Marshall, J.
A Superior Court jury convicted the defendant, Jeffrey Fowler, of rape of a child with the use of force and murder in the first degree (by reason of extreme atrocity or cruelty) of the two year old daughter of the woman with whom he was living at the time. After sentencing, the trial judge, sua sponte, set aside the guilty verdicts and ordered a new trial. See Mass. R. Grim. P. 25 (b) (2), 378 Mass. 896 (1979). The Commonwealth appeals from that order and the judge’s subsequent order denying the Commonwealth’s motion for reconsideration. We vacate the order setting side the verdicts and ordering a new [820]*820trial, with the result that the jury’s verdicts of guilty of murder in the first degree and rape are to be reinstated.
I
The Commonwealth sought to introduce in evidence deoxyribonucleic acid (DNA) test results to establish that the defendant was the source of semen recovered from an autopsy swabbing of the victim’s mouth. Forensic testing by the Federal Bureau of Investigation (FBI), using the Restriction Fragment Length Polymorphism (RFLP) method of analysis of DNA,1 concluded that DNA extracted from the semen from the victim’s mouth matched DNA extracted from a sample of the defendant’s blood.
Prior to trial, the defendant filed a motion in limine seeking to exclude any use of or reference to DNA evidence. The defendant did not challenge the RFLP analysis,2 but argued only that the statistical model used by the FBI to determine the probability that the DNA match might be random was not admissible under United States v. Frye, 293 F. 1013 (D.C. Cir. 1923), and Commonwealth v. Curnin, 409 Mass. 218 (1991).3 On November 8, 1993, the trial judge conducted a voir dire hearing [821]*821to determine the admissibility of the DNA evidence. Supervisory Special Agent John Mertens of the FBI, appearing as an expert witness for the Commonwealth, described the DNA profiling process used by the FBI in this case. Using a statistical model known as the product rule,4 Mertens estimated that the probability of the DNA sample obtained from the autopsy swabbing of the victim’s mouth matching at random someone other than the defendant was one in 800,000.5
The product rule now meets the test of scientific reliability stated in Commonwealth v. Lanigan, 419 Mass. 15, 16 (1994) (Lanigan II). See Commonwealth v. Rosier, ante 807, 813-814 (1997). But its use has been — and was at the time of the hearing — a subject of controversy. In 1992, the National Research Council (NRC)6 published a report, entitled DNA Technology in Forensic Science (hereinafter the 1992 NRC Report), in which concerns about the product rale were noted: some scientists had concluded that genetic subpopulations might exist within a large genetic database population and might affect the statistical calculation used to determine the significance of a DNA match. [822]*822To account for this possibility, the 1992 NRC Report recommended the use of a “ceiling frequency” for all DNA frequency calculations, known as the “ceiling principle.”7 See generally Lanigan II, supra at 21. When used to calculate the probability of a DNA match in the general population, the ceiling principle was believed by some scientists to produce a more conservative estimate of the frequency with which a person’s particular allele would appear in randomly selected population groups, and was thus thought to be more favorable to defendants than the product rule. See Lanigan II, supra at 23, and cases cited. Even at the time of the voir dire hearing in this case, however, the criticisms of the product rule were being questioned. The defendant’s expert witness, Laurence D. Mueller, testified that some population geneticists had taken the position that the ceiling principle is not based on sound science and is unnecessary, while others had pointed out that the ceiling principle will not always result in a conservative estimate of a DNA profile frequency, and that in some cases it may result in a DNA profile frequency estimate that is more rare than it should be.
At the voir dire hearing Mertens testified that the FBI did not agree with the NRC about the existence of genetic subpopulations. Nevertheless, he said, the FBI had conducted an additional statistical analysis in this case using the ceiling principle. Calculated according to that principle, he said the chance of a random match of DNA from the autopsy swabbing from the victim and someone other than the defendant would be approximately one in 159,000.
Because the defendant’s expert was not available at the time of the voir dire hearing, the judge made no ruling at that time; the evidence was closed “temporarily,” subject to an expert’s being called by the defendant. The trial commenced on November 29, 1993. On December 1, 1993, although the defendant had still called no DNA expert to testify, the judge again heard arguments from counsel concerning the admissibility of the Commonwealth’s DNA evidence. The judge denied the defendant’s motion in limine on December 6. On December 8, Mertens was called by the Commonwealth to testify. He told the jury that there was a match between the defendant’s DNA [823]*823and the DNA from the semen found in the victim’s mouth. He also testified that, using the ceiling principle, the probability of the DNA sample obtained from the autopsy swabbing of the victim’s mouth matching at random someone other than the defendant was approximately one in 150,000. Mertens’s testimony before the jury included no discussion of any analysis using the product rule.8 The following day, with the agreement of the Commonwealth, the judge reopened the voir dire hearing, and the defendant called Laurence D. Mueller as an expert witness. He testified outside the presence of the jury.
