diff --git a/Handler/CreateChallenge.hs b/Handler/CreateChallenge.hs
index 69fd9b9..b2001ae 100644
--- a/Handler/CreateChallenge.hs
+++ b/Handler/CreateChallenge.hs
@@ -12,6 +12,7 @@ import GEval.Core
 import GEval.OptionsParser
 import GEval.EvaluationScheme
 import GEval.Validation
+import GEval.Common (FormattingOptions(..))
 
 import Gonito.ExtractMetadata (getLastCommitMessage)
 
@@ -392,7 +393,7 @@ insertOrUpdateTest testDir challengeId checksum commit opts (priority, metric) =
   mAlreadyExistingTest <- getBy $ UniqueChallengeNameMetricChecksum challengeId name metric checksum
   case mAlreadyExistingTest of
     Just (Entity testId _) -> update testId [TestCommit=.commit,
-                                            TestPrecision=.(gesPrecision $ geoSpec opts),
+                                            TestPrecision=. (decimalPlaces $ gesFormatting $ geoSpec opts),
                                             TestPriority=.Just priority]
     Nothing -> do
                 _ <- insert $ Test {
@@ -402,7 +403,7 @@ insertOrUpdateTest testDir challengeId checksum commit opts (priority, metric) =
                   testChecksum=checksum,
                   testCommit=commit,
                   testActive=True,
-                  testPrecision=gesPrecision $ geoSpec opts,
+                  testPrecision=decimalPlaces $ gesFormatting $ geoSpec opts,
                   testPriority=Just priority}
                 return ()
 
diff --git a/Handler/Evaluate.hs b/Handler/Evaluate.hs
index df1516e..3082faa 100644
--- a/Handler/Evaluate.hs
+++ b/Handler/Evaluate.hs
@@ -16,6 +16,7 @@ import qualified Data.Text as T
 import qualified Data.Map.Strict as M
 
 import GEval.Core
+import GEval.Common
 import GEval.EvaluationScheme
 import GEval.OptionsParser
 import GEval.ParseParams (parseParamsFromFilePath, OutputFileParsed(..))
@@ -224,7 +225,10 @@ checkOrInsertEvaluation repoDir chan version out = do
         Right (Left _) -> do
           err chan "Cannot parse options, check the challenge repo"
         Right (Right (_, Just [(_, [result])])) -> do
-          msg chan $ concat [ "Evaluated! Score ", (T.pack $ formatTheResult Nothing result) ]
+          let defaultFormattingOpts = FormattingOptions {
+                decimalPlaces = Nothing,
+                asPercentage = False }
+          msg chan $ concat [ "Evaluated! Score ", (T.pack $ formatTheResult defaultFormattingOpts result) ]
           time <- liftIO getCurrentTime
           _ <- runDB $ insert $ let (pointResult, errorBound) = extractResult result
                                in Evaluation {
diff --git a/Handler/Query.hs b/Handler/Query.hs
index 4d0ddfc..0dd6ad1 100644
--- a/Handler/Query.hs
+++ b/Handler/Query.hs
@@ -27,6 +27,7 @@ import Yesod.Form.Bootstrap3 (BootstrapFormLayout (..), renderBootstrap3)
 import Data.Conduit.SmartSource (lookForCompressedFiles)
 import GEval.Core (GEvalSpecification(..), ResultOrdering(..))
 import GEval.LineByLine (runLineByLineGeneralized, LineRecord(..))
+import GEval.Common (FormattingOptions(..))
 import qualified Data.Conduit.List as CL
 import System.FilePath (takeFileName)
 
@@ -279,7 +280,9 @@ viewOutput entry tests (outputHash, testSet) = do
                        gesExpectedFile = "expected.tsv",
                        gesInputFile = "in.tsv",
                        gesMetrics = [mainMetric],
-                       gesPrecision = Nothing,
+                       gesFormatting = FormattingOptions {
+                           decimalPlaces = Nothing,
+                           asPercentage = False },
                        gesTokenizer = Nothing,
                        gesGonitoHost = Nothing,
                        gesToken = Nothing,
@@ -287,7 +290,8 @@ viewOutput entry tests (outputHash, testSet) = do
                        gesReferences = Nothing,
                        gesBootstrapResampling = Nothing,
                        gesInHeader = Nothing,
-                       gesOutHeader = Nothing }
+                       gesOutHeader = Nothing,
+                       gesShowPreprocessed = True }
 
                  result <- liftIO $ runLineByLineGeneralized FirstTheWorst spec (\_ -> CL.take 20)
 
diff --git a/Handler/Shared.hs b/Handler/Shared.hs
index 21dde16..6d5399a 100644
--- a/Handler/Shared.hs
+++ b/Handler/Shared.hs
@@ -40,6 +40,7 @@ import System.IO.Unsafe (unsafePerformIO)
 import Text.Regex.TDFA
 
 import GEval.Core
+import GEval.Common
 import GEval.EvaluationScheme
 import GEval.Formatting (formatTheResultWithErrorBounds)
 
@@ -450,8 +451,13 @@ formatTruncatedScore :: Maybe Int -> Maybe Evaluation -> Text
 formatTruncatedScore Nothing e = formatFullScore e
 formatTruncatedScore _ Nothing  = formatFullScore Nothing
 formatTruncatedScore (Just precision) (Just evaluation) = case evaluationScore evaluation of
-  Just score -> T.pack $ formatTheResultWithErrorBounds (Just precision) score (evaluationErrorBound evaluation)
+  Just score -> T.pack $ formatTheResultWithErrorBounds formattingOpts score (evaluationErrorBound evaluation)
   Nothing -> formatFullScore Nothing
+ where formattingOpts = FormattingOptions {
+         decimalPlaces = Just precision,
+         asPercentage = False
+      }
+
 
 formatScore :: Maybe Int -> Double -> Text
 formatScore Nothing = T.pack . show
diff --git a/gonito.cabal b/gonito.cabal
index 3f76d68..d21b731 100644
--- a/gonito.cabal
+++ b/gonito.cabal
@@ -1,5 +1,5 @@
 name:              gonito
-version:           0.1.0
+version:           0.1.1
 cabal-version:     >= 1.8
 build-type:        Simple
 homepage:          http://gonito.net
@@ -129,7 +129,7 @@ library
                  , filemanip
                  , cryptohash
                  , markdown
-                 , geval >= 1.32 && < 1.37
+                 , geval >= 1.37 && < 1.38
                  , filepath
                  , yesod-table
                  , regex-tdfa