Thursday, February 4, 2010

Prosper.com - bankruptcy postponed

Bankruptcy has been postponed.

At the 11th hour, on February 1, 2010, a group of 6 venture capital firms injected a small amount of money ($2 million) into Prosper.com in the form of a bridge loan. The terms of this loan were (as far as has been disclosed) identical to the terms of the $1 million investment from Nigel Morris on November 10th. These loans will convert to common stock when (and if) someone comes along with the next major chunk of money in the form of an equity investment.

This is a small amount of money on the scale of Prosper's operation. If we assume, as I did in the last post, that Prosper continues to burn cash at the same rate they did between the June and September quarterly reports, this new money is sufficient to keep Prosper operating until April 1st 2010 -- a relatively short time from now. Prosper's management will be working hard to find the next investor before this time is up. I wish them well.

To have a chance of growing to a sustainable revenue, Prosper needs an injection of $20 to $50 Million. Given the difficulties the business has had so far, it seems unlikely that this money will appear in chucks larger than $5 or maybe $10 million at a time. Management has lots of work to do.

While we're on the subject of sustainable business, lets look at how Prosper's loan orginations have grown with time. I estimate that Prosper needs $50 Million/month in loan originations to be sustainable. During the first year, volume grew nicely. After that there were a number of problems, including the SEC shutdown in late 2009.





Unfortunately, Prosper's loan volume after the restart have been comparable to those first months of 2006. Momentum died during the shutdown.

During the first two years Prosper's loan volume was driven largely by PR. In other words, you could see that borrowers came to Prosper after reading stories about Prosper in magazines and newspapers. Every time such a story appeared, you would see a spike in listings. PR is great for a new company, but it isn't sustainable. In the early days Prosper also managed to create an incredible buzz from a highly motivated community. That momentum was killed by Prosper's arrogant attitude toward the community.

For prosper the marketing problem is how to attract growing numbers of borrowers in a sustainable way. (Without PR and without a community?) Prosper has some new folks on board to try to sort this out. Now we get to sit back and see if they solve the puzzle.

And of course if the last 3 years have taught us nothing else, they must attract the right kind of borrowers -- those who will pay you back.

Great discussion among P2P lenders is found at Prospers.org .

Friday, January 29, 2010

Prosper.com is near bankruptcy

Its no secret. Prosper.com has been hemorrhaging cash. Its all in the public SEC filings.

I'm no accountant, but the numbers really jump off the page. Prosper is near bankruptcy.

Prosper's most recent quarterly report, which reports on the company's condition on 9/30/2009 reported $2,079,624 of cash left. That was down from $4,617,954 in the 6/30/2009 report. During this interval, cash was used up at the rate of $27,591 per day.

If you review the quarterly report, you will note that I have excluded a category called "restricted cash". A footnote explains "Restricted cash consists primarily of an irrevocable letter of credit held by a financial institution in connection with the Company’s office lease and cash deposits required to support the Company’s ACH activities and secured corporate credit cards." Gotta keep those ACH transfers rollin', etc. That restricted cash has to stay where it is. Therefore, I only count the cash that isn't in this restricted category.

Assuming a constant cash burn rate, on 11/10/2009 prosper would have had $948,412 of cash left. On that day, Nigel Morris invested $1,000,000., bringing my estimate of prosper's cash to $1,948,412. But then...

Assuming the cash burn rate stayed constant at $27,591 per day, Prosper would have had zero cash as of 1/20/2010, a few days ago!

I'm not saying prosper is bankrupt now. This is merely what would have occurred under this simple scenario. The inside story is surely more complex.

One would expect that as cash dried up, a prudent manager would reduce staff, defer executive salaries, defer accounts payable (ie pay the landlord late, pay the lawyers late, etc). We don't know whether these things have occurred. If they have taken these prudent steps, then another month or perhaps more is possible.

Simple analysis of the public documents indicates that prosper is in desperate need of cash.

The public documents also tells us about prosper.com's liabilities. The most recently quarterly report lists $434,738 accounts payable, $987,128 accrued liabilities, $281,061 long term debt. Those total to $1.7 million. It seems likely that those liabilities are higher now that it was on the 9/30/09 report date. If so, then zero cash in the bank is really net negative $1.7 million.

Oh but then on 11/10/09, Nigel Morris' invested $1,000,000 in the form of a "bridge loan" (per SEC filings), so that increased liabilities to maybe $2.7 million. That money is surely now spent (see above calculation).

Having zero cash and at the same time $2.7 million in liabilities is quite serious.

You may also notice that I haven't counted the loans or notes (two sides of the same coin) that prosper issued after their restart in 2009. That's because these as far as cash flow is concerned, these two items net out. For every loan prosper makes, there is an equal amount of notes issued to lenders.

I haven't tried to calculate what would happen if a bankruptcy were to occur. I've simply calculated what appears to be happening in the operation of the ongoing business.

There are now two possibilities. We could see a new investment of several million in Prosper during the next few weeks, which would breath new life to their balance sheet, or we could see bankruptcy.

Would be a shame to see this great idea go down. With cash in the bank from a new large investment, and new management, I might even become a customer again.

I'm no accountant, but golly gosh, it sure looks like the situation is coming to a head.

The best discussion among prosper lenders is always found at prospers.org

Sunday, January 3, 2010

Prosper.com - 12/2009 late loan stats update

Here's the December 2009 update to to my Prosper.com late loan statistics charts.

These charts show statistics for the performance of all prosper.com loans. Each curve represents the set of loans that were created in one calendar month. The vertical axis is the fraction of those loans that have "gone bad", in other words are 1 month late or worse (up to and including default or "charge off" as it is now called). The horizontal axis is the observation date. All data comes from Prosper.com's performance web page.

The worst month so far is still October '06. Of the loans originated by Prosper.com in October'06, 44.2% have now gone bad.

Feb '07 is comin' up fast with 43.9% gone bad so far.

More detail can be found in my earlier posts.

Click on the chart to see a larger clearer version.


Here's a chart of the same data in which each curve has been slid to the left to a common origin. The horizontal axis is now days since loan origination month.



Explanation of methodology can be found in my prior postings in this blog, and in forum discussions on the old prosper forum, now archived at www.prosperreport.com

Many of the very early posts in this blog are still on point, and provide background on prosper, from a lender's perspective. If you're new to this, please read old posts before sending questions.

