Sunday, December 18, 2016

Growth as a false signal in Y Combinator startups

One has to appreciate how Paul Graham built Y Combinator into the world’s flagship accelerator and handed it off to others to continue its impressive run at the top of the heap. In fact, I have yet to meet a founder who regrets joining the program.
But after stepping away from the YC scene for five years* and then returning to observe the last two demo days, I now wonder if some of the views Paul shared in his original, widely read Essays are being taken to absurd extremes. The evolution of his take on startup growth serves as an excellent example.

Revenue growth as a divining rod

Paul says in short that “a good growth rate during YC is 5-7% a week” and that “the best thing to measure the growth rate of is revenue.” He goes on to explain that successful startups follow an “S-curve.” Founders hope to have exited an initial period of slow growth by demo day, showing that they’re just starting to climb the steep slope of that curve. If all goes well, growth will not slow down until their company matures years later.
Indeed, the conventional line of thinking now appears to be that a member of this “5% Club” is in great shape and that everything else should just fall in line. So many founders do everything they can to show that they’ve achieved this milestone by their demo day. This is not just the case with Y Combinator startups of course; it has become a common ritual across accelerator programs everywhere.
Revenue growth has become, in essence, the presumed divining rod of a startup’s success. Much as farmers have used forked sticks over the ages to identify the location of water under their properties, investors are using early revenue growth to identify which fledgling startups will become the long-term winners. And this is despite the explicit efforts of Sam Altman and others at Y Combinator to caution against a “growth at all costs” approach.
This increasingly heavy focus at demo day on growth, and growth alone, by investors and founders alike, has become absurd and unrealistic. It results in a false signal that will lead to disappointment and investment losses more often than not. Perhaps a look at what the actual revenue growth numbers look like will help everyone realize the magnitude of this absurdity.

Running the numbers

Let’s take a look at the exact revenue growth Y Combinator startups claimed at the most recent demo day in August. We ran the numbers on the 22 companies** in the group that shared their revenue and revenue growth metrics.

These companies reported month-over-month revenue growth rates ranging from 6-200 percent. The average was 60 percent and the median was 41 percent. Six companies reported at least a doubling of their revenues each month.
If we applied the companies’ monthly growth rates to their reported revenue, then after just one year the 22 companies would be generating about $21 billion in combined monthly revenue, or $963 million monthly revenue per company.
If we annualized revenue for each company on the twelfth month after demo day, then annualized revenue per company would vary from $1 million to $159 billion. Of the 22 companies, 14 would have over $100 million in annualized revenue, and three of them would be generating more than $30 billion each, making them the 6th (besting CVS), 33rd (besting Procter & Gamble) and 91st (besting Nike) largest companies in the country, respectively.
There is quite possibly another Airbnb or Dropbox in this Y Combinator class that will grow into a unicorn, but the overall results of the class will end up very far from the numbers above.
Investors should realize that high growth rates over such a short window in the early days of a startup by no means indicate that it’s on track for unicorn status, or anywhere close for that matter. The paradox is that companies with long track records of growth do not typically join Y Combinator in the first place. They take their product-market fit and resulting revenue growth and run with it — all the way down Sand Hill Road.

So what should investors (and founders) focus on?

By all means, if a company does have sustainable growth under its belt, then the founders should promote that. They should promote the hell out of it, in fact. Investors simply need to be confident that any reported growth is authentic and did not arise from startup “slights of hand,” such as launch articles in the media, the opening of a waiting list or a one-time social influencer blitz.
But more importantly, investors should recognize that most Y Combinator companies are still figuring out their businesses by demo day. They are not ready to push hard on growth just yet.  This period of exploration should be expected and embraced.
As investors, we should be focused on whether a company has impressive engagement and retention metrics. We should examine its early unit economics closely. We should see if its users absolutely love the product. If these foundational elements are in place, I for one am usually willing to bet that growth will come, and that it will come sooner rather than later.
*I attended most of the early Y Combinator demo days, resulting in Tandem’s investments in companies such as PagerDuty, Flightcaster and ZumoDrive. However, when the round sizes of the companies became too large and the valuations too high to support Tandem’s then pre-seed model of investing, I tapped out. When Tandem started doing traditional seed investments of $1 million-plus earlier this year, I started attending the demo days again, and we backed one company in each of the last two cohorts (Deako and Sixa).
**All company names have been anonymized. Two companies reported only GMV and GMV growth. To extract revenue from these numbers we assumed a 15 percent transaction fee.

My dog got a new toy. I have a feeling he likes it.

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Saturday, December 17, 2016

HP’s OMEN X is a powerful and mostly satisfying gaming cube

The Main Gear and HP cooperation, X Omen is a good example of how much a consumer computer manufacturer will try to respond to a hard drive, niches, like PC Gamers.
Recently, a great job has been applauded for different needs of users with its line of high-end RV replacement loan portfolio Ultrabooks RV PROPHETIC 17 laptop I reviewed earlier this winter.

