Archive for the ‘Strategy’ Category

The Shortstop Shortage

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March 11th, 2010 by Mays
Categories: Strategy

Writing about the possibility of Chone Figgins at 2B recently brought something else to my attention: There is a surprising gap in fantasy value between 2B and SS this year.

For fantasy purposes, I don’t see much to get excited about at SS this year: With Jose Reyes starting the year on the DL, the top-tier of shortstops is even more barren — Hanley Ramirez in the early first round and Troy Tulowitzki a bit behind. Then you’ve got an aged Derek Jeter, followed by Jimmy Rollins, who has spent the past two years trying to prove that his 2007 MVP was just a fluke.

After that, it’s a bunch of low-ceiling old guys — Rafael Furcal, Miguel Tejada, Orlando Cabrera. Youngsters like Elvis Andrus and Alcides Escobar are getting some hype, but I’m not seeing much fantasy value for 2010 (and neither are the projections).

Compare that to the depth at 2B: The top fantasy tier at this position runs at least five deep (Chase Utley, Ian Kinsler, Dustin Pedroia, Brian Roberts, Robinson Cano). The projections are high on Ian Stewart’s sophomore year, as well, placing him just outside of those five.

There are also plenty of interesting names in the middle. You can target AVG with Howie Kendrick, HR with Dan Uggla, or a mix of HR-SB with Brandon Phillips. The projections predict a bounceback for Kelly Johnson and Rickie Weeks and a decline for Aaron Hill, but there’s plenty of intrigue with all of them. And all of that is before the boring guys at the bottom of the barrel — Jose Lopez, Placido Polanco, Orlando Hudson, and their ilk.

Look at things this way: The Price Guide puts 7 SS in double-digit values in a standard fantasy league. There are 13 2B who can match them statistically. That imbalance makes the 2B replacement level more similar to 3B than to SS.

The shortage of quality SS is one of the primary reason that the Price Guide propels Hanley Ramirez slightly ahead of Albert Pujols as the top fantasy pick for this year. The high number of quality 2B also knocks Chase Utley a tick lower here than at other sites.

For this year, I’m liking the auction strategy that goes hard after either Hanley or Tulo and then pairs him with either the cheapest of the Big 5 at 2B or one of the 2B bounceback candidates.

How to Dominate a Yahoo Auction

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March 9th, 2010 by Mays
Categories: Auctions, Fantasy Basics, Strategy

I’ve been doing some Yahoo mock-auctions lately in preparation for a real auction in a few weeks. It’s nice to be prepared and to already be familiar with the draft software before draft day.

There’s one factor that I think can give you an incredible edge on a Yahoo auction: Knowing Yahoo’s prices. Yahoo’s prices are displayed for each player that is brought up for bidding. It acts as an incredible price control — people are unwilling to stray too far from Yahoo’s recommendation. And this is an opportunity to leverage the situation.

Here are my four rules for dominating a Yahoo auction:

1. Configure the Price Guide for Yahoo leagues. The Price Guide can build values for any league, so you need to make sure it’s customized correctly for a Yahoo auction. Yahoo’s $260 cap includes 5 bench players, so I’d drop that down in the Price Guide (which only values starters) to $250 or $255. Yahoo leagues only do 1 C, no CI or MI, and 2 Util.

On the pitching side, Yahoo starts 2 SP, 2 RP, and 4 P. I think 5 SP and 3 RP gives a pretty good approximation. I also set a custom hitter/pitcher split to tone down the values for pitchers — 60/40 seems to be pretty close. This should be pretty close to what you need.

2. Be willing to spend on top-tier talent. Yahoo’s suggested values top out at $37. The Price Guide has no problem spending $50+ on Hanley and Pujols. It is quite realistic to end up with 4-5 guys who would typically be 1st or 2nd rounders.

3. Nominate guys that Yahoo overvalues. Once you’ve spent all your money on the best talent, it’s time to sit back and wait a while. Having spent lots of your money in Step 2, it’s time to help others spend their’s.

If there’s anyone autopicking in your draft, they will usually jump up to Yahoo’s recommended bid whenever they can. If there’s anyone that Yahoo has ranked higher than you do, you can easily clear some cash from the room.

