Intel Xeon 6975P-C Benchmarks

Incremental, causal technical analysis documentation

These results were collected on 2026-07-19. Public documentation identifies benchmark systems by CPU type rather than hostname.

System

Run command:

python benchmarks/benchmark_readme.py --samples 50000 --repeat 5 --warmup 1 --output <benchmark-output.md>

Latency Snapshot

Algorithm Inputs update only: advance(...) ns/update update + return: update(...) ns/update
AbsolutePriceOscillator 1 23.7 28.4
AccelerationBands 3 48.3 73.4
AcceleratorOscillator 2 39.2 44.8
AccumulationDistribution 4 53.1 59.3
AccumulativeSwingIndex 4 66.3 65.1
ADWIN 1 426 432
Alligator 2 39.2 72.1
AlphaBetaGammaTrackingFilter 1 24.7 56.2
AmihudIlliquidity 2 36.4 40.9
AnchoredVWAP 5 63.1 67.7
ArnaudLegouxMovingAverage 1 27.5 31.5
Aroon 2 59.3 84.1
AroonOscillator 2 59.1 64.8
ATR 3 46.6 51.5
ATRP 3 47.9 51.1
ATRRegimeDetector 3 49.1 51.8
AuctionContinuousMarketTransitionDetector 1 23.4 28.7
AverageDirectionalMovementIndex 3 56.0 60.5
AverageDirectionalMovementIndexRating 3 58.3 61.1
AveragePrice 4 52.4 57.6
AwesomeOscillator 2 38.9 43.5
BalanceOfPower 4 52.2 58.9
Beta 2 35.8 41.2
BetaRegimeDetector 2 37.6 42.6
Bias 1 23.9 29.2
BidAskBounceRegimeDetector 3 52.7 57.8
BollingerBands 1 24.0 59.5
BollingerBandwidth 1 25.3 29.9
BollingerPercentB 1 25.1 29.7
BoundedBOCPD 1 1130 1133
CalibrationDriftDetector 2 35.9 39.8
ChaikinMoneyFlow 4 55.8 60.8
ChaikinOscillator 4 56.6 59.7
ChaikinVolatility 2 36.9 42.5
ChandelierExit 3 69.1 97.8
ChandeMomentumOscillator 1 30.0 35.0
ChoppinessIndex 3 80.5 85.3
ClosePressureReversalSignal 5 137 167
CointegrationBreakdownMonitor 2 38.5 42.9
CommodityChannelIndex 3 52.1 56.1
ComparativeRelativeStrength 2 34.6 40.5
ConnorsRSI 1 51.8 59.8
CoppockCurve 1 27.1 31.3
Correlation 2 37.6 42.5
CorrelationRegimeDetector 2 39.4 41.9
CrossAssetCorrelationBreakDetector 2 42.8 47.6
CumulativeReturn 1 22.5 27.3
CUSUM 1 24.8 31.3
DailyLogReturn 1 22.6 31.8
DailyReturn 1 22.9 27.4
DDM 1 25.6 31.3
Delay 1 22.2 27.9
DeMarker 2 37.1 42.3
DetrendedPriceOscillator 1 24.2 29.6
DirectionalMovementIndex 3 56.4 59.4
DonchianChannel 3 69.8 99.4
DoubleEMA 1 23.0 28.7
EaseOfMovement 3 48.9 70.4
EDDM 1 26.4 30.9
EfficiencyRatio 1 23.5 29.3
EhlersCenterOfGravity 1 29.5 62.5
EhlersCyberCycle 1 25.2 56.6
EhlersDecycler 1 23.5 55.6
EhlersInstantaneousTrendline 1 23.0 56.1
EhlersOptimalTrackingFilter 2 36.8 40.8
EhlersRoofingFilter 1 23.6 57.1
EhlersSuperSmoother 1 22.3 28.5
ElderRayIndex 3 45.7 68.7
EMA 1 22.5 28.0
EWMA 1 22.0 27.6
EWMAZScoreShiftDetector 1 29.9 35.1
ExecutionCostSlippageRegimeDetector 3 47.3 52.2
FastStochastic 3 72.8 99.6
