diff --git a/README.md b/README.md
index 9b022e8..c10f40e 100644
--- a/README.md
+++ b/README.md
@@ -28,6 +28,8 @@ Learning/Testing, results are inaccurate.
 The following scripts are in the repo:
 
 * `wut` --- Feed it an observation ID and it returns if it is a "good", "bad", or "failed" observation.
+* `wut-compare` --- Compare an observation IDs' presumably human vetting with a `wut` vetting.
+* `wut-compare-all` --- Compare all the observations in `download/` with `wut` vettings.
 * `wut-dl-sort` --- Populate `data/` dir with waterfalls from `download/`.
 * `wut-ml` --- Main machine learning Python script using Tensorflow and Keras.
 * `wut-obs` --- Download the JSON for an observation ID.
diff --git a/wut-compare b/wut-compare
new file mode 100755
index 0000000..d008a21
--- /dev/null
+++ b/wut-compare
@@ -0,0 +1,23 @@
+#!/bin/bash
+# wut-compare
+#
+# Check the results of a prediction against vetted results
+#
+# Usage:
+# wut-compare [Observation ID]
+# Example:
+# wut-compare 1468165
+#
+
+OBSID="$1"
+
+# Download observation
+./wut-water $OBSID
+
+# Get previous rating
+VET=`cat download/$OBSID/$OBSID.json | jq --compact-output '.[0] | {vetted_status}' | cut -f 2 -d ":" | sed -e 's/}//g' -e 's/"//g'`
+echo "Vetted Status: $VET"
+
+# Get Machine Learning Result
+./wut $OBSID
+
diff --git a/wut-compare-all b/wut-compare-all
new file mode 100755
index 0000000..4606f74
--- /dev/null
+++ b/wut-compare-all
@@ -0,0 +1,37 @@
+#!/bin/bash
+# wut-compare-all
+#
+# Check the results of a prediction against vetted results.
+# Uses all files in download directory
+#
+# Usage:
+# wut-compare-all
+# Example:
+# wut-compare-all
+#
+
+MAIN_DIR=`pwd`
+
+cd download/ || exit
+
+GOOD_SCORE=0
+BAD_SCORE=0
+for OBSID in *
+do
+	echo -n "$OBSID "
+	cd $MAIN_DIR
+	# Get previous rating
+	VET=`cat download/$OBSID/$OBSID.json | jq --compact-output '.[0] | {vetted_status}' | cut -f 2 -d ":" | sed -e 's/}//g' -e 's/"//g'`
+	echo -n "Vet: $VET "
+
+	# Get Machine Learning Result
+	WUT_VET=`./wut $OBSID | cut -f 2 -d " "`
+	echo -n "Wut: $WUT_VET "
+	if [ $VET = $WUT_VET ] ; then
+	let GOOD_SCORE=$GOOD_SCORE+1
+	else
+	let BAD_SCORE=$BAD_SCORE+1
+	fi
+	echo "SCORE: Good $GOOD_SCORE, Bad $BAD_SCORE"
+done
+