Not much news from prosper.com this month. Lenders have not yet heard from new Prosper executive Nick Talwar.

Prosper needs a cash infusion from venture capital source within the next few months. Difficult to predict with precision, but the deadline must be coming up pretty soon now. Maybe end of January? If they become frugal, perhaps the cash could last a little longer. They must be desperately be searching for funds.

PS: Best discussion among P2P and Prosper.com lenders is always found on prospers.org. See you there

Saturday, December 5, 2009

Prosper.com - 11/2009 late loan stats update

Here's the November 2009 update to to my Prosper.com late loan statistics charts. Toward the end of this article, I have included some comments on recent events at Prosper.com.

These charts show statistics for the performance of all prosper.com loans. Each curve represents the set of loans that were created in one calendar month. The vertical axis is the fraction of those loans that have "gone bad", in other words are 1 month late or worse (up to and including default or "charge off" as it is now called). The horizontal axis is the observation date. All data comes from Prosper.com's performance web page.

The worst month so far is October '06. Of the loans originated by Prosper.com in October'06, 44.2% have now gone bad.

October'06 is not alone. Many other months have produced similarly bad performance.

More detail can be found in my earlier posts.

I've started charting some of the loans originated after Prosper's SEC-sanctioned reopening. There weren't enough loans originated in July'09 to make useful statistics, so I've started with Aug'09. In July'09, Prosper raised the borrower credit score cutoff from 520 to 640, a huge change. With these new restrictions on borrowers, the new loans in aggregate should go bad at a much lower rate (ie lower slopes on the new curves). Too early to know much, but the first couple of points do seem to indicate the new loans doing much better.

Click on the chart to see a larger clearer version.


Here's a chart of the same data in which each curve has been slid to the left to a common origin. The horizontal axis is now days since loan origination month.



Explanation of methodology can be found in my prior postings in this blog, and in forum discussions on the old prosper forum, now archived at www.prosperreport.com

Many of the very early posts in this blog are still on point, and provide background on prosper, from a lender's perspective. If you're new to this, please read old posts before sending questions.

There have been several interesting developments at Prosper.com during the last month.

As many of you know, Prosper is a startup, burning thru venture capital, and near the end of its cash. As a result, Prosper needs a substantial new injection of cash within the next 6 months, or else. It was therefore a welcome development when Prosper announced that on November 11 Nigel Morris, a co-founder of Capital One, had made an investment in Prosper. Examination of SEC filings shows us that this investment was only $1 million, a very small amount, and also that this investment was in the form of a bridge loan, at 15% interest, and came with a warrant kicker and a position on the board of directors. This investment is not the substantial investment we've been waiting for. Its just a bridge. Bridge to what we're not quite sure. Does the appearance of Morris signal the beginning of a change of control?

On November 11, 2009, Prosper filed its official quarterly report (10Q) with the SEC. This latest 10Q shows that prosper is burning about $2 million of cash per quarter, and had about $2 million of cash left as of Sept 30th. (Of course the Nigel Morris $1 million was added after Sept 30th.)

In late November, Prosper's chief marketing officer, Catherine Muriel, left the company. Muriel was an embarrassment. Her only visible work was authorship of many of Prosper's official blog entries, on subjects such as thanksgiving leftovers and recommendations to buy Christmas gifts at spencers online, a company that sells pranks such as tear-proof toilet paper, and lets not forget the four part series on online dating. (See the forum thread Crazy Muriel Blogs Again.)

On December 2, 2009, Prosper announced the arrival of Nick Talwar as their new "chief revenue officer". I had never heard the title CRO before. A little research indicates that this title generally includes responsibility for "revenue". I thought that was the CEO's job. Maybe its just a fancy name for the marketing guy. In any case, investors haven't heard from Talwar yet, so we can't yet judge what he's going to accomplish.

On December 2, 2009, Prosper dismissed its accounting firm, Ernst & Young, and hired the much much smaller firm of Odenburg, Ullakko, Muranishi & Co. Although some may find this sinister, I take Prosper's word that this change was made to save money. I don't know anything about OUM, but you can see some of their smiling faces here.


PS: The best discussion among P2P and Prosper.com lenders are found on prospers.org. See you there

Wednesday, November 4, 2009

Prosper.com - Paradise Lost; Deadbeats Won

It was a hot Saturday afternoon, August 5th 2006. I was driving to Long Beach to have dinner with a bunch of folks -- 25 fellow Prosper.com lenders -- who I had never met.

That's not quite true. I had met them over the internet. For several months I had been vigorously corresponding with these folks (day and night) as we worked hard to decipher the risks and necessary disciplines for lending money to anonymous strangers via the internet. We were spending several hours a day reviewing loans, corresponding with borrowers and each other, doing statistical studies, debating our hypothesis about what makes a good borrower. For example.. Historical data said that "homeowners" are better risks, but would that still be true now that housing lenders had gone nuts and strange people were buying with no money down and flipping homes left and right? There seemed to be a million such issues, and a lot of different opinions on each one.

Was I nuts? I had never done anything like this before. A face-to-face meeting with people I knew only by pseudonyms (their Prosper screen names)?

I drove 100 miles, but some came from much larger distances. Prosper CEO Chris Larsen flew down from San Francisco. One lender flew in from New York.

The get-together was arranged by a fellow lender I knew only as DebinVenice. She gave me an address and said "I'll be standing under a big horse." As I drove past the Queen Mary I wondered if there would be a horse or a woman standing under it or what that even meant. (I had never been to a P.F. Changs, so I didn't know they all have giant horse statues out front.)

Sure enough Deb was standing under the horse with a small crowd when I arrived. I felt like I knew all these people. After all we had spent hundreds of hours talking online. Online we had talked mostly about specific borrowers, and various Prosper technical issues and frustrations but by this time we knew a lot about each-others' politics, family life, etc. We did not however know what each other looked like. Screen names don't give you much of a clue about who is male or female, who is black or white, short or tall, etc, and the mental images I had formed needed considerable adjustment.

One couple walked up to me (seeing the screen name on my badge) and thanked me for bidding on their loan. Wow! Borrowers in the flesh! Unexpected. It seemed very personal.

This was the time of the most amazing excitement for the early batch of Prosper lenders.

I remember sitting across the table from Prosper CEO Chris Larsen, as he explained how tough he was gonna' be on fraud and deadbeats. He was gonna make an example of these folks, so borrowers would know that Prosper is tough.

