diff --git a/modules/calib3d/perf/perf_pnp.cpp b/modules/calib3d/perf/perf_pnp.cpp
index 746f548e84..b32b96cae2 100644
--- a/modules/calib3d/perf/perf_pnp.cpp
+++ b/modules/calib3d/perf/perf_pnp.cpp
@@ -1,4 +1,5 @@
 #include "perf_precomp.hpp"
+#include "opencv2/core/internal.hpp"
 
 using namespace std;
 using namespace cv;
@@ -48,7 +49,10 @@ PERF_TEST_P(PointsNum_Algo, solvePnP,
 
     declare.in(points3d, points2d);
 
-    TEST_CYCLE_N(1000) solvePnP(points3d, points2d, intrinsics, distortion, rvec, tvec, false, algo);
+    TEST_CYCLE_N(1000)
+    {
+        solvePnP(points3d, points2d, intrinsics, distortion, rvec, tvec, false, algo);
+    }
 
     SANITY_CHECK(rvec, 1e-6);
     SANITY_CHECK(tvec, 1e-6);
@@ -83,7 +87,10 @@ PERF_TEST(PointsNum_Algo, solveP3P)
 
     declare.in(points3d, points2d);
 
-    TEST_CYCLE_N(1000) solvePnP(points3d, points2d, intrinsics, distortion, rvec, tvec, false, CV_P3P);
+    TEST_CYCLE_N(1000)
+    {
+        solvePnP(points3d, points2d, intrinsics, distortion, rvec, tvec, false, CV_P3P);
+    }
 
     SANITY_CHECK(rvec, 1e-6);
     SANITY_CHECK(tvec, 1e-6);
@@ -117,9 +124,10 @@ PERF_TEST_P(PointsNum, SolvePnPRansac, testing::Values(4, 3*9, 7*13))
     Mat rvec;
     Mat tvec;
 
-    solvePnPRansac(object, image, camera_mat, dist_coef, rvec, tvec);
-
-    declare.time(3.0);
+#ifdef HAVE_TBB
+    // limit concurrency to get determenistic result
+    cv::Ptr<tbb::task_scheduler_init> one_thread = new tbb::task_scheduler_init(1);
+#endif
 
     TEST_CYCLE()
     {
diff --git a/modules/calib3d/src/solvepnp.cpp b/modules/calib3d/src/solvepnp.cpp
index 125d7a9fa6..25988be48a 100644
--- a/modules/calib3d/src/solvepnp.cpp
+++ b/modules/calib3d/src/solvepnp.cpp
@@ -260,6 +260,8 @@ namespace cv
             {
                 rvec.copyTo(initRvec);
                 tvec.copyTo(initTvec);
+
+                generator.state = theRNG().state; //to control it somehow...
             }
         private:
             PnPSolver& operator=(const PnPSolver&);
diff --git a/modules/ts/src/ts_perf.cpp b/modules/ts/src/ts_perf.cpp
index 5467d618da..a59880afdc 100644
--- a/modules/ts/src/ts_perf.cpp
+++ b/modules/ts/src/ts_perf.cpp
@@ -674,6 +674,8 @@ cv::Size TestBase::getSize(cv::InputArray a)
 bool TestBase::next()
 {
     bool has_next = ++currentIter < nIters && totalTime < timeLimit;
+    cv::theRNG().state = param_seed; //this rng should generate same numbers for each run
+
 #ifdef ANDROID
     if (log_power_checkpoints)
     {
@@ -948,7 +950,6 @@ void TestBase::SetUp()
     currentIter = (unsigned int)-1;
     timeLimit = timeLimitDefault;
     times.clear();
-    cv::theRNG().state = param_seed;//this rng should generate same numbers for each run
 }
 
 void TestBase::TearDown()