Currently, the number of physical or logical qubits in different quantum computing prototype devices cannot be meaningfully compared because no one has demonstrated scalable fault tolerance, e.g., [Gottesman]. (All qubits are not created equal.) This is true especially between different computational models (annealing vs. gates) and different substrates, but it also probably applies even for devices built by the same group in the same substrate simply because the marginal computational value of additional qubits in a non-fault-tolerant device is very murky.

With that in mind, we might still consider the following weak evidence: the number of not-fault-tolerant qubits in the best D-wave machine has followed this curve for 6 years:

  • 2011: 128 qubits
  • 2013: 512 qubits
  • 2015: ~1000 qubits
  • 2017: ~2000 qubits

Likewise, the number of not-fault-tolerant qubits in the Martinis group has followed a roughly similar growth rate for 3 years.

Furthermore, exponential growth in capacity is seen in many areas of classical information processing devices well beyond the number of transistors in an integrated circuit described by Moore's law, e.g., in storage capacity, RAM, power dissipation, and internet traffic. The time constant is very often in the range 1-3 years.

My question: Once scalable fault-tolerance is achieved, how should we expect the number of qubits in a single device to scale in time? Is is reasonable to think qubit capacity will follow a "quantum Moore's law", doubling perhaps every 1-2 years? Conversely, are there reasons to think qubit growth will be much faster or slower, or not exponential at all?

The exponential Moore's law scaling I am asking about here is not the same as the quadratic vs. exponential speedup enjoyed by different quantum algorithms. However, a quantum Moore's law would yield the following interesting argument about computing power for algorithms with a quadratic speedup:

  1. Assume that once quantum computers become scalable and fault tolerant, capacity (as measured in logical qubits) will plausibly follow Moore's law, doubling every ~1.5 years.

  2. When scalable, fault-tolerant quantum computation is achieved, it will start from essentially zero capacity (say, dozens of qubits).

  3. Therefore, for algorithms with quadratic speedups, the relative quantum advantage over classical computers is basically linear in total capacity. This is no better than doubling the speed of Moore's law for classical computers (i.e., double every 9 month), and it applies only for the (tiny) subset of all computations for which there is a quantum advantage.

  4. The effective doubling of Moore's law starts when quantum computers become big enough to compete with the best classical computers; quantum computers will start small, so we should not expect any initial "jump" in abilities.

(Obviously this argument does not apply to exponential speed ups.)

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    $\begingroup$ Soon computers will become self aware and put us all in cages or boxes. Then we won't need to worry about Moore's law anymore. $\endgroup$
    – safesphere
    Commented Dec 2, 2017 at 22:01
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    $\begingroup$ Moore's Law isn't about the physics of computers. It is about how much effort is being put into improving them, and how easy those improvements are to put into production. $\endgroup$
    – mmesser314
    Commented Dec 3, 2017 at 1:03
  • $\begingroup$ The first time this type of argument was made was ~20 ago, and we’re still waiting, the (unverified) claims of D-wave notwithstanding. $\endgroup$ Commented Dec 3, 2017 at 3:21
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    $\begingroup$ Does this have anything to do with physics? In the case of Moore's law, physics sets various bounds -- how small a transistor can be, thermal constraints on the geometry of chips and so on -- but I don't think it tells you anything about the nature of the law at all: that was driven entirely by engineering and economics. $\endgroup$
    – user107153
    Commented Feb 5, 2018 at 7:54
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    $\begingroup$ A very similar question seems to be getting more (and better?) attention over here: quantumcomputing.stackexchange.com/questions/1803/… $\endgroup$ Commented Apr 25, 2018 at 6:17

1 Answer 1


I don't know how it will scale in the future, but what you're looking for may be coined Rose's Law (we'll have to see what the lexicon adopts), and the typical plot every one uses is this one:

enter image description here

  • $\begingroup$ Eh, I suppose. A Google search suggests that only a handful of people have used the term "Rose's law", mostly within the small futurists community. I've never heard it used when talking to experts. $\endgroup$ Commented Feb 4, 2018 at 22:12
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    $\begingroup$ It's what I came to know when I studied Shor's Quantum Factoring algorithm in college. What the lexicon adopts remains to be seen. $\endgroup$ Commented Feb 4, 2018 at 22:15
  • $\begingroup$ Fair enough. In any case, I hadn't seen these early data points before, so that's useful. $\endgroup$ Commented Feb 4, 2018 at 22:20
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    $\begingroup$ Hi @Elaskanator, welcome to PSE! Do you think you could include a reference for both the figure, and the term "Rose's Law". I had never seen it before, and it would be nice to have a more formal source for such a name. Thanks! $\endgroup$ Commented Feb 4, 2018 at 22:47

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