FeatureDistributionDriftDetector 1 426 432
FibonacciRetracementLevels 2 57.5 84.0
FisherTransform 2 68.2 72.2
ForceIndex 2 35.9 40.4
FractalAdaptiveMovingAverage 1 67.3 71.9
GatorOscillator 2 40.2 66.8
GaussianProcessRegressionBands 1 785 825
GeometricMovingAverage 1 27.2 37.6
GuppyMultipleMovingAverage 1 29.9 61.6
HDDM 1 35.7 40.1
HeikinAshiTransform 4 54.6 80.0
HiddenSemiMarkovRegimeFilter 1 82.9 87.7
High 1 35.3 40.9
HighIndex 1 35.1 40.4
HighLow 1 42.7 74.1
HighLowIndex 1 42.3 74.5
HilbertDominantCyclePeriod 1 426 428
HilbertDominantCyclePhase 1 426 427
HilbertPhasor 1 426 457
HilbertSineWave 1 425 458
HilbertTrendline 1 426 428
HilbertTrendMode 1 426 428
HistoricalVolatility 1 28.6 36.0
HitRateDriftDetector 1 22.8 28.2
HullMovingAverage 1 28.8 31.9
Ichimoku 3 91.7 116
InteractingMultipleModelFilter 1 167 195
IntradayClockEchoSignal 5 184 212
IntradayIntensity 4 56.1 60.3
IntradayMomentumIndex 2 44.1 47.8
InverseFisherRSI 1 33.2 54.6
KagiChart 1 28.5 60.1
KalmanExtremumTrend 3 112 143
KalmanHedgeRatio 2 96.0 131
KalmanInnovationZScore 1 87.8 91.0
KalmanLocalLinearTrend 1 82.4 121
KalmanMovingAverage 1 82.2 85.8
KalmanPredictionBands 1 99.6 124
KalmanRegressionChannel 2 99.4 124
KalmanTrendSignal 1 89.3 118
KalmanVelocityOscillator 1 81.8 85.9
Kama 1 24.2 29.1
KeltnerChannel 3 46.7 73.9
KeltnerChannelOriginal 3 49.0 76.6
KlingerVolumeOscillator 4 64.3 87.3
KSTOscillator 1 32.6 72.3
KSWIN 1 2109 2114
KyleLambda 2 42.7 47.3
LeadLagRegimeDetector 2 37.8 42.4
LinearRegression 1 35.7 29.0
LinearRegressionAngle 1 35.6 39.8
LinearRegressionIntercept 1 35.5 29.5
LinearRegressionSlope 1 35.3 29.1
LiquidityDroughtDetector 3 47.5 52.5
LiquidityRegimeDetector 2 36.0 41.5
Low 1 34.8 39.9
LowIndex 1 34.3 40.5
MACD 1 25.0 56.3
MACDExt 1 26.3 56.3
MACDFix 1 24.5 56.0
MarketFacilitationIndex 3 44.2 50.0
MarketOpenCloseTransitionDetector 1 22.7 29.1
MassIndex 2 36.8 42.6
MatchedFlowConformalSignal 5 1177 1204
McGinleyDynamic 1 33.8 42.8
MedianPrice 2 33.9 39.5
MesaAdaptiveMovingAverage 1 76.0 114
MicrostructureNoiseRegimeDetector 3 47.4 51.7
MidPoint 1 43.3 47.0
MidPrice 2 59.5 65.3
MinusDirectionalIndicator 3 53.7 58.4
MinusDirectionalMovement 2 41.9 47.5
Momentum 1 23.0 28.5
MoneyFlowIndex 4 64.2 72.3
MovingAverageEnvelope 1 25.0 57.8
NadarayaWatsonEnvelope 1 72.0 108
NegativeVolumeIndex 2 40.4 43.4
NormalizedATR 3 46.2 51.0
OnBalanceVolume 2 39.6 44.4
OnlineGaussianMixtureRegimeFilter 1 133 138
OnlineHMMRegimeFilter 1 78.2 81.4
OnlineMarkovSwitchingVolatilityFilter 1 82.5 85.4
OrderFlowImbalance 4 63.4 69.1
OrderFlowImbalanceRegimeDetector 4 62.2 67.4
PageHinkley 1 27.9 32.4
PairsSpreadRegimeDetector 2 37.6 42.5
ParabolicSAR 2 36.7 41.6
