line between a hit and a miss.

I defined “hit” as sustained multi-year production at the Good tier or better. Specifically, a player needs to reach Good-tier production in at least two of his first five NFL seasons. It makes sense, right? Especially if you read “How We See the Game,” you already know the tiers. Good is a pointed starter who’s making a real contribution to your fantasy lineup. Not elite. Not a league-winner. A genuine, consistent starter.

A “miss” means a player never reached that threshold. Simple enough.

“Lou, twice seems pretty arbitrary, and you’re not the type to do arbitrary. What’s up with that?” That’s a really good question! And it’s because if you read “Gold or Fool’s Gold?” you already know the answer. A single Good season could be a breakout, or it could be a flash in the pan. And we can’t know which one it is until the player does it again. One year is a question of risk tolerance. Two is an answer. That’s a gross oversimplification, but check out the full article if you want the full nuance.

For quarterbacks specifically, I took the bar a touch higher: three Good-or-better seasons in the first five years. After all, QB is the most expensive position in Superflex dynasty. If you’ve ever tried to trade for one, you know intimately that you’re spending premium capital on these guys. A QB who hits Good once, or even twice, and then falls off the map isn’t a dynasty asset. He’s a rental. And I want to make sure the GUTS model insulates you against rentals.

Now, here’s why the definition matters: if your bar is different from mine, you will get different numbers. If you think “hit” means anything different, the numbers are going to change, and potentially dramatically. This definition is, for all intents and purposes, the defining factor of this exercise. I’m telling you mine so you can calibrate accordingly.

3. The Coin Flip

Ok, homework’s done. Here’s what those 1,596 players actually did.

Read that QB number again. It’s ok, take your time. I don’t mind waiting. You good? Good.

Your first-round quarterback…yup, exactly the one you’re thinking of and no, it doesn’t matter which one…is more likely to miss than hit. 54% of first-round QBs fail to become sustained dynasty assets. And yes, I tested every sub-bucket in the 1st round I could think of, and it came out the same. Didn’t matter if he was the 1.01 or the 1.32 or anywhere in between.

And look at that WR Prime number. 52%. Your first-round wide receiver is, almost exactly, a coin flip. Half of them become sustained producers. Half don’t. You’re as likely to get Jalen Reagor or Henry Ruggs as you are Justin Jefferson or CeeDee Lamb. All four of whom went in the 1st round of the 2020 NFL draft.

RB Prime is the safest bet at 66.7%, but even that means one in three first-round running backs fails to sustain Good production across multiple years. The position that everyone tells you is the “safe pick” still misses a third of the time. Which, considering there have been seven RBs taken in the 1st round from 2020 to 2025, means 2-3 of those RBs won’t pass muster.

Now look at the Middle groups, because this is where a lot of your rookie draft capital actually gets spent. RB Middle are the guys you take late in the 1st and early in the 2nd round, yet they only hit at 26.5%. WR Middle hits at 18.3%. Fewer than one in five. That’s a lot of darts to throw only to barely hit a target.

The Depth groups aren’t in the table because their sustained hit rates are in the low single digits. I’ll come back to them because they deserve an honest conversation. But first, I need to show you something that makes me feel even more uncomfy about the coin flip.

“Ok, Lou, I get what you’re saying – these picks are risky. So you’re saying I should just deal out of picks all the time and take the more sure thing, right?”

Well, not so fast. If it feels like these numbers are hiding something, give yourself a gold star! These groups are not bell curves. They have two completely distinct populations hiding inside one average. When a hit hits and a miss misses, they don’t look anything alike, and they don’t take any time to show you who they are:

Walk with me here.

That “WR Prime miss” produces 5.5 PPG. That’s below Average. The reason I want you to keep this in mind is that it looks nothing like a usable fantasy asset. This isn’t a player flirting with Good; that’s a roster clogger. That means the gap between a hit and a miss isn’t a gentle slope at all. It’s a canyon. And you don’t even need to listen that hard to hear the echoes of lost hope….

RB Prime, on the other hand, is interesting because it has the narrowest Year 1 gap. A first-round RB hit and a first-round RB miss look similar as rookies (14.4 vs 11.3 PPG). They separate over time, like two magnets you try to force together at the same poles. By Year 3, that’s when you’ve removed your hands, and the magnets do what magnets do, the hit track is at 17.8, and the miss track is at 9.0. That means RB is the hardest position to sort early, even though it has the highest hit rate. Are you thinking back to why sustained production is so important? If you are, you get another gold star. I’m so proud of you, learning so much! So maybe don’t give up on Ashton Jeanty quite yet. The other positions show you what they are sooner.

