# Statistical Randomness Testing on NIST SP 800-22 Source: [Statistical Randomness Testing on NIST SP 800-22]() Collection index: [llms.txt]() Data updated: 2026-03-16T09:49:25.575Z Evaluation of statistical randomness properties using the NIST SP 800-22 test suite, reporting results across numerous specific statistical tests (e.g., P-Value, Entropy, Runs, DFT). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Statistical Randomness Testing | | Dataset (including any stated split) | NIST SP 800-22 | | Metric | Pass Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Pass Rate](): Higher is better; unit: PERCENT. - [P-Value](): Higher is better; unit: SCALAR. - [Status](): Higher is better; unit: SCALAR. - [Frequency Test](): Higher is better; unit: SCALAR. - [Block Frequency Test](): Higher is better; unit: SCALAR. - [Cumulative Sums Test (Forward)](): Higher is better; unit: SCALAR. - [Cumulative Sums Test (Backward)](): Higher is better; unit: SCALAR. - [Runs Test](): Higher is better; unit: SCALAR. - [Longest Run Test](): Higher is better; unit: SCALAR. - [Matrix Rank Test](): Higher is better; unit: SCALAR. - [DFT Test](): Higher is better; unit: SCALAR. - [Non-Overlapping Template Test](): Higher is better; unit: SCALAR. - [Overlapping Template Test](): Higher is better; unit: SCALAR. - [Universal Statistical Test](): Higher is better; unit: SCALAR. - [Approximate Entropy Test](): Higher is better; unit: SCALAR. - [Random Excursions Test (8 Variants)](): Higher is better; unit: SCALAR. - [Random Excursions Variant Test](): Higher is better; unit: SCALAR. - [Serial Test (2 Variants)](): Higher is better; unit: SCALAR. - [Linear Complexity Test](): Higher is better; unit: SCALAR. ## Recorded results | Method | Pass Rate | Result date | Report paper | | --- | --- | --- | --- | | EGC128 | 100 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 100 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 99 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 98 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 98 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 96 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 59 | Not recorded | 69b78e5d0636e5bf4afbda31 | | EGC128 | 59 | Not recorded | 69b78e5d0636e5bf4afbda31 | ### EGC128 Pass Rate: 100. Result ID: 69b7d0bd47f34ce9249fe8e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Block Frequency"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 100. Result ID: 69b7d0bd47f34ce9249fe8ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Matrix Rank"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Frequency"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Cumulative Sums (forward)"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Cumulative Sums (backward)"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Longest Run"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Discrete Fourier Transform"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Overlapping Template"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Universal Statistical"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Approximate Entropy"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 99. Result ID: 69b7d0bd47f34ce9249fe8f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Linear Complexity"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 98. Result ID: 69b7d0bd47f34ce9249fe8eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Runs"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 98. Result ID: 69b7d0bd47f34ce9249fe8f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Serial (2 variants)"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 96. Result ID: 69b7d0bd47f34ce9249fe8ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Non-Overlapping Template"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 59. Result ID: 69b7d0bd47f34ce9249fe8f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Random Excursions (8 variants)"}. This record does not assert independent reproduction. ### EGC128 Pass Rate: 59. Result ID: 69b7d0bd47f34ce9249fe8f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input source":"random plaintext encryption","Total bits tested":"10^8","Number of sequences":"100","Test Category":"Random Excursions Variant (18)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.