All you have to do is nominate someone that Yahoo has ranked highly that you don’t want. It won’t take long for an autopicker to jump on it. Some names that worked well for me:

Rick Porcello
Garrett Jones
Jorge Cantu
Curtis Granderson
Elvis Andrus
Mark Teahen
Neftali Feliz
Ubaldo Jimenez
Gavin Floyd
Jason Bartlett
Aaron Hill
John Danks
Orlando Cabrera
Chris Coghlan
Kendry Morales
Ichiro Suzuki
Brandon Phillips
Andrew Bailey
Nyjer Morgan
Ryan Theriot

None of those are guys that the projections here think very highly of. And even if you don’t have anyone autopicking, your league is unlikely to resist the pull of Yahoo’s rankings. It’s unlikely that you will win any of those guys with a $1 bid.

4. Look for bargains where Yahoo’s prices are too low. As mentioned before, Yahoo doesn’t have the top-tier high enough, so don’t be afraid to get several guys in the $30-40’s. Yahoo is also really down on RP: Trevor Hoffman for $3? Bobby Jenks isn’t even ranked above replacement.

As your league is filling up on the trash you’re bringing up in Step 3, keep an eye out for potential bargains that you can get with the money you have left. Following the Price Guide, these are some guys you could be targeting:

Vladimir Guerrero*
Javier Vazquez
Mike Napoli
Hiroki Kuroda
Jonathan Broxton
Billy Wagner
Ryan Ludwick
Matt Holliday
Lance Berkman
Russell Martin
Ted Lilly
Trevor Hoffman
Carlos Quentin
Heath Bell
Johan Santana
Hanley Ramirez
Jay Bruce
Jair Jurrjens
Tim Hudson
Jose Reyes
Manny Ramirez
Albert Pujols

* Vlad only qualifies at Util, but Yahoo has two Util spots this year. Guerrero under $10 looks like a great deal in this format.

Are there any other strategies you’ve found for Yahoo’s auctions?

Pairing Your First Two Picks

4 Comments
February 24th, 2010 by Mays
Categories: Other Sites, Strategy

Good stuff from Grey at Razzball.com on pairing your first round pick with a complementary second rounder:

Hanley Ramirez – Again, you want just about anyone but Tulo, Reyes or Rollins. Ideally, you want a big bat. I.e., not Carl Crawford. Someone that is going to get you 30+ homers. Howard and Fielder will be gone, but A-Gon, Morneau, Zimmerman or even Votto should be there. I’d consider J-Upside, but if I went that way I would definitely want another 30+ hitter sooner vs. later.

I really like the idea of thinking ahead for future picks, especially since so much energy is spent just thinking about the fantasy first round. I don’t think this is even inconsistent with the “take the best available” strategy. With a pairing strategy, you’re not locking yourself in on a certain player for the second round — you have to be flexible at the draft — but you are considering the kind of player you want. It’s hardly a reach to take Adrian Gonzalez over Carl Crawford with your second round pick.

Of course, it’s not strictly necessary to balance power-speed with your first picks. If you start off with Hanley and Crawford, you can fill in some power hitters in later rounds (say a Jason Kubel or Billy Butler). If you wind up with two power hitters early (maybe Prince Fielder and Adrian Gonzalez), you can always mix in some SB-threats later on. Your first two picks won’t put you so far ahead in any category that won’t need any other help in that stat.

But looking for a power-speed-pitching balance early does give you much greater flexibility later on. If I have some of each, I don’t have to reach for Michael Bourn a few rounds early to make sure I get stolen bases. I draft Bourn when he makes sense, and I never have to do anything desperate. Having both power and speed early in the draft gives you the freedom to just draft the best players later.

Can Auction Leagues Make a Comeback?

3 Comments
February 16th, 2010 by Mays
Categories: Fantasy Basics, Strategy

For me, a fantasy auction is like a game of chess, and a fantasy draft is like a game of checkers.

Sure, checkers has its own unique strategies, but those strategies are restricted by the limited moves you can make. With chess, you have lots of different moves at your disposal and lots of strategic options. Freedom makes a much deeper and involved game. While auctions give you lots of choices, with a draft you’re just deciding which piece to move forward one square.