Honestly, here’s the really cool thing I found that makes so much sense when you think about it. I love when data does that, makes me all warm and tingly inside. QB Other, those pesky non-first-round quarterbacks are hitting at just 16%? When they DO hit, they produce at 18.1 PPG by Year 2. QB Prime hits produce at 17.9. The hits are indistinguishable. So a QB hit is a QB hit is a QB hit. Draft capital doesn’t determine the ceiling. It determines the probability of reaching it. A Dak Prescott (Round 4), a Brock Purdy (Round 7), a Jalen Hurts (Round 2). When they work, they work just as well as the first-round guys. They’re just far less likely to work. So, as much as I may not believe in Tyler Shough, maybe there’s enough there.

4. What It Actually Looks Like

Now that you know the odds, let me show you what the ride looks like for each group. Like we’ve talked about, the shapes are wildly different, and they should change how patient you are.

Running Backs: Life In The Fast Lane

If you heard Don Henley when you read the title for this section, congrats! You’re old. I don’t make the rules; deal with it.

RB Prime hits peak at Y3-Y4 in the high 17s, and then the cliff arrives at Y5. No, really, let that sink in, because it’s a 4 PPG drop in a single year. For a 21-year-old first-round back, Y5 is age 25-26, which lines up almost exactly with the biological decline wall that shows up in every piece of running back research I’ve ever done. The peak is real. So is the cliff. And it arrives right on schedule. Meanwhile, the miss track never gets above 11 and slides to 7 by Y5. These two tracks look similar at Y1, but by Y2 the magnets have already begun to separate.

But the real story in this table is RB Middle. Look at that hit track Y1 to Y2 jump: 12.72 to 14.82. That’s a 2 PPG leap into genuine starter territory, and it’s the single largest year-over-year gain of any hit track in the dataset. Day 2 running backs who hit nearly double their useful production in Year 2. The miss track? It bumps up from 6.63 to 8.15, then flatlines. So if you drafted an RB from the second or third round of the NFL draft and his first year was underwhelming, maybe stay patient. That’s not just normal, it’s expected. But if he’s sitting at 6-7 PPG as a rookie, the miss track is where the data says he probably lives.

RB Depth is a slow, steady rise that never gets very far. Kinda like that old family truck that your dad hopes gets just one more trip to town before it finally dies. The trajectory is real, but it’s 100% survivorship bias. The players still in the league at Y4 and Y5 are the ones who earned it. They survived. The ones who didn’t are already gone. So that line that looks like it’s rising isn’t the whole group getting better. It’s the group getting smaller. And the guys left standing happen to be decent.

Wide Receivers: The Slow Burn

Wide receivers are the exact opposite of running backs. This is the perfect encapsulation of why dynasty owners prefer WRs to RBs. WR Prime is still ascending at Y5. You might even say they’re Golden, they’re going up, up, up so much. A first-round receiver who hasn’t broken out by Year 2 isn’t necessarily a bust. He might be right on schedule. The position develops slowly, and the data says patience pays at this draft capital level. If you remember the old “WR Year 3 Breakout” rule, this shows it has some merit.

WR Middle follows a similar slow build but plateaus around Y3-Y4 instead of continuing to climb. WR Depth follows the same survivor pattern as RB Depth. The rising line is the group getting smaller, not better.

“But Lou, what about the guys who pop right away? Chase was elite as a rookie.” Absolutely. And those guys exist in the hit track of the coin flip. But the population-level trajectory tells you that if your first-round receiver isn’t there yet, the clock hasn’t run out.

Quarterbacks: Two Different Animals

QB Prime is the position where the tracks separate the fastest and stay separated the longest. Hit track QBs start producing from day one and basically hold. After all, the “decline” from Y2 to Y5 is less than 2 points total. That’s effectively just year-to-year fluctuations. So if your first-round quarterback is producing in Year 1, that’s a great sign for the foreseeable future. Please don’t ask me what happened to C.J. Stroud. I do not know. Meanwhile, the miss track stays true to who they are, with one massive exception.

That Y5 miss track jump to 13.84 is interesting, but please bear in mind that it’s an incredibly small sample. Of course, that means that the guys left actually produce a bit. Spectacularly? No, but usable if you’re in Superflex leagues. If you think about it, there’s a logical flow there. If you’re good enough to still be around in Y5, odds are you can play a bit. So maybe don’t set those guys out to pasture just yet, but don’t feel like you need to bet the farm on them, either. 