Chris Larsen, CEO of Prosper.com (center) talking with lenders (folks who lend money to strangers over the internat via Prosper.com) over dinner, Long Beach, August 5, 2006. (Photo credit DebinVenice)

This was pretty much the time of peak excitement. What I mean is that lender enthusiasm went downhill after this time. Those folks around that table were the wildest imaginable supporters and advocates for Prosper.com, but none of the folks I sat with at that table (with the exception of Chris Larsen) are still lending via Prosper. Something went wrong.

To those of us who were actively participating, observing how borrowers interacted with lenders, observing how loans were performing, some problems became clear. The population of Prosper borrowers was obviously heavy with fraudsters and deadbeats. A tremendous amount of animosity developed when specific examples of borrower fraud and dishonesty were exposed by lenders time and time again, and Prosper management just didn't want to hear it. Lenders who made the "mistake" of exposing such fraud were routinely censored and censured by Prosper management. Chris Larsen "shot the messenger" instead of learning about the problem and taking action to fix it.

I've written much about the rate at which Prosper loans are going bad. To get some historical perspective, lets look back at the guidance Prosper gave lenders in those early days. Prosper published statistics which developed from credit bureau Experian's experience with credit card customers. The purpose was to help lenders understand the Prosper credit grades, which at that time were just highly quantized Experian credit scores. This data showed that borrowers in Prosper's "AA" credit grade would be expected to default at the rate of 0.20% per year. What actually happened is that loans to AA borrowers went bad at a rate of about 5.00% per year. Wow! That's 25 times worse than Experian's vast experience seemed to predict! Somehow Experian's credit score and their historical credit experience didn't quite predict the behavior of Prosper borrowers. (Note: You can see how "AA" credit grade loans have performed by looking at rateladder's graphs. Find the 1 year point on the X axis and look at the "AA" curve.)

Experian's experience didn't provide the right insight, from which we conclude...

Apparently Prosper attracted a "different" crowd.

Making a successful business in P2P lending requires that you understand this fact. If Chris Larsen had taken the time to realize what was happening, he might have put in place superior fraud checks, serious verification steps, a serious collections department, etc, as appropriate to deal with the substantial fraction of fraudsters and deadbeats who were attracted to Prosper, but that was not to be.

I'd love to give you the details (ie names) and amazing stories of specific deadbeat Prosper borrowers who stiffed me personally. Anecdotes often communicate better than statistics. I won't, because giving you personal information on these borrowers could be interpreted as violating the terms of the lender agreements I signed with Prosper. One of my deadbeats was a former state senator from New Hampshire who is still routinely quoted in the political press. (Rated "A" by Prosper.) One of my deadbeats wrote a book on how to avoid collection agencies! He sells it on the internet! Man that's a deadbeat's deadbeat. (Rated "AA" by Prosper.) Both these guys are highly visible. Its not like all Prosper deadbeats have skipped town. Some sit right in front of your face and don't pay. You'd think that with highly visible people like this stiffing Prosper's lenders, management would want to take some action. Maybe sue some people. Get serious. No, they just had a collection agency call them repeatedly on the phone. Damn weak effort.

In late 2007, Prosper hired a collections expert, Doug Fuller, as VP of Operations. Prosper introduced this new employee as if he were an attack dog who was going to eat deadbeat borrowers for lunch. On October 2, 2007, Prosper published an "interview" of Fuller by a fellow Prosper employee. This was published on Prosper's official forum, on Prosper's web site, but has since been deleted. Fortunately, some lenders kept a copy, and you can read it here. I'll quote a few snips, but you should read the entire interview for yourself. It paints a strong image.

Q: Do you have experience with suing people?
A: Oh yes. Between First Select and Credigy, I have been responsible for making the decision to sue more than 150,000 people. There are a lot of lawyers that can’t claim that number of suits in a lifetime.

...
Q: Okay, so you need to decide who to sue, then what?
A: Put quite simply, my philosophy is this – if you won’t pay, but can (or will in the future) be able to pay, I’m going to sue you. If I sue you I’m going to win.

Q: That sounds kind of arrogant, can you back it up?

A: Courts in seven states have recognized me as an expert at consumer debt litigation. At Credigy, if a case got really nasty, I would go testify live. I refuse to lose.


Q: Really? What’s your win/lose record?
A: In my last 18 months at Credigy, I testified live at 42 trials. My record was 41-1. By the way, I fired the law firm where we lost.

Big hat, but is there cattle?

In January 2008, Fuller selected 66 loans out of the 1800 Prosper.com loans that had defaulted by that time, and he organized a "legal test" in which he would sue these 66 borrowers, and demonstrate that he was able to produce results like the ones he described above. Fuller personally selected these 66 loans. Fuller told us that he picked loans where he believed he had good contact information on the borrower, and where the borrower had the ability to pay. Presumably he also took care to choose loans where he believed he had the best chance to win. (He did not include my state senator or deadbeat's instruction manual author.)

Although Prosper kept the status of this project secret, many courts publish information about ongoing lawsuits, so lenders were able to observe that the lawsuits were not going well. I wrote about this in October of 2008. What I observed is that many of the suits were being dismissed! We couldn't tell exactly what was going wrong, because courts publish limited information.

Some of the lawsuits were dismissed by the court because Prosper was never able to find the deadbeat borrowers to serve them. Oops. Other borrowers were served (ie were found), but the cases were later dismissed by the court. Some suits were being dismissed at Prosper's request! Something more was going wrong. It was mysterious. Sure looked like Prosper was just pulling the plug. Lenders wanted information, but Prosper would not tell us what was happening.

The legal test was a horrible failure. Prosper demonstrated that it doesn't know how to collect on late loans even when it tries, even with expensive lawyers helping. How could this be?

Prosper has been mute on this subject -- for almost two years -- until a few days ago, when Doug Fuller wrote about the results of the legal test project in Prosper's official blog. (Because Prosper has often deleted their blog entries which proved embarassing, I point out that a copy of Fuller's writeup is archived here.) Its a worthwhile read.

Now we know some of the numbers, and more about what went wrong. In summary: Everything went wrong. It is as it appeared. The legal test was a horrible failure. What's worse, to most observers it seems obvious that every step could have been carried out in a much more competent fashion. It was a three stooges operation.