The only basis on which Mueller sought to challenge the Commonwealth’s DNA evidence concerned the FBI’s purported failure to follow certain procedural steps in connection with its statistical analyses using the ceiling principle.9 He explained .that the 1992 NRC Report contained several “permanent” and “interim” recommendations on statistical evaluations of DNA evidence using the ceiling principle,10 and that the procedure the FBI had followed to calculate the probability of a DNA random [824]*824match using the interim ceiling principle departed from the recommendations made in the 1992 NRC Report. The FBI did not apply the “counting method,” it failed to use all of the population databases available to it and, he said, the FBI did not follow NRC recommendations in the method the FBI used to estimate individual DNA band frequencies, called the “fixed bin” system; the NRC recommended the “floating bin” method.11 Using a larger sample of databases than those used by the FBI, and employing three different “bin” calculations, Dr. Mueller testified that he had conducted his own interim ceiling principle analysis of the DNA samples in this case, and that the likelihood of a random match was one in 136, one in 351, or one in 4,300.12
A few days after Dr.
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Marshall, J.
A Superior Court jury convicted the defendant, Jeffrey Fowler, of rape of a child with the use of force and murder in the first degree (by reason of extreme atrocity or cruelty) of the two year old daughter of the woman with whom he was living at the time. After sentencing, the trial judge, sua sponte, set aside the guilty verdicts and ordered a new trial. See Mass. R. Grim. P. 25 (b) (2), 378 Mass. 896 (1979). The Commonwealth appeals from that order and the judge’s subsequent order denying the Commonwealth’s motion for reconsideration. We vacate the order setting side the verdicts and ordering a new [820]*820trial, with the result that the jury’s verdicts of guilty of murder in the first degree and rape are to be reinstated.
I
The Commonwealth sought to introduce in evidence deoxyribonucleic acid (DNA) test results to establish that the defendant was the source of semen recovered from an autopsy swabbing of the victim’s mouth. Forensic testing by the Federal Bureau of Investigation (FBI), using the Restriction Fragment Length Polymorphism (RFLP) method of analysis of DNA,1 concluded that DNA extracted from the semen from the victim’s mouth matched DNA extracted from a sample of the defendant’s blood.
Prior to trial, the defendant filed a motion in limine seeking to exclude any use of or reference to DNA evidence. The defendant did not challenge the RFLP analysis,2 but argued only that the statistical model used by the FBI to determine the probability that the DNA match might be random was not admissible under United States v. Frye, 293 F. 1013 (D.C. Cir. 1923), and Commonwealth v. Curnin, 409 Mass. 218 (1991).3 On November 8, 1993, the trial judge conducted a voir dire hearing [821]*821to determine the admissibility of the DNA evidence. Supervisory Special Agent John Mertens of the FBI, appearing as an expert witness for the Commonwealth, described the DNA profiling process used by the FBI in this case. Using a statistical model known as the product rule,4 Mertens estimated that the probability of the DNA sample obtained from the autopsy swabbing of the victim’s mouth matching at random someone other than the defendant was one in 800,000.5
The product rule now meets the test of scientific reliability stated in Commonwealth v. Lanigan, 419 Mass. 15, 16 (1994) (Lanigan II). See Commonwealth v. Rosier, ante 807, 813-814 (1997). But its use has been — and was at the time of the hearing — a subject of controversy. In 1992, the National Research Council (NRC)6 published a report, entitled DNA Technology in Forensic Science (hereinafter the 1992 NRC Report), in which concerns about the product rale were noted: some scientists had concluded that genetic subpopulations might exist within a large genetic database population and might affect the statistical calculation used to determine the significance of a DNA match. [822]*822To account for this possibility, the 1992 NRC Report recommended the use of a “ceiling frequency” for all DNA frequency calculations, known as the “ceiling principle.”7 See generally Lanigan II, supra at 21. When used to calculate the probability of a DNA match in the general population, the ceiling principle was believed by some scientists to produce a more conservative estimate of the frequency with which a person’s particular allele would appear in randomly selected population groups, and was thus thought to be more favorable to defendants than the product rule. See Lanigan II, supra at 23, and cases cited. Even at the time of the voir dire hearing in this case, however, the criticisms of the product rule were being questioned. The defendant’s expert witness, Laurence D. Mueller, testified that some population geneticists had taken the position that the ceiling principle is not based on sound science and is unnecessary, while others had pointed out that the ceiling principle will not always result in a conservative estimate of a DNA profile frequency, and that in some cases it may result in a DNA profile frequency estimate that is more rare than it should be.