So it’s always been amusing to me that fantasy baseball started out with auctions but has since become dominated by serpentine drafts. It’s like chess players converting en masse to checkers or Garry Kasparov dropping out of tournament play to take up draughts.

Ironically, I’d guess that it’s technology that is responsible for — from the point of view of someone who favors auctions — a dramatic step backwards in the fantasy gaming experience. Internet-based fantasy baseball seems like the biggest factor in the rise of serpentine drafts. (I think that could work as an action movie — “The Rise of the Serpents.”) Technology couldn’t handle an online auction but could deal with a straight pick ‘em, and so the quality of the game regresses.

The Internet causing something to take a step backwards is not unparalleled, I guess. Think about Internet communication — an instant message is in many ways a step backwards from talking face-to-face. You have the advantage of communicating at a distance, but you miss out on tone and expression and body language. It took years for the technology to catch up with the old-fashioned experience — with faster connections speeds and the popularity of video chat. (And, honestly, even video chat has yet to replicate a face-to-face conversation.) But technology can take a while before it compares with a live experience.

Finally, though, it looks like the fantasy baseball technology is starting to catch up. After years of making people rely on straight drafts, Yahoo’s 2010 game is offering online auction drafts.

The question: Can auctions make a comeback? Will people who have spent the last decade doing serpentine drafts make the switch now that online auction technology is available?

I’m clearly biased towards auctions, but I’d like to think that when people try out auctions, they’ll be won over by the superior method. Once people are no longer forced to play checkers, they’ll start to see why so many people like chess.

Can We Learn Anything from LIMA in 2009?

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February 3rd, 2010 by Mays
Categories: LIMA, Strategy

Yesterday, I went through the results of how last year’s LIMA pitchers did relative to expectations. (In case you aren’t familiar with it, LIMA is a strategy for drafting bargain starting pitchers with good strikeout, walk, and homeruns rates. Getting cheap — but potentially very good — pitching lets you focus most of your draft attention on loading up on hitting.)

On the whole, the LIMA pitchers did extremely well. Players like Felix Hernandez, Jon Lester, and Matt Cain took a huge step forward to become elite pitchers. Guys like Jonathan Sanchez and and Randy Wolf went from marginal to good. And, of course, a couple of guys (like Joba Chamberlain and Gil Meche) flopped completely.

So what did we learn from the whole thing? Here are a few lessons that I took from these results:

LIMA isn’t dead, yet.
As I’m re-reading my thoughts from last year, it’s clear that I was skeptical of the value of LIMA in the 21st century. LIMA originated in a world of 4×4 fantasy leagues, and today’s 5×5 dominated fantasy scene already appreciates high-strikeout pitchers. LIMA doesn’t know about BABIP or GB/FB rates that can also be indicators of future success. Projections are designed to consider strikeout, walk, and homerun rates and so the elements of LIMA should already be present in the dollar values.

But how do you explain two-thirds of LIMA pitchers outperforming their projections? Now, 12 out of 17 isn’t a great sample size, but that does seem to be a tangible effect. These pitchers went from a $4 average value in 2008 to an $11 value in 2009 (higher even than the $7 average projection).

A strategy that can identify a class of pitchers that will beat their projections by an average of $4 is a winning strategy. The overperformance of these starters certainly makes me inclined to continue bidding even past the projected dollar amount on similar pitchers in 2010.

Watch out for players on the border.
After a couple of years of striking out around 5 batters per nine, Paul Maholm edged into the LIMA qualifications for 2009 with a K/9 of just over 6 in the previous year. Of the players I looked at, he had the lowest strikeout rate and was in the bottom half for K/BB and HR/9.

In 2009, he promptly returned to his 5 K/9 ways. Hindsight tells us that Maholm was really the mediocre pitcher we saw in 2006-2008 and not the one who snuck into the LIMA qualifications in 2009. Apparently borderline LIMA players are not the best bets for success.

Of course, removing the bottom tier of LIMA qualifiers might have also dumped Wainwright (6.20 K/9) and Garza (6.23 K/9), both of whom improved in 2009, so this rule doesn’t work every time.