Here's what we learn by reading Fuller's recent admissions. (I'm not the first to dissect Fuller's writeup. I follow the outline given by Prosper lender ira01 here. Read ira's message for more technical legal details.)

They started with 66 hand-picked charged-off loans. Of these, they discovered that 3 borrowers had moved to a different state, so they gave up. (Mind you, it is possible to sue in all 50 states, but Prosper just gave up, preferring the convenience of only suing people resident in Prosper's home state: California.)

Next there were 13 loans where Prosper's legal team was unable to locate the borrower, in order to "serve" him, so they gave up. Its pretty outrageous that 13/66 = 20% of his hand-picked borrowers can't be found.

What did they do to find these people? They don't say. It is possible that they did nothing except try the address they had on file. Fuller offers the excuse that in his experience, the address shown in Lexis is usually accurate, but wasn't in these cases. I guess Fuller believes these people just vanished without a trace. Given Fuller's background, we expected him to be skilled at skip-tracing, or know how to hire someone who was.

Doug offers the observation that Prosper borrowers don't seem to fit the pattern of his prior experience. Here I agree. Prosper borrowers are different. Two years after he joined us, he's beginning to figure it out.

One possibility is that these 13 people never existed. Prosper.com has an obligation to purchase "identity fraud" loans from the original lenders, therefore they don't like to consider this possibility.

There's something else fishy about giving up on these 13 borrowers. In California, if after diligent effort you haven't been able to find the defendant to hand him the paperwork, you can satisfy the requirement for service by printing a notice several times in a newspaper. This allows you to proceed with a suit, and hopefully get a default judgment against the deadbeat, even tho he's hiding from you. Then when you do find him later, you have a legal advantage. Apparently this was too hard for Prosper, so they gave up instead.

Doug then tells us that in 21 more cases, the borrowers filed bankruptcy after Prosper filed suit! Doug also tells us that is a huge unexpected number. Another clue that Prosper borrowers are different.

I do wonder about those 21 bankruptcies. In the past there have been some cases where a borrower told Prosper that he had filed bankruptcy, and Prosper took the borrowers word for it, when in fact there was no bankruptcy. I wonder if they actually checked these cases with the court. I also wonder whether Prosper has filed paperwork with the bankruptcy courts in these 21 cases. Perhaps we'll figure out how to track down these bankruptcies (or lack thereof) another day. (After all, we know the names of most of the defendants, because we found them while searching court records to track down the status of these lawsuits during the 2 years when Prosper was silent.)

66 minus 3 minus 13 minus 21 ... just 29 loans left.

More than half the suits died before they even got started. Remember Fuller's words? "I’m going to sue you. If I sue you I’m going to win. "

At this point Fuller stops giving us precise numbers. He proceeds to explain a number of different things that went wrong, and the fact that he's unhappy about them. He's not the only one.

A typical early step in this kind of lawsuit is to ask the court to grant a "default judgment", meaning that the facts are so clear that there isn't any use wasting time with a trial. (Default judgements are common when the defendant doesn't bother to show up, etc.) Doug explains that they had a little trouble with this: "the vast majority of courts rejected the requested Clerk’s Judgment." Well huh. He doesn't explain why. Dude, we want to know why, because there's something very wrong here. Maybe you should diagnose the problem and fix it. Maybe you guys are putting the carbon paper in backwards.

And a clerk's judgment is just the easiest kind of default judgment. If you fail that, there's another kind you can apply for. So we expect, well you know ... follow-thru. Fuller says that as he was getting ready to do that, Prosper entered its "quiet period", because of Prospers SEC filing, intended to straighten out the regulatory issues Prosper had with their lenders. Fuller decided to not proceed with the necessary court filings during the quiet period. Well the quiet period lasted nearly a year, so this was quite an interruption! Prosper missed legal deadlines and the courts dismissed most of the remaining cases.

There is a bit of a hole in this story. Prosper filed their first S1 with the SEC in October of 2007, before the legal test project had even started! Another hole in this story is the fact that the registration with the SEC has to do with the relationship between Prosper and lenders, and has nothing whatsoever to do with borrowers. I know Fuller agrees with me on this point, because he has used this argument himself. In an earlier blog entry, describing one case which he won, he tells us that the defendant (borrower) raised the issue of the SEC boondoggle, and Fuller was able to counter with an explanation that the SEC matter didn't affect the relationship between Prosper and its borrowers. Given that the courts hearing these cases had no problem with the SEC entanglement, I can only presume that it was overcautious lawyers advising Prosper on the SEC matter who told Doug to shut down. They harmed lenders by doing so.

Doug says he's going to try again on some of the cases that were dismissed. I'm glad to hear it. He didn't say when. We've blown two years on this "test" so far, and we have nothing to show for it.

By the way, we've been out of the quiet period for several months now. If the quiet period was the thing keeping Fuller from proceeding with legal action, he should have fired up the suits again by now, but he has not. I question his intent.

Well, at least they did win at least one case out of 66.

Many times we've been told they were going to treat nonpaying borrowers seriously, but looking back these statements have never been truthful.

While they're firing up the 2nd try on many of the dismissed lawsuits for this initial batch of 66 borrowers, there now are another 7,933 that's right seven thousand nine hundred and thirty three Prosper borrowers who have defaulted on their loans, with nobody even thinkin' about legal action on any of these folks. There is simply no credible story that they're ever gonna get any material legal action going against deadbeat borrowers.

What have we learned?

Prosper borrowers are "different". While most of them are very nice people, like the couple I met in Long Beach, a substantial fraction of Prosper's borrowers are hardened deadbeats, attracted by the sweet odor of naivete. Prosper lenders cannot succeed without better mechanisms to protect against against these zombies.

Deadbeat borrowers are a big problem.

Prosper has a Three Stooges legal strategy.

Prosper management has never taken these issues seriously.

Prosper management's talk about how they would handle deadbeats has been hot air from the very beginning.

It was such a wonderful concept. It seems such a shame.

In order to stay alive, Prosper.com needs a new round of venture capital funding some time in the next few months. If I were one of the VCs considering an investment, I'd be lookin' to replace Chris Larsen. Mr VC, if you're reading this, that is what I suggest you do.

PS: Great discussion among P2P lenders is found at prospers.org .

Sunday, October 11, 2009

Prosper.com - Don't blame the economy

From time to time, someone will try to explain away the poor performance of prosper.com loans by blaming it on the poor economy. Its become a national pastime to use the economy as an excuse these days. But is it true?