At the voir dire hearing Mertens testified that the FBI did not agree with the NRC about the existence of genetic subpopulations. Nevertheless, he said, the FBI had conducted an additional statistical analysis in this case using the ceiling principle. Calculated according to that principle, he said the chance of a random match of DNA from the autopsy swabbing from the victim and someone other than the defendant would be approximately one in 159,000.
Because the defendant’s expert was not available at the time of the voir dire hearing, the judge made no ruling at that time; the evidence was closed “temporarily,” subject to an expert’s being called by the defendant. The trial commenced on November 29, 1993. On December 1, 1993, although the defendant had still called no DNA expert to testify, the judge again heard arguments from counsel concerning the admissibility of the Commonwealth’s DNA evidence. The judge denied the defendant’s motion in limine on December 6. On December 8, Mertens was called by the Commonwealth to testify. He told the jury that there was a match between the defendant’s DNA [823]*823and the DNA from the semen found in the victim’s mouth. He also testified that, using the ceiling principle, the probability of the DNA sample obtained from the autopsy swabbing of the victim’s mouth matching at random someone other than the defendant was approximately one in 150,000. Mertens’s testimony before the jury included no discussion of any analysis using the product rule.8 The following day, with the agreement of the Commonwealth, the judge reopened the voir dire hearing, and the defendant called Laurence D. Mueller as an expert witness. He testified outside the presence of the jury.
The only basis on which Mueller sought to challenge the Commonwealth’s DNA evidence concerned the FBI’s purported failure to follow certain procedural steps in connection with its statistical analyses using the ceiling principle.9 He explained .that the 1992 NRC Report contained several “permanent” and “interim” recommendations on statistical evaluations of DNA evidence using the ceiling principle,10 and that the procedure the FBI had followed to calculate the probability of a DNA random [824]*824match using the interim ceiling principle departed from the recommendations made in the 1992 NRC Report. The FBI did not apply the “counting method,” it failed to use all of the population databases available to it and, he said, the FBI did not follow NRC recommendations in the method the FBI used to estimate individual DNA band frequencies, called the “fixed bin” system; the NRC recommended the “floating bin” method.11 Using a larger sample of databases than those used by the FBI, and employing three different “bin” calculations, Dr. Mueller testified that he had conducted his own interim ceiling principle analysis of the DNA samples in this case, and that the likelihood of a random match was one in 136, one in 351, or one in 4,300.12
A few days after Dr. Mueller had given his voir dire testimony, and as the trial progressed, the judge denied the defendant’s attempt to exclude the testimony of Mertens that the jury previously had heard. Dr. Mueller never testified before the jury. On December 17, 1993, the jury convicted the defendant. The defendant promptly moved pursuant to rule 25 (b) (2) that the judge enter verdicts of not guilty, or order a new trial. The judge denied the motion. On January 7, 1994, the defendant was sentenced to life in prison pursuant to G. L. c. 265, § 1, on the murder conviction, and to a concurrent life sentence on the rape conviction.
On February 11, 1994, the judge sua sponte issued a statement on the record in which he said that he had reconsidered the defendant’s postconviction motion under rule 25 (b) (2), and [825]*825that he would, as a matter of law, allow the motion, set aside the verdicts, and order a new trial. On March 31, 1994, the judge issued findings of fact and rulings of law in which he explained his decision; he concluded that the significance of the DNA match analyzed under the ceiling principle was not scientifically reliable and that the Commonwealth’s DNA evidence should have been excluded. On November 23, 1994, the Commonwealth moved for reconsideration of the judge’s decision, in light of Lanigan II,13 which the motion judge denied on March 16, 1995. He ruled that although Lanigan II had determined that the ceiling principle was a reliable statistical methodology, the decision did not establish a per se rule as to the admissibility of the analysis in every case. Rather, the judge reasoned, his focus was “on whether the calculation procedure employed by the FBI in this case was a true and accurate execution of the ceiling principle.” He concluded that the FBI’s interim ceiling principle analysis was inadmissible because the FBI had failed to follow the recommendations in the 1992 NRC Report.
n
Under rule 25 (b) (2),14 a trial judge has the discretion to award a new trial on the ground that the verdict, although supported by legally sufficient evidence, is against the weight of [826]*826the evidence, or because the integrity of the evidence is suspect. See Commonwealth v. Doucette, 408 Mass. 454, 456 (1990), and cases cited. It is clear here that the judge’s decision to set aside the verdicts and to award a new trial was grounded solely on his conclusion that the FBI’s use of the interim ceiling principle to calculate the DNA profile frequency was not scientifically reliable. Because of developments that have occurred since his ruling, which we describe below, we conclude that in this case the judge’s order must be vacated.
