diff --git a/doc/sphinx/03_vibe/vibe.rst b/doc/sphinx/03_vibe/vibe.rst
index a8f31816..6bfcd96b 100644
--- a/doc/sphinx/03_vibe/vibe.rst
+++ b/doc/sphinx/03_vibe/vibe.rst
@@ -31,7 +31,6 @@ as well as computing an auxiliary quantity :math:`d` that resemebles a kinetic e
    d = \frac{1}{2} q^0 \mathbf{u}\cdot\mathbf{u}.
 
 Parthenon-VIBE makes use of a Godunov-type finite volume scheme with options for slope-limited linear or WENO5 reconstruction, HLL fluxes, and second order Runge-Kutta time integration.
-Characteristics
 
 
 Figure of Merit
@@ -78,7 +77,7 @@ On Crossroads the relevant modules for the results shown here are:
 
 .. code-block:: bash
 
-   intel/2023.2.0 cray-mpich/8.1.25 
+   intel-classic/2023.2.0 cray-mpich/8.1.25 
 
 ..
 
@@ -102,6 +101,8 @@ The benchmark includes an input file ``_burgers.pin_`` that specifies the base (
 
 The executable `burgers-benchmark` will be built in `parthenon/build/benchmarks/burgers/` and can be run as, e.g.
 
+Note that the 
+
 .. code-block:: bash
 
    NX=128
@@ -199,6 +200,12 @@ Throughput performance of Parthenon-VIBE on a 40GB A100 is provided within the f
 
    VIBE Throughput Performance on A100
 
+
+Validation
+==========
+
+
+
 References
 ==========
 
diff --git a/doc/sphinx/09_Microbenchmarks/M3_OSUMB/OSU_ats3_results.csv b/doc/sphinx/09_Microbenchmarks/M3_OSUMB/OSU_ats3_results.csv
index 14cb042d..53183682 100644
--- a/doc/sphinx/09_Microbenchmarks/M3_OSUMB/OSU_ats3_results.csv
+++ b/doc/sphinx/09_Microbenchmarks/M3_OSUMB/OSU_ats3_results.csv
@@ -1,12 +1,12 @@
 "Test","Rank settings","Message Size","Nodes","Result"
-"osu_latency","1 per node","8 B","2",
-"osu_bibw","1 per node","1 MB","2",
-"osu_mbw_mr","1 per NIC","16 KB","2",
-"osu_mbw_mr","1 per core","16 KB","2",
-"osu_get_acc_latency","1 per node","8 B","2",
-"osu_get","1 per node","8 B","2",
-"osu_put","1 per node","8 B","2",
-"osu_barrier","1 per physical core","N/A","full-system",
-"osu_ibarrier","1 per physical core","N/A","full-system",
-"osu_allreduce","1 per physical core","8B, 25 MB","full-system",
-"osu_alltoall","1 per physical core","1 MB","full-system",
\ No newline at end of file
+"osu_latency","1 per node","8 B","2","1.61 us"
+"osu_bibw","1 per node","1 MB","2","45307.17 MB/s"
+"osu_mbw_mr","1 per NIC","16 KB","2","49656.45 MB/s"
+"osu_mbw_mr","1 per core","16 KB","2","45198.46 MB/s"
+"osu_get_acc_latency","1 per node","8 B","2","10.85 us"
+"osu_get","1 per node","8 B","2","3.59 us"
+"osu_put","1 per node","8 B","2","4.87 us"
+"osu_barrier","1 per physical core","N/A","full-system","550.66 us"
+"osu_ibarrier","1 per physical core","N/A","full-system","4802.82  us"
+"osu_allreduce","1 per physical core","8B, 16 MB","full-system","345.55, 2477365.95 us"
+"osu_alltoall","1 per node","8B","full-system","1954.35 us"
\ No newline at end of file
diff --git a/doc/sphinx/09_Microbenchmarks/M6_IOR/IOR.rst b/doc/sphinx/09_Microbenchmarks/M6_IOR/IOR.rst
index 6a33b1ce..4127b1e1 100644
--- a/doc/sphinx/09_Microbenchmarks/M6_IOR/IOR.rst
+++ b/doc/sphinx/09_Microbenchmarks/M6_IOR/IOR.rst
@@ -20,9 +20,6 @@ The github repo also contains mdtest.
 Problem
 -------
 
-Figure of Merit
----------------
-
 Run Rules
 ---------
 
@@ -71,6 +68,7 @@ Crossroads
 
 Full system tests were run with 5000 nodes and 10 tasks per node.
 Single node tests were run with 112 tasks per node.
+This test was compiled with cce/16.0.0 and cray-mpich/8.1.26.
 
 .. csv-table:: IOR benchmark 
    :file: ats3_ior.csv
diff --git a/doc/sphinx/09_Microbenchmarks/M6_IOR/ats3_ior.csv b/doc/sphinx/09_Microbenchmarks/M6_IOR/ats3_ior.csv
index 970bc06a..a5476c9f 100644
--- a/doc/sphinx/09_Microbenchmarks/M6_IOR/ats3_ior.csv
+++ b/doc/sphinx/09_Microbenchmarks/M6_IOR/ats3_ior.csv
@@ -1,5 +1,5 @@
 Node_Config,MPIIO_task,POSIX_task,MPIIO_shared,POSIX_shared
 "Single Write",38615.88,38508.96,35964.32,37724.38
 "Single Read",41830.12,42963.57,41933.79,42000.99
-"Full System Write",1213100.17,1292122.2,,
-"Full System Read",863661.43,858742.17,,
\ No newline at end of file
+"Full System Write",1213100.17,1292122.2,TBD,TBD
+"Full System Read",863661.43,858742.17,TBD,TBD
\ No newline at end of file