To sort this out, I have graphed the default rate of all prosper.com loans side by side with the U.S. unemployment rate. If bad economic conditions cause prosper borrowers to change their behavior, then you should see the prosper.com default rate go up when unemployment goes up, and vice versa.



These two curves don't look correlated at all!

In the last year, unemployment has roughly doubled, which represents a huge change in economic conditions. During that time the default rate on the prosper portfolio has bounced around, but it certainly hasn't gone up in tandem with the unemployment rate.

In a recent blog, Prosper's CFO Kirk Inglis was describing Prosper's new system for rating borrowers, and he said "...the historical performance that underlies the Prosper Rating System is derived from a poor economic environment. As a result the estimates of loss are biased higher than if the economic environment had been more benign."

In other words, he argues that because he did his calculations using loan data from the recent past, when economic conditions were bad, then surely future loans should do better than his model predicts. His unstated underlying assumption is a correlation between prosper loan performance and the economy. I see no evidence for his conjecture. Wishful thinking.

It may seem counter-intuitive, but we can't deny the data. Loan payment performance doesn't seem to track economic conditions.

Boring methodology footnotes: To compute the instantaneous default rate of the entire prosper portfolio, I looked at prosper's performance web page. I asked it to show me all loans (for all time) as observed on the first day of each month. I copied down the number of loans that had defaulted as of that date. Subtracting these numbers for two adjacent months tells me the number of loans that defaulted during that month. To convert this to a default rate, I divide by the total number of loans prosper had originated as of four months earlier.

I chose the four-months-ago total because loans take four months to default. Using a later total would have included loans in the denominator which could not possibly appear in the numerator. Finally, I converted this monthly default rate to an annualized default rate exponentially, ie da = 1-(1-dm)^12 .

This process produces an instantaneous "whole prosper portfolio" default rate. Beware that this number doesn't help us judge the performance of loans prosper originated at any point in time, or at any credit grade, becaue here they are all mixed together. It does allow us to observe trends (if any) in borrower payment behavior over time, so it seems appropriate for this inquiry into how borrowers behave during economic hard times.

You probably note a downward tilt in the default rate curve during the months that Prosper was shut down by the SEC. This is a side effect of the loan portfolio "aging" during that period. No new loans were being added, and the existing loans were all getting older. Therefore the age distribution of loans in the prosper portfolio was changing. This aging produces a lower default rate, because the default rate naturally falls somewhat as loans age. This happens because the portfolio is a heterogeneous mix of loan quality. The bad loans (think HR, E, D, ...) tend to fail early, leaving a more aged portfolio with a higher quality mix.

The unemployment rate shown is the whole-country U-1 series produced by the bureau of labor statistics, and which I obtained from www.economagic.com . This is the unemployment rate that you most often find quoted in the press.

PS: The best discussion among P2P lenders can be found at prospers.org .

Sunday, October 4, 2009

Prosper.com - 10/2009 late loan stats update

Here's the October 2009 update to to my Prosper.com late loan statistics charts.

These charts show statistics for the performance of all prosper.com loans. Each curve represents the set of loans that were created in one calendar month. The vertical axis is the fraction of those loans that have "gone bad", in other words are 1 month late or worse (up to and including default or "charge off" as it is now called). The horizontal axis is the observation date. All data comes from Prosper.com's performance web page.

The worst month so far is October '06. Of the loans originated by Prosper.com in October'06, 43.5% have now gone bad.

I'll show that calculation as an example: In October '06, Prosper originated 743 loans. Three of these loans later disappeared from the stats Prosper provides. Prosper's stats now show having originated only 740 loans in October '06. The difference, 3 loans, presumably are loans that were repurchased by Prosper because of identity theft, but we don't know for sure. I count those 3 loans in the set that have gone "bad". Prosper reports that 307 of their October'06 loans have now defaulted. Finally, Prosper reports 13 of these loans are now in the "1 to 3 month late" category. I then calculate (3+307+13)/743 = 43.5% gone bad.

October'06 is not alone. Many other months have produced similarly bad performance.

More detail can be found in my earlier posts.

New tidbits this month: Two of these curves are "done". The May'06 and Jun'06 originated loans are now all either in the "paid off" or the "charged off" category. With no borrowers active, the numbers have reached their final resting place. I've decided to make the curves end when this happens, rather than continuing a long horizontal line into the infinite future. You can see this more plainly on the larger version of the chart.

I've started charting some of the loans originated after Prosper's SEC-sanctioned reopening. There weren't enough loans originated in July'09 to make useful statistics, so I've started with Aug'09, which makes its first appearance this month as a single dot. In July'09, Prosper raised the borrower credit score cutoff from 520 to 640. A huge change. Therefore the new loans in aggregate should go bad at a much lower rate (ie lower slopes on the new curves). We'll see.

Click on the chart to see a larger clearer version.


Here's a chart of the same data in which each curve has been slid to the left to a common origin. The horizontal axis is now days since loan origination month.



Explanation of methodology can be found in my prior postings in this blog, and in forum discussions on the old prosper forum, now archived at www.prosperreport.com

Many of the very early posts in this blog are still on point, and provide background on prosper, from a lender's perspective. If you're new to this, please read old posts before sending questions.

From time to time I get a comment that I should separate out the credit grades in these charts. Some folks would like to see a separate curve for loans to AA credit grade borrowers, A borrowers, B borrowers, etc. Their thinking is that this would help lenders understand the risks of lending to these individual grades of borrowers. There's some merit to that idea, but I'm not doing it for two reasons.

First, there's another fellow doin' it already. Check rateladder's blog. Here's one of his recent charts. (Click on it for a larger copy).


From the chart you can see that about 5% of grade AA loans went bad during the first year of the loan, etc. That's useful information. In the early days of Prosper.com, prosper used to give lenders statistics from Experian that showed Experian's experience of a 0.20%/year default rate for grade AA borrowers. Unfortunately, that data came from credit card accounts, which we can now see don't behave anything like Prosper loans!

I recently asked rateladder whether he would be updating his charts now that prosper is running again. He says does not expect to do any more updates. That's a shame. Rateladder has published the SQL code he wrote to produce those charts. You can grab his code, download the database from Prosper, and run those calculations yourself. (Only works for database / SQL experts.)