Watch out for players switching roles.
In 2008, Joba Chamberlain topped all of the LIMA categories, leading LIMA-inventor Ron Shandler to peg Joba as the #1 pitcher for 2009. The projections loved him as well, expecting him to double his value from the year before.

However, far from being the best fantasy pitcher of 2009, Chamberlain ended up in negative territory. What happened?

Most of the decline may have just been injuries or simple bad luck. But Joba’s failure also serves as a reminder that pitching relief is easier than starting and facing the same lineup multiple times a night. A RP who has LIMA skills may not be a LIMA starter.

We’ll keep those lessons in mind as we look at who fits the LIMA strategy for 2010.

How did LIMA Pitchers Do in 2009?

7 Comments
February 2nd, 2010 by Mays
Categories: LIMA, Projections, Strategy

Last year, I did a series of articles looking at pitchers who met the qualifications for the LIMA Plan. For those who may be unfamiliar with the strategy, LIMA stands for Low Investment Mound Aces, and it’s a strategy to get SP with good skills on the cheap so that you can spend more on hitters. You target cheap players who have a K/BB over 2.00, a K/9 above 6.00, and a HR/9 below 1.00.

After throwing out the obviously good pitchers (Lincecum, Halladay, Sabathia, Santana, etc.) who wouldn’t come cheap, I found 17 LIMA pitchers for 2009, and I broke them down into categories based on the 2009 projections. Here they are again, with their 2008 actual values, 2009 projected values, and 2009 actual values:

Already Good, Could Be Great

Player 08 Act. 09 Proj 09 Act
Josh Beckett $10 $22 $18
Matt Cain $2 $18 $21
A.J. Burnett $9 $19 $6
Joba Chamberlain $8 $17 -$5
Felix Hernandez $4 $16 $32

True LIMA Pitchers Projected to Improve

Player 08 Act. 09 Proj 09 Act
Jonathan Sanchez -$6 $3 $4
Kevin Millwood -$14 -$4 $7
Andy Pettitte -$2 $3 $5

LIMA Pitchers with No Projected Improvement

Player 08 Act. 09 Proj 09 Act
Adam Wainwright $10 $9 $28
Matt Garza $7 $8 $9
Gil Meche $6 $5 -$8
Paul Maholm $4 $1 -$4
Randy Wolf $0 -$2 $20
Wandy Rodriguez $6 $2 $19
Jorge De La Rosa -$4 -$7 $8

LIMA Pitchers Projected to do Worse

Player 08 Act. 09 Proj 09 Act
Jon Lester $13 $2 $20
John Danks $13 $1 $10

With hindsight, we might split them up like this, instead:

Better than Expected

Player 09 Proj 09 Act
Randy Wolf -$2 $20
Adam Wainwright $9 $28
Jon Lester $2 $20
Wandy Rodriguez $2 $19
Felix Hernandez $16 $32
Jorge De La Rosa -$7 $8
Kevin Millwood -$4 $7
John Danks $1 $10

Met Expectations

Player 09 Proj 09 Act
Matt Cain $18 $21
Andy Pettitte $3 $5
Matt Garza $8 $9
Jonathan Sanchez $3 $4
Josh Beckett $22 $18

Worse than Expected

Player 09 Proj 09 Act
Paul Maholm $1 -$4
Gil Meche $5 -$8
A.J. Burnett $19 $6
Joba Chamberlain $17 -$5

On the whole, that seems like a very good performance. Almost half of the pitchers did significantly better than projected. Another five met their projections, which was still an improvement over what they had done in 2008. Only 5 out of 17 players did worse than projected, and really only 3 (Meche, Burnett, and Chamberlain) would count as disappointments.

Those results are both surprising and pleasing. I really expected the projections to recognize that pitchers with solid peripherals would improve, but they still undersold most of these guys. And it’s exciting to think of what can be applied for fantasy drafts in 2010.

Tommorrow: What lessons can we learn from 2009?

