Product binning


Product binning is the categorizing of finished products based on their characteristics. In order to undergo binning, manufactured products require testing, usually performed by machines in bulk. Binning allows large variances in performance to be condensed into a smaller number of marketed designations. This ensures coherency in the marketplace, with tiers of performance clearly delineated. The immediate consequence of this practice is that, for liability reasons, products sold under a certain designation must meet that designation at a minimum. Individual products may still exceed advertised performance. Different bins usually have different model numbers and prices.

In semiconductor manufacturing

Reasoning

Semiconductor manufacturing is an imprecise process, sometimes achieving as low as 30% yield. Defects in manufacturing are not always fatal, however; in many cases it is possible to salvage part of a failed batch of integrated circuits by modifying performance characteristics. For example, by reducing the clock frequency or disabling non-critical parts that are defective, the parts can be sold at a lower price, fulfilling the needs of lower-end market segments.
This practice occurs throughout the semiconductor industry on products such as CPUs, RAM, and GPUs.

Speed bump

A speed bump, in computer terms, is a slight increase in frequency or a slight increase in functionality. Some time after the initial release of a product, manufacturers may choose to increase the clock frequency of an integrated circuit for a variety of reasons, ranging from improved yields to more conservative speed ratings. These models are binned as different product chipsets, which places the product into separate virtual bins in which manufacturers can designate them into lower-end chipsets with different performance characteristics.

Testing

Finished products enter a machine that can test hundreds of pieces at a time, taking only a few hours to complete. Each piece can be tested to determine its highest stable clock frequency and accompanying voltage and temperature while running.

Overclocking and core unlocking

Overclocking

is the increase of clock speed beyond the manufacturer's maximum rated clockspeed. Since manufacturers are only required to meet the minimum advertised specifications, the potential for overclocking of a product is not typically tested during the binning process. Therefore, it should not be assumed that higher-rated products will overclock better than lower-rated ones.
The resulting variation in upper-limit overclocking potential between otherwise identical pieces of hardware results in what is known as the "silicon lottery" by computer hobbyists, where the peak stable clock speeds are unknown until being tested after purchasing.

Core unlocking

Similar to frequency binning, products may also be binned based upon the number of cores which are enabled. As with overclocking, some chips may have more cores than marketed. It may be possible for the end user to enable these cores.