The 2nd reason I'm not charting loan performance by credit grade is that credit grade is just one criteria. There are many variables you can use to choose borrowers. Most lenders use some combination of more than one variable. (Example: Credit grade A or better, no past delinquencies, and doesn't mention religion in the writeup.) I can't chart all combinations.

I do believe there's value in observing the behavior of Prosper.com loans in aggregate, even if that doesn't give lenders insight into exactly how they should pick loans.

In the early days of Prosper, it was common to hear a wide variety of speculations and myths about borrower behavior. These charts provide the data to understand whether some of those speculations were correct.

Example: "Once you get two or three payments made, the loans are good." I used to hear this all the time. Turns out it is not true. There's no bump in the default curves at the beginning. They're pretty smooth. Loans go bad over time.

A common myth you hear recently is that borrowers are defaulting a lot because of the recent bad economy. It ain't so. Look at the curves. (Look at the top chart above.) The horizontal axis is calendar date. If borrowers were behaving very differently now (during the recession and high unemployment) than they did earlier (say last year) you'd see it in this graph. You would expect ot see the curves bend upward as unemployment rose. Didn't happen.



PS: The best discussion among P2P and Prosper.com lenders are found on prospers.org. See you there!

Thursday, September 24, 2009

Prosper.com - Don't Mislead Investors

That was the subject of my very first blog about Prosper.com. Sadly here I am again two years later discussing the same subject.

During Prosper's lifetime, a great many newspaper and magazine articles have contained misleading statements about the quality of Prosper.com loans. It just seems to happen again and again. That was in fact the impetus for this blog. I wanted to counterbalance the misinformation. More about history later. Lets start with the most recent outrage.

An article in the 9/19/09 Washington Post, said "Prosper's default rate is about 5 percent." That statement is bunk. Prosper loans are far worse than that. The difference between what was printed and reality is important to investors, because it makes the difference between profit and loss.

As many of you know, I've tracked Prosper loan performance for several years, and you can see from the charts I publish that Prosper loans go bad much faster than this. But lets start with a more authoritative source than me: Prosper's most recent prospectus filed with the SEC.

The prospectus says: "As of March 31, 2009, of the 29,000 borrower loans, ...5,840 loans or 20.1% had defaulted. " Well, that doesn't directly tell us a default rate, because the 29,000 loans outstanding are spread across a wide range of ages. Loans go bad over time, and many of these loans haven't had much time to go bad yet. Still, it doesn't take a genius to see that you can't get a 5% default rate from 20% of the pool having already gone bad! The Washington Post article is clearly in conflict with the prospectus.

The statement in the Washington Post is misinformation, just like the many similar examples of misinformation which have preceded it.

If we separate out Prosper.com loans by age, the facts become clear. The following chart shows Prosper.com loans broken out by month of origination, and you can clearly see that the early (ie old) cohorts are headed toward about 40% of loans going bad. The younger cohorts are doing a little better, as I've discussed before. Still they are similar. These are 3 year loans. If 40% of them go bad over 3 years, that's equivalent to roughly a 16% per year default rate. The Washington Post article is bunk.

Click on the chart to see a larger clearer version.


Now lets go back and visit some of the prior examples of misleading press. You may see a pattern. I'm sure I haven't caught this lie every time it has appeared in the press. A few should do to let you appreciate the pattern.

I first wrote about this in my very first blog entry on April 20, 2007. I was an enthusiastic Prosper investor at the time, and believed I could sway Chris Larsen's behavior by just getting the facts out to the public. Turns out I didn't have much influence.

In that blog, I wrote about an April 1, 2007 article about Prosper in the Baltimore Sun. (The article is so old now that they make you pay to read it, but you can read the abstract for free, and the abstract contains the Chris Larsen quote of interest.)

This article quotes Chris Larsen... "Larsen says the default rate - payments 120 days past due - is about 0.50 percent. But that will likely climb as the three-year loans mature, he says."

Even back then, with limited data at my disposal, I was estimating a total Prosper.com default rate around 17%/year. (I said so in my first blog entry.) That is so horribly different than 0.50% that I just couldn't imagine how Larsen could say that sort of thing to the media.

When you're a young loan company, it is easy to point to the portfolio and say "Look, not many of our loans have defaulted!" Of course that isn't what matters. What matters is the rate at which loans are going bad. Prosper doesn't default a loan until it is 4 months past due, and the first payment doesn't become due until 1 month after the loan originates, so loans younger than 5 months don't give you any defaults, and at the time of that article, most of Prosper's loans were very young. However, given the data available at the time, anyone could see, without any analysis, that Larsen's statement was incorrect. Even letting the various ages of Prosper loans be mixed together, Prosper's own data shows that on April 1, 2007, they had originated 9003 loans, and of those, 291 had already defaulted. That's 3.23% . How can you possibly get from that number to a claim of a 0.50% default rate? You can't.

I thought perhaps if I exposed this sort of thing, the misinformation would stop. It did not.

There was an AP/MSNBC article on Nov 27, 2007 "Prosper’s default rate hovers at about 2.7 percent, Larsen said, but that figure is expected to rise as more loans mature." This was misinformation.

By that time, even using the most simple possible method of dividing the number of already defaulted loans by the total number of loans would tell you that 9.15% of prosper loans had already defaulted, and remember a great many of those loans were so young they could not possibly have yet defaulted.

If, using Prosper's own data again, observing on Nov 27, 2007, we take out the loans so young that they could not possibly default, then we have 1502 defaults out of a total of 12035 loans. That's right, 12.48% of loans old enough to meet the 4-month-late criteria for default had already in fact defaulted!

The simplest possible calculations tell you that Chris Larsen's quote is terribly misleading.

The true default rate, ie the rate at which loans were going bad could be easily estimated by looking at the slope of the curves on my charts, and this told me loans were going bad somewhere in the range of 15% to 20% per year. How could he say 2.7% to the press? ...and thereby the investing public?

There was a Dec 16, 2007 article (now expired) on Yahoo news which said "The default rate on Prosper loans is a meager three percent." They probably just copied from the AP article. The misleading information echoes and repeats over and over.

Chicago Tribune article of 01/13/07 talks of a 4.7% default rate. (Article may be offline now. The links I had no longer work.)

The long series of misinformation continues with the recent Washington Post article's statement "Prosper's default rate is about 5 percent."

No my dear. Prosper's loans have experienced a default rate of something like 17% per year. As anyone can plainly see from my charts, about 40% of Prosper.com loans go bad over their 3 year life.