Adjusting the Hitter/Pitcher Split (Part III)

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January 22nd, 2010 by Mays
Categories: Strategy, Theory

Part I of this series was simply a look at a new feature of the Price Guide — the ability to customize the hitter/pitcher split whereever you wanted. Part II was an experiment to see how that feature works in real-life, using the Tout Wars league as an example. Now we get to the implications of this tool — Should you create values that imitate the values of your league?

Last year, I spent quite a bit of time trying to figure out why real-life drafters were willing to spend more on hitters and less on pitchers than what the Price Guide recommends:

Examining the 70/30 Split
Diverging from ADP
More Thoughts on ADP

My final conclusion was that…well, I never really figured out why this happens.

However, I’m not sure if a conclusion on what is most correct is really essential. I have two simple things in mind for approaching my drafts this year with regard to the hitter/pitcher split:

1. Adjust the prices to fit the league’s historical tendencies.
This would mean, for example, that if I were in Tout Wars Mixed, I would use the 72/28 split that models reality instead of the 63/37 that the Price Guide default spits out. I don’t know if this is the correct thing to do, but it does work.

Why is that? In simulating drafts, I’ve noticed that trying to buck league trends is a quick path to failure. If you are willing to draft pitchers early but the other eleven people in your league wait, you will probably lose.

The opposite is also true — if everyone in your league drafts pitchers with their first picks and you draft hitters instead, you will also lose. One person by himself or herself cannot exploit a league’s weakness. A player is only worth what the league is willing to pay for him.

Adjusting the split to match the league is valuable because it helps get the bargains. If I get in a bidding war for CC Sabathia and win him at $40, I might only be paying a fair price according to the Price Guide defaults. But if the bidding on Sabathia is an outlier and most top pitchers go for around $30, then I am probably missing a bargain price on someone else because I was willing to pay a “fair” price on Sabathia.

If I adjust the split, I will either pay a fair price (according to your league) or a bargain price (according to the default Price Guide split). Either way, it is impossible to overpay.

2. Be willing to spend extra on pitching when necessary.
I balance the first strategy with a willingness to occasionally exceed the adjusted split.

While I’m not really confident in the Price Guide’s default splits, I’m also not confident that the leagues are doing a better job. And so, for certain pitchers, I’m going to be willing to spend an extra $1-2.

Doing so will still leave me below the Price Guide’s default prices on those pitchers, and it still allows me to bid competitively on the top-tier hitters. Once again, I think it’s as close to a win-win as I can get.

Am I on the right track here?

The Two Rules for Fantasy Baseball Drafting

4 Comments
January 11th, 2010 by Mays
Categories: Strategy

The focus of this blog is primarily on fantasy baseball drafts and auctions. While much of the discussion is on nuances and details of drafting, I think I can condense my draft strategy into two simple rules:

Rule #1: Trust your projections, not your intuition.

Too often, our expectations are too high for a player coming off of an unexpectedly good year. Our expectations may be too low for a player after a poor or injury-plagued year. We may underrate old players with good time left and overrate exciting young prospects.

In all of these cases we are trying to mentally adjust a player’s value, and these adjustments are made objectively and consistently by good projections. Players will be regressed to the mean to compensate for fluctuations in past years. Their stats are adjusted up or down based on an expected aging curve.

Furthermore, we can be biased for or against certain players or teams with no logical underpinning for liking or disliking them. For example, I think Kevin Youkilis looks like a hobo. I think he looks like he’s about to wet his pants every time he comes to bat, and I don’t want him on my team. However, none of those opinions should change his value at the draft.

The bottom line is that projections adjust for the right things — fluke seasons, aging, park effects, etc. Trying to estimate those changes in your head will not be as effective.

Projections also make no adjustment for things that do not matter — your own personal likes or dislikes.

Rule #2: Trust your intuition, not your projections.

My second rule for drafting is simply the reverse of the first rule.

This rule observes that, while projections are good, they are far from perfect. It is naive to believe that a player projected at $25 is worth exactly that and not a penny more or less. All that projection is really indicating is that $25 is the most likely value from a wide range of possibilities. There’s a good chance he’ll be worth about $20-30, but he could also be worth $50 or nothing at all. It doesn’t make sense to be so wedded to projections that are inaccurate so often.