QB Other is the fascinating one. And before you ask, I don’t separate out hit and miss there because the hit rate is SO low, it simply doesn’t make sense to do it. But look at how it climbs later, just like that QB Prime miss. It’s not great, but it’s something. That’s near Average-tier production! Yeah, I’m a little overexcited about it. Again, it’s pure survivorship bias; the guys who last the long are the ones producing, so the average comes up, but they’re surviving. But the conditional trajectory is real.

Tight Ends: The Long Wait

Remember that whole “TEs take a while to break out?” Well, here’s your support. Yay, our narrative survives! Although it’s really closer to a Y2 breakout, with annual yearly variance after that point. Which again, that makes sense if you think about it, and why I go by sustained production so much. So if you drafted a first- or second-round tight end and he’s disappointing you in Year 2, that’s not a red flag. That’s just the position. Tight ends develop on a different clock than every other position, and the data says the best production doesn’t arrive until the third or even fourth NFL season. 

The “good” thing is that the miss track is very obvious early on and is reinforced every year after. So that dud of a TE that you’ve been holding onto, certain that, “This is the year he finally breaks out!” I’ve got bad news.

And then there’s TE Depth, which barely moves. Abandon all hope, ye who enter here. In short, the position is so top-heavy that late-round tight ends almost never develop into meaningful fantasy contributors.

5. The Expiration Date

What’s that? “How long do we trust draft capital?” What a fantastic question! Look at you, racking up the gold stars. 

Luckily for you, I had the exact same thought and tested it directly. I took each player’s current-year production and asked: “Does knowing what round he was drafted in add any predictive value for next year’s production on top of what his current stats and age already tell you?”

One note about the above table: All of the “Yes” are p=0.031 or less (meaning it’s statistically significant), and all the “No” are p=.12 or higher (meaning they don’t meet a statistically significant threshold). The one exception is QB at Y1→Y2, which sits between at p = .077. So it’s not quite significant, but close enough that I’m not ignoring it. Once again, I blame C.J. Stroud for that. Make sense?

The big thing I want you to take away from this part is that draft capital is meaningful at Y1 → Y2. For everyone. That’s a big deal. It also still hangs around for RB and TE at Y2 → Y3. But then by Y3 → Y4, it’s completely gone. At every position. A player’s own production history has completely taken over as the predictor, and where he was drafted adds nothing to it. A Day 2 running back keeps getting carries in Year 2 partly because the team invested a pick in him. A Day 2 wide receiver has to earn his targets. But even at RB and TE, it’s done by Year 3.

Just in case you thought I didn’t go deep with this, I want to provide you with this nugget: By Year 8, the gap between first-round picks and undrafted free agents actually inverts. At wide receiver, surviving UDFAs outproduce surviving first-rounders by 1.6 PPG. I can’t say that there’s anything particularly useful to this, but it’s a way to impress your friends who think they know a lot about fantasy football. Once again, we have survivorship bias. If you’re good enough to play for eight years, you’re probably really good, no matter when you were drafted.

Section 4 and 5 Note: To be clear, the development timelines from Section 4 still hold. Those are real outcomes for real players, after all. The key is that by Year 3, those outcomes are being driven by the players’ own production, not by the draft capital that got them there. If this is once again having you harken back to sustained production, give yourself another gold star. Wow, you really are a superstar!

6. Don’t Overthink It

Since I tested everything, I should also tell you what didn’t matter, because it’ll save you from overthinking things that feel like they should be important and all those “But what about…?” questions.

Where a player is picked within rounds adds almost nothing beyond the round itself. Within the first round, there are some position-specific separations. A top-5 RB has a higher Y1 ceiling, for instance. But the patterns are inconsistent across positions, and the sample sizes get too small to draw responsible conclusions. So if your gut tells you that pick number thresholds exist, there’s something to it, but it would be irresponsible of me to build it in mathematically. Don’t lose sleep over whether your pick is 1.04 or 1.07. The round is what matters.

Entry age matters at the population level for RB, WR, and QB at the Prime level. For RBs and WRs, younger entry correlates with higher early production. It doesn’t create useful subgroups within the Middle or Depth tiers, though. Let the draft capital be your guiding star for non-Prime picks. You’ll notice I mentioned age matters for QB, but didn’t talk about them. That’s because age 22 actually outperforms age 21 at the Prime level. It’s the only position where the extra year of college development appears to help rather than hurt. Was Bill Parcells right about everything?