When you're loaning money to someone, especially someone anonymous, your estimate of the default rate is really important. It is the most important piece of information you use to judge what interest rate to charge the borrower. That's why I began tracking the numbers. I was an enthusiastic early Prosper.com investor, and I wanted to understand.

On Prosper.com, lenders must rely on their understanding of historical default rates.

The continued material misrepresentation of this important data in the press, apparently driven by interviews with Prosper's CEO Chris Larsen, is disturbing.

PS: Great discussion among P2P investors can always be found at prospers.org

Friday, September 18, 2009

Prosper.com - 09/2009 late loan stats update

Here's the September 2009 update to to my Prosper.com late loan statistics charts.

These charts show statistics for the performance of all prosper.com loans. Each curve represents the set of loans that were created in one calendar month. The vertical axis is the fraction of those loans that have "gone bad", in other words are 1 month late or worse (up to and including default or "charge off" as it is now called). The horizontal axis is the observation date. All data comes from Prosper.com's performance web page.

Prosper loans created in the worst month so far, October '06, are now more than 43% bad! This number could still go higher! These are 3-year loans, but we don't know the final number of loans that have gone bad until 3 years + 4 months after origination, because loans are "charged off" when they are 4 months late. On March 1, 2010 we'll know the final numbers for loans originated in October 2006.

Click on the chart to see a larger clearer version.


Here's a chart of the same data in which each curve has been slid to the left to a common origin. The horizontal axis is now days since loan origination month.



Explanation of methodology can be found in my prior postings in this blog, and in forum discussions on the old prosper forum, now archived at www.prosperreport.com

Many of the very early posts in this blog are still on point, and provide background on prosper, from a lender's perspective. If you're new to this, please read old posts before sending questions. Thanks.

The basic fact about Prosper.com loans so far is that about 40% of the loans go bad.

Something unexpected happened this month. The Securities and Exchange Commission has begun to disclose (on their web site) some of the correspondence between the SEC and Prosper while Prosper was attempting to get SEC approval to reopen. I've not seen such correspondence released before, but it seems like a great thing.

From some of these documents we learn that the SEC reads Fred93's blog! A few issues that have often been discussed here are mentioned, and in one place Fred93's blog is referenced by name.

Here are some snips from a June 12 2009 letter from SEC to Prosper:

"We note analysis of the prosper loan originations posted by prosper members which shows loans that are not paying according to their terms approaching 40% for your oldest tranches."

"...there have been concerns expressed about the number of reported loans that closed during a particular month changing. ... Please refer to http://fred93blog.blogspot.com ."

Right on! I was surprised but pleased to learn somebody reads this stuff.

To see the correspondence, go to the SEC's list of Prosper.com filings, and scan thru pages and pages of documents looking for the keyword "UPLOAD" in the first column. Only the letters from the SEC to Prosper are available, so this is like listening to only one side of a conversation. (I wish I could see Prosper's answer to the # of loans originated changing over time issue. I asked Prosper about that myself several times, but never got an answer.) Still reading the SEC letters is quite educational. The SEC really got into the details.

PS: The best discussion among P2P and Prosper.com lenders are found on prospers.org. See you there!

Saturday, September 5, 2009

Lendingclub - 09/01/2009 Late Loan Stats Update

These charts show statistics for the performance of all Lendingclub.com loans. Each curve represents the set of loans that were created in one calendar month. The vertical axis is the fraction of those loans that have "gone bad", in other words are 1 month late or worse (up to and including default). The horizontal axis is the observation date. All data comes from Lendingclub's performance web page.


The curves are "noisy" (ie they jump up and down a lot) and are not as orderly as the curves on my charts of prosper.com loan performance. That's because the volume of loans at Lendingclub is still too low to get really good stats.

Lets slide these curves over to a common origin, so we can compare their shapes ...


Just look at where these curves crossed the 390 day line, (ie 30 days after the 360 day line, because it takes 30 days for a loan to become 1 month late) or visualize where they might cross the 390 day line as they extend, and that tells you what fraction of loans went bad in the first year. This is then an estimate of the annual default rate for Lendingclub loans.

Loans originated during the first few months of lendingclub's operation have performed very poorly. Oct, Nov 2007, and Jan 2008 have had about 15% of loans go bad during the first year. This is similar to the performance of Prosper.com loans.

Loans originated in later months have performed much better. This gives investors some hope, but...

Why have Lendingclub's later loans performed better than earlier Lendingclub loans? It seems that Lendingclub management must have learned some things and improved their verification criteria. Perhaps they learned how to filter out more of the identity theft or professional deadbeat borrowers. Unfortunately, I don't know what they changed. That makes it difficult to have faith that the improved quality of loans will continue.

The best discussion among P2P lenders occurs at http://www.prospers.org/forum/. See you there!

Sunday, August 23, 2009

Prosper.com - Its a Deadbeats' Party

Apologies to Oingo Boingo. I borrowed that title from one of their songs.

Now on to Prosper.com, and the sad story of "Post Charge-Off Collection Techniques".

Of great concern to folks who lend thru Prosper.com is just how hard Prosper actually tries to collect loan payments from borrowers. Sadly they don't try very hard at all. I've written about this before, so I'll skip much of the history, and just talk about recent revelations, and some juicy revelations they are!

Here are some links to some prior discussions:
May 6 ,2007 Collections is Broken
October 14, 2007 Collections Still Wanting
July 26, 2008 Collections: You have forsaken lenders

Remember that while lenders supply the money, Prosper.com takes full authority and responsibilty for servicing the loans. That means only Prosper.com can take collection actions. Only Prosper can remind borrowers to pay. Only Prosper can hire collection agents. Only Prosper (or their agents) can call the borrower, knock on their door, etc. Therefore, if Prosper doesn't do these things well, or doesn't do them at all, then money doesn't get collected, and lenders lose. With that in mind, we're gonna discuss what happens to loans that go very late.

Originally, Prosper.com loans that went 4 months late were declared "in default", and were sold by Prosper to a junk debt dealer. This action was codified in a contract between Prosper.com and lenders called the "lender agreement".

But then one day in May of 2008, Prosper decided to stop selling these loans to junk debt dealers. The decision was unilateral, without the consent of lenders, and in violation of the lender agreement. Lenders at the time scratched their heads about Prosper's willingness to ignore the contract, but lenders didn't raise a legal fuss. Prosper after all argued that they were going to do something even better than sell to junk debt dealers. They were going to apply "Post Charge-Off Collection Techniques"! Hallelujah, lenders thought. They're finally gonna get serious!