ParabolicSARExtended 2 36.9 40.8
ParticleFilterTrend 1 3528 3573
PercentagePrice 1 25.5 55.8
PercentageVolume 1 24.6 56.3
PivotPoints 3 45.4 72.2
PlusDirectionalIndicator 3 58.1 58.9
PlusDirectionalMovement 2 41.5 46.5
PointAndFigure 1 24.8 60.2
PositiveVolumeIndex 2 41.7 44.2
PredictionErrorDriftDetector 2 37.2 42.1
PrettyGoodOscillator 3 47.8 52.0
PsychologicalLine 1 29.0 34.4
QStick 2 35.3 40.3
QuoteMessageRateRegimeDetector 1 28.4 32.6
QuoteStuffingDetector 2 36.9 41.5
RandomWalkIndex 3 69.4 94.7
RateOfChangePercentage 1 22.9 28.8
RateOfChangeRatio 1 22.3 27.7
RateOfChangeRatio100 1 22.2 28.2
RealizedVarianceRegimeDetector 1 25.5 30.4
RelativeVigorIndex 4 63.0 92.6
RelativeVolatilityIndex 1 32.9 68.4
RenkoBrickGenerator 1 24.9 54.1
ResidualDriftDetector 1 24.8 28.7
ROC 1 22.2 28.3
RollingBetaShiftDetector 2 42.9 47.4
RollingCorrelationShiftDetector 2 45.3 49.7
RollingMeanShiftDetector 1 34.3 43.1
RollingMeanVarianceShiftDetector 1 46.3 54.1
RollingMedian 1 193 199
RollingSpreadLiquidityShiftDetector 4 58.7 62.3
RollingVarianceShiftDetector 1 37.0 45.8
RSI 1 29.6 34.9
SavitzkyGolayFilter 1 38.4 67.8
SchaffTrendCycle 1 47.7 53.5
SMA 1 22.9 28.3
SmoothedMovingAverage 1 22.8 28.7
SpreadExplosionDetector 2 36.5 40.5
SpreadFeatures 3 54.4 76.9
SpreadRegimeDetector 2 38.4 43.3
SqueezeMomentum 3 98.2 127
StdDev 1 23.9 28.6
StickyHMMRegimeFilter 1 77.8 79.2
Stochastic 3 74.4 101
StochasticMomentumIndex 3 74.7 100
StochRSI 1 59.7 66.0
Summation 1 23.4 28.4
SuperTrend 3 55.4 86.4
SwingIndex 4 69.5 68.7
T3MovingAverage 1 26.6 31.5
ThresholdRegimeDetector 1 22.5 28.2
TimeSeriesForecast 1 35.5 29.0
TradeIntensityRegimeDetector 1 29.4 34.8
TrendChopRegimeDetector 3 48.3 52.8
TrendIntensityIndex 1 26.7 31.4
TriangularMovingAverage 1 25.7 30.3
TripleEMA 1 24.1 30.0
Trix 1 25.5 30.3
TrueRange 3 45.0 51.5
TSI 1 26.2 31.3
TwiggsMoneyFlow 4 55.7 61.5
TwoFactorKalmanTrendFilter 1 90.0 123
TypicalPrice 3 44.5 50.4
UlcerIndex 1 36.4 41.1
UltimateOscillator 3 51.5 57.9
VariableIndexDynamicAverage 1 32.1 36.3
Variance 1 22.5 28.9
VerticalHorizontalFilter 1 49.3 54.9
VolatilityBreakoutDetector 1 23.7 29.3
VolatilityCompressionExpansionDetector 1 26.4 31.0
VolatilityRegimeDetector 1 23.9 29.5
VolumeOscillator 1 24.5 29.9
VolumePriceTrend 2 36.0 40.2
VolumeProfile 2 163 198
VolumeRegimeDetector 1 30.0 34.0
VolumeWeightedAveragePrice 4 56.9 60.3
VolumeWeightedMovingAverage 2 35.5 42.0
Vortex 3 47.8 74.8
VPIN 2 79.8 83.7
WaveTrend 3 51.7 82.5
WeightedClosePrice 3 44.9 50.4
WeightedMovingAverage 1 23.1 28.5
WilliamsAD 3 50.6 54.6
WilliamsFractals 2 47.8 72.3
WilliamsR 3 69.9 73.7
ZeroLagEMA 1 24.8 28.7
ZigZagSwingDetector 1 24.9 58.3