The last nugget is QB Other can’t be meaningfully subdivided. I tried. Like I really tried. Round 2-4 quarterbacks start about 3 PPG higher than Round 5-7 and UDFA quarterbacks in Year 1, and by Year 4, they’ve all converged to the same production level. So the mid-round guys might get some playing time to start, but then by and large they lose it, and the hit rates do the rest. So there’s no hidden subgroup of “good non-first-round QBs” that you can identify by draft capital alone. 

7. The Cheat Sheet: What Do We Do Right Now?

“Lou, that was SO much. Boil it down for me.” I gotchu. Rookie drafts are happening. You’ve got picks, boards, and leaguemates telling you this year’s class is special. 1,596 players did the talking, and here’s what they said:

RB Prime (Round 1): 66.7% sustained hit rate.

The safest bet in rookie drafts, but “safest” still means one in three doesn’t sustain. Peaks Y2-Y3, cliff at Y5. Remember, the hit and miss tracks look similar as rookies (14.4 vs 11.3 PPG), so Year 1 can lie to you. By Y3, the hit track is at 17.8, and the miss track is at 9.0. You’re buying a shorter production window with a higher probability.

WR Prime (Round 1): 52.0% sustained hit rate.

A coin flip, but make sure to grab some patience along with the player. Hit track players produce at 10.7 PPG as rookies and climb to 13+ by Y3. Miss track WRs start at 5.5 and never get there. That split is wide early. But the position is still ascending at Y5. If your first-round WR hasn’t broken out by Year 2, the clock hasn’t run out. Give it time.

QB Prime (Round 1): 46.0% sustained hit rate.

More likely to miss than hit. The most expensive pick in Superflex dynasty is also the most volatile. Hit track QBs produce at 17.0 PPG from day one and hold. Miss track QBs sit at 10.5 and stay there. Year 1 tells you a lot at QB. The tracks separate early, and they don’t converge. Do what you gotta do in Superflex/2QB leagues, because that price premium is real. But understand that the coin isn’t weighted in your favor.

TE Prime (Rounds 1-2): 44.4% sustained hit rate.

Hit track players start at 7.1 and climb to 8.8 by Y3. Miss track players start at 3.3 and barely move. You know who you’re getting early. If you’re drafting a tight end in the first two rounds, you are buying a three-to-four-year development project. That 44% hit rate makes it the worst-performing bet among the Prime draft capital buckets.

RB Middle (Rounds 2-3): 26.5% sustained hit rate.

Expect a slow Year 1, followed by a big jump in Year 2. That staircase from 4 is the script, not the exception. Don’t panic after a disappointing rookie season. You gotta keep in mind that one in four is the best case, though. Three out of four Day 2 backs don’t sustain Good production.

WR Middle (Rounds 2-3): 18.3% sustained hit rate.

Fewer than one in five sustains. The hit track starts at 9.7 PPG and climbs to 13 by Y3. So the winners from this group become real contributors. There just aren’t very many of them. Don’t go getting ahead of yourself with the ‘great draft capital’ on them. Just like WR Prime, they grow slowly. But the ceiling is lower, and the odds are longer.

QB Other (Round 2+/UDFA): low sustained hit rate.

The vast majority never reach sustained Good production. But remember the finding from 3: when they DO hit, the ceiling is identical to QB Prime. If a non-first-round QB produces in Year 1, pay attention. If he doesn’t, the odds are very steep.

Depth Groups (Round 4+/UDFA): sustained hit rates in the low single digits.

The overwhelming majority never reach sustained Good production at any position. The breakout stories you remember from this tier, Amon-Ra St. Brown, Brock Purdy and James Conner, are memorable precisely because they’re so rare. I’m not going to tell you not to take the swing. That’s how you find those guys, and finding that kind of value is one of the best parts of dynasty. Just know that “fun” and “likely” are two different things. Enjoy the lottery ticket. And remember that not buying a lottery ticket is often the biggest win of all.

All in all, not bad, right? The GUTS engine needed a way to project players that didn’t have any previous history, and this is what came together to provide that framework. I was hopeful that draft capital would hand off to sustained production, and I was pleasantly surprised by how clean the transition was. I hope this was a fun trip into the inner mechanisms of the GUTS dynasty engine, and I can’t wait to bring you more.

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GUTS Dynasty Projection Engine  |  Rookie Arc Study

Data: 2015–2025 (1,596 players, 5,179 player-seasons, HPPR scoring)  |  April 2026

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Lou Brunson serves as a Senior Analyst and designer of the projection systems used across Optimus Fantasy. His dynasty insights can be found here and at draftbuddy.com.