In Commonwealth v. Vao Sok, ante 787, 796-798 (1997), we today explain the standard we exercise when reviewing a trial judge’s ruling on the admissibility of scientific evidence.15 First, when examining a trial judge’s determination of the scientific validity of á particular methodology we said that “our review is de novo because a trial judge’s conclusion will have applicability beyond the facts of the case before him.” Id. at 797. Once we resolve the issue of the over-all scientific validity of the particular methodology, our review of the judge’s rulings on admissibility “turns to traditional evidentiary inquiries.” Id. at 798. At this stage “[t]he burden is on the proponent to show that the testifying expert properly performed a scientifically valid methodology in arriving at his opinion.” Id. at 798, and cases cited.
Applying these standards of review, we turn to the judge’s rulings concerning the admissibility of the Commonwealth’s DNA evidence, in particular the scientific reliability of the statistical models used by the Commonwealth to describe the significance of the DNA match. This requires that we describe first a development in the relevánt scientific community that occurred after the posttrial motions in this case. In 1996 the NRC issued a new report entitled The Evaluation of Forensic DNA Evidence (1996 NRC Report), in which the NRC revised its earlier view on the ceiling principle analysis. The 1996 NRC Report at 5 recommended that in general the calculation of a [827]*827DNA profile frequency should be made using the product rule.16 The NRC noted that it shared the view of those scientists who had criticized the ceiling principle “on practical and statistical grounds” and who see “no scientific justification” for the use of the ceiling principle. It agreed, it said, with the “wide[] criticisms” of the interim ceiling principle.17 The 1996 NRC Report concluded that “sufficient data have been gathered to establish that neither ceiling principle is needed.”18 Id. at 35. The 1996 NRC Report also determined that the counting method was not required: “Since we believe that the abundant data make the ceiling principles unnecessary, this is true a fortiori for the direct counting method.” Id. at 159. We conclude that neither the ceiling principle nor the interim ceiling principle is required for DNA profile frequencies.
The judge did not, of course, have the benefit of the 1996 NRC Report. In his 1994 ruling, made before our decision Lanigan II, he concluded that the ceiling principle, and its application here, did not meet the requirements of scientific reliability. In his March, 1995, order denying the Commonwealth’s motion to reconsider, he “assume[d] without deciding” that the ceiling and interim ceiling principles were scientifically valid, but concluded that the FBI’s application of the interim ceiling principle was unreliable. It is now clear that the concerns that the judge had, both with respect to the interim ceiling principle [828]*828generally and as applied by the FBI in this case, are no longer valid.
As described above, the 1996 NRC Report repudiated the need for the ceiling principle analysis, and any possible failings of the FBI in executing the ceiling principle (and, in light of that Report, we are not persuaded that there were any such failings) are also laid to rest.19 Moreover, there is nothing on this record to suggest that the FBI’s analysis using the product rule to calculate the DNA profile frequency was invalid. In these circumstances we conclude that there is no prejudice to the defendant by the admission of the Commonwealth’s DNA profile frequency evidence.20 The jury convicted the defendant in the face of the FBI expert’s testimony at trial that the likeli[829]*829hood of the DNA match with the defendant occurring at random was one in 150,000. The FBI expert testified at the voir dire hearing (but not at trial) that the probability of a random match using the product rule was one in 800,000. That result, if introduced in evidence, would have been far more prejudicial to the defendant than the results of the FBI’s analysis using the ceiling principle.21
In our two-pronged review of the admission of scientific evidence, we afford great deference to the decisions of trial judges concerning the reliability of the application of a scientific technique in a particular case. But in this case all of the judge’s concerns stem from challenges to the ceiling principle that have since been resolved by the 1996 NRC Report and related studies.
The order setting aside the defendant’s verdicts and granting the defendant a new trial is vacated and the jury’s verdicts of murder in the first degree and rape are reinstated. Sentence is to be imposed in the Superior Court.
So ordered.