In May of 2008, Doug Fuller of Prosper wrote on the official Prosper.com blog:
We believe the prudent course of business is to not sell at this time. Instead, we are going to consider the loans as charged off, and keep them and continue to try to collect them as charged off debts. You will continue to own the loans as we apply post charge off collection techniques to these accounts. We recognize that this is different than our normal process, but firmly believe that it will result in a higher return for our lenders.

Lenders mused ... What the heck are these "post charge off collection techniques" anyway? We coined the acronym PCOCT. What the heck is PCOCT? In our fantasies, big knarly biker bar bouncer guys knocked on borrowers' doors and politely asked for payment. In the back of our minds we suspected that PCOCT meant precisely "nothing". In spite of much prodding from the lender community, Prosper never defined PCOCT, and in fact never said anything at all about it. ... until now.

More than a year later, August 2009, Doug Fuller of Prosper wrote in the official Prosper blog
Starting now, our plans relative to charged off accounts are as follows:
1. We continue to monitor the distressed debt market and to see if a sale is a possibility.
2. Until such time that the expected sale price exceeds the projected net recoveries for the first 12 months after charge-off, we are not going to sell.
3. We are going to place the accounts with a collection agency that specializes in charged-off accounts (the first agency has been identified and the contract is in the works).
4. The agency is going to employ a settlement strategy with settlement authority based on age, charge-off balance and current credit score. For post charge-off accounts, this is the best strategy to maximize total dollars recovered.

Well that was a letdown. Remember that more than a year has passed since Prosper began putting our loans into the PCOCT basket. It is shocking therefore to see this official statement discuss collection actions in the future tense. We "are going to" place the accounts... The agency "is going to" employ a settlement strategy...

In other words, in the more than a year since Prosper began throwing our loans into the PCOCT pile, Prosper has not hired an agency to carry out the post-charge-off collection techniques plan. In line with lender's worst fears, the true meaning of PCOCT was "The loans just sit in this pile here, and we don't do anything."

This is not an idle issue, because as you can see from the late loan statistics charts I publish almost every month, about 40% of Prosper loans go bad. That means we're talking about what happens to 40% of Prosper loans. And what happens is that those 40% of loans go into a pile where nothing is done. Think about that when you lend money via Prosper.

The execution is lacking. Caveat Emptor.

PS: As always, great discussion among Prosper.com lenders is found at prospers.org .

Sunday, August 2, 2009

Prosper.com - 08/01/09 late loan stats update

Here's the August 2009 update to to my Prosper.com late loan statistics charts.

These charts show statistics for the performance of all prosper.com loans. Each curve represents the set of loans that were created in one calendar month. The vertical axis is the fraction of those loans that have "gone bad", in other words are 1 month late or worse (up to and including default or "charge off" as it is now called). The horizontal axis is the observation date. All data comes from Prosper.com's performance web page.

Loans created in the worst month so far, October '06, have now gone past 43% bad!

Click on the chart to see a larger clearer version.


Here's a chart of the same data in which each curve has been slid to the left to a common origin. The horizontal axis is now days since loan origination month.



Explanation of methodology can be found in my prior postings in this blog, and in forum discussions on the old prosper forum, now archived at www.prosperreport.com

Many of the very early posts in this blog are still on point, and provide background on prosper, from a lender's perspective. If you're new to this, please read old posts before sending questions. Thanks.

The basic fact about Prosper.com loans so far is that about 40% of the borrowers are not paying back the loans. This is horrendous. You don't see this in the summary stats that Prosper gives you, because they mix new loans in with the old loans, and new loans haven't had time to go bad yet. Separating out the loans by time of origination, as I do above allows you to see how Prosper.com loans evolve over time. It seems that they evolve to about 40% bad.

I've written before about the reasons I believe that investments in Prosper loans have done so poorly. Prosper has done a poor or nonexistent job of basic tasks necessary for successful lending: verifying information provided by borrowers, and collecting loan payments.

In early 2008, I was pleased to see Prosper saying they wanted to try doing some things differently. As it turns out, it was all fake.

On 01/15/2008, Prosper.com sent an email message to many lenders, explaining that 68 very late loans were being moved to a new category, a "legal test". In this test, Prosper would try taking legal action against very late borrowers, instead of just doing nothing. I thought at the time that it was a good move. Prosper had done such a horrible job of collecting on late loans, lenders were desperate for improvement, and the promise of legal action against some of the professional deadbeats who had ripped us off just sounded right to us. Many of us opted in.

Prosper's 01/15/2008 email promised ...

Since this is a test, we have not yet designed the system to track these revenues within the normal statement process. As such, the loans will be defaulted at zero value and the accounting provided on a monthly basis in a supplementary statement.

However, Prosper has never bothered to send lenders any of these promised supplemental statements! $735,000 of loans have simply disappeared from lender's view.

That's right. No monthly acccounting statements as promised. No reporting. Prosper has kept lenders completely in the dark on the status of the legal action on these loans. None of these accounting statements were ever produced during any of the 12 months of 2008, nor the 8 months so far of 2009!

I have written to Prosper about this a few times now. My most recent correspondence was in early July 2009. Their response was that there would be some status real soon now. No word, however, on the missing 20 months of statements or when or if they intended to ever produce any.

Fact is, even tho Prosper is keeping the details secret, with great effort lenders can track the status of some of these lawsuits. This happens because many courts make some lawsuit status details public via their web sites. (Not all courts make status available online, so we can't see the status of all of them, without traveling around to the various county courts, and checking the records manually.)

From the lawsuits that are visible on the web, it appears that Prosper has lost most of the cases. No one from Prosper has ever offered an explanation for this. Isn't that outrageous? I think it is. I think it shows a disdain for lenders. It shows that Prosper management believes it is not necessary to do the things that they say they will do. They believe this even when $735,000 of lender's money is at stake.

I seems that the legal test was horribly underfunded by Prosper, and at some point they just aborted. A damn weak effort. Instead of a symbol of Prosper's strength and a deterrent to deadbeat borrowers, it is just another sad joke in the Prosper.com story.

So what does that tell us?

PS: The best discussion among P2P and Prosper.com lenders are found on prospers.org. See you there!