To better satisfy hardcore gamers, HP has partnered with Main Gear, a custom PC maker, which is respected in the gaming community, partnered. In fact, HP and Main Gear are so confident in the X-frame PROPERTY design that you can actually buy them as an empty shell for $ 599. The specifications of your new machine would be entirely up to you; Do you want both GPUs and four separate hard drives? No problem at all.

HP 2149 $ In the building, you will find a quad-core processor core 4.0GHz i7-6700HK, RAM and 16GB DDR4 GTX graphics card founder output 1080, a powerful trio that can handle any game based on DirectX 11 or 12 in This year - and the chances for a longer time. A traditional TB hard drive 2 with 256 GB SSD, Bluetooth 4.0, Wi-Fi 802.11ac and efficiency 1300W power or the rest of the specifications.

In terms of performance in the real world, every title I played was pushed to a 3440 x 1440 monitor LG bent by a Display Port. For PC gaming purists who swear to 1080p HD screens, frame rates I've seen, of course, it's higher.
Battlefield 1 works in a comfortable 75FPS in max configuration, DirectX 12 enabled. Weapon III reached the maximum output at a high level 70fps, while Rainbow Six: 60-80 fps fence, which activates on average, with maximum settings and V-sync. Using the G-Sync screen with this system would most likely lead to better results, but unfortunately I have not tried it. NVIDIA GTX performance in the year 1080, which is taken against another NVIDIA Pascal GPU is undeniable, unless you opt for astronomically expensive GPU X TITAN ($ 1200). Faced with the slower GTX 1070 (desktop and mobile versions) and you will see lower frame rates 10-20fps. The 1080 GTX is worth the investment, while the Titan X is not a must if you want to play today (or tomorrow) games in the highest settings of a 1080p or 1440p screen.
Interestingly, three weeks after the use of OMEN X, there was a reliability problem, the POST screen (Power-On Self Test) would not happen, which is the curse of the existence of each computer user. Check the main board and irregularities connections has changed nothing, but the power off, then turn off the next day to find that suddenly started in Windows 10 system.It was fun, and it certainly meant I had to replace the systems. I hope there would be a trend for consumers who buy their own systems.

If you build another Micro ATX platform game, probably waste and get the case OMEN X Barebones to $ 599. Then I'll fill with similar specifications and best motherboard while sacrificing memory for more SSD quickly but smaller.On the other hand, if you're satisfied with compilations and pre-configured HP prices, it's your choice to make. After all, nothing more fun to have more than enough power for the daily tasks of handling, but we also know that you are playing with games, USB C ports to some degree and the like.

Wednesday, December 7, 2016

Cartels of Mexico and the profitability of cocaine

At Stratfor, we closely follow the criminal cartels in Mexico. In fact, we are carrying out the forecast of 2013 cartels, which will be published later this month. Through the Mexican cartels to analyze, we recognize that their actions and interactions between them to understand, we must recognize that in their hearts, they are companies and not politically motivated activist organizations. This means that although the violence between and among the cartels is taking a lot of the spotlight, a careful analysis of the cartel on violence has to look at business factors, fuel their interests - and their bankroll.

There are several different commercial factors that have a great impact on the behavior of the cartels. One example is the growth cycle and harvest of marijuana in the Sierra Madre Occidental. Another reason is the industrialization of the production of methamphetamine in Mexico and the rising profit margin it has provided Mexican cartels in recent years. But when we examine the behavior of the transnational Mexican cartels, the most important factor that affects this behavior is undoubtedly the economy of cocaine trade.

The Cocaine Profit Chain

Cocaine is derived from coca leaves and three countries - Colombia, Peru and Bolivia - account for the totality of coca harvested in the world. Transformation coca cocaine hydro chloride is a relatively einfach prozessus in three stages. Once the leaves of the coca are harvested, in der Nähe von Cote d'Azur. From there, the coca paste is transformed into cocaine Basis, which eventually becomes Cocaine Hydro chloride. The process involves several chemical precursors: kerosene, sulfuric acid Natrium Karbonate, hydrochloric acid Kalium permanganate and acetone. Most of these chemicals are readily available and ergänzungen replaced or replaced, making them difficult to regulate.

According to figures from the United Nations Office for Drugs and Crime, the Colombian Koka will receive 1.30 per kg of fresh coca leaf gießen $. In Peru and Bolivia, where the leaf is air-dried before being sold, farmers receive $ 3.00 per kg.

For the fresh leaf used in the transformation in Kolumbien, between 450 and 600 kg of coca leaf produce 1 kg of cocaine, depending on the coca variety used (some varieties have a high content of cocaine alkaloids). At $ 1.30 per kg, it means that it costs between $ 585 and $ 780 gießen kaufen the coca leaf needed to produce a kilogram of cocaine gießen. One kg of cocaine base can then be converted into about one kg of cocaine hydrochloride, which is commonly referred to as cocaine.