Furthermore, a pre-draft dollar value does not make any change for in-draft dynamics. If pitchers are going for less (or going later) then you will want to drop pitcher values and reallocate that money elsewhere. If you get a starting shortstop for $30, then the value of remaining SS drops, at least for you.

Basically, a $25 projection should not stop you from bidding one dollar more or five dollars more, and it shouldn’t force you to go above $19. That decision is going to be dependent on the circumstances at the time.

While a good set of dollar values is valuable, it shouldn’t be the final word on a draft decision.


So those are my two rules for drafting. Does anyone have any other guiding principles at the draft?

LIMA, Part VI (Concluding Thoughts)

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April 3rd, 2009 by Mays
Categories: LIMA, Sleepers, Strategy

So after five posts discussing LIMA starters in 2009, what did we actually accomplish?

We identified exactly one player — Jonathan Sanchez — who should come cheap in 2009 and whose peripheral stats project a dramatic fantasy improvement over 2008.

We identified several reasons why pitchers with solid peripherals might not be projected to improve in ERA/WHIP this year:

- Their ERA/WHIP have been high for several years. (Meche, Pettitte, Wolf)
- Their ERA/WHIP were much lower in 2008 than in previous years, and could regress. (Lester, Danks, W. Rodriguez, Maholm)
- Their 2008 ERA/WHIP was influenced by a low BABIP, which could regress. (Garza, Wainwright, Maholm)

As I mentioned in the introduction to LIMA, the rise in popularity of 5×5 and the increased awareness of advanced stats have essentially killed off the LIMA plan as a viable strategy. It’s too hard to get pitchers who are both good and cheap.

I think that’s why when people discuss LIMA nowadays, they often make it sound like a “punt SP / spend on hitting” strategy. Not finding any pitchers who are both good and cheap, they settle on guys who are just cheap.

But what if we took the opposite approach? What if we focused on good pitchers, even if they weren’t $1 players? Building a rotation with Joba Chamberlain, Matt Cain, Gil Meche, Jonathan Sanchez, and Wandy Rodriguez won’t be cheap, but it might be possible get each of those players below value. And if I can’t have both, I’m going to pick good over cheap.

Draft Inflation

1 Comment
April 2nd, 2009 by Mays
Categories: Strategy

Earlier this week I talked about draft deflation… The basic idea was that fantasy players are going to pay less than what is projected for the lower-tier players. I mentioned two reasons for this phenomenon: variances in projections and focusing on sleepers.

Now, if owners are consistently spending less than what is projected for the $15 and under crowd, then that extra money must go somewhere. Not surprisingly, the money saved through deflation will typically show up as inflation for the top-tier of players.

I’ve chosen to focus on deflation in one area causing inflation in another, but I’m sure you could make the opposite argument as well: If top-tier players are equally valued by most fantasy owners, their prices will tend to be inflated. And if everyone overspends on those players, then the prices of lower-tier players are deflated because everyone runs out of money.

Either way you choose to look at it, I think it’s a real trend for teams to pay more than expected for stars and to pay less than expected for scrubs.

The thing to remember, though, is that top-tier players are concentrated in the early rounds of the draft. If you are in a situation where you expect the prices in later rounds to drop below your projections, it might be wise to anticipate that by spending extra early. You pay the inflated prices when you have to, anticipating deflated prices later.

This common auction order (best players first) is probably also a factor in inflation/deflation. Early on, teams have lots of money and plenty of open positions. More teams will be involved in the bidding, and it is more likely that the market will bid efficiently.

Later, teams may not bid if they are worried about budgeting, or if they already have filled a certain position. Since it is typically the lesser players brought out at this stage of the auction, it is more likely that their prices will be deflated.

In practice, overspending early can be a difficult thing to make ourselves do. It’s easier to overspend in situations where we have already seen the deflation, as with keepers. With keepers, we know we have saved money on certain players, so we know we can spend extra on others.

But with this natural inflation, we don’t actually see the deflation until the end of the draft, and it’s much harder to overspend early. Knowing that teams struggle to do this should be an advantage to those who overcome the psychological barriers, though.

So I hope you don’t feel bad after going the extra buck or ($5) on Hanley Ramirez this week.