diff --git a/autoload/coverage.vim b/autoload/coverage.vim
index 6f04050..705b53e 100644
--- a/autoload/coverage.vim
+++ b/autoload/coverage.vim
@@ -144,14 +144,23 @@ endfunction
 function! coverage#GetFormattedStats(filename) abort
   if has_key(s:cache, a:filename)
     let l:data = s:cache[a:filename]
-    let l:stats = {'total': 0}
-    for l:state in s:coverage_states
-      let l:stats[l:state] = len(l:data[l:state])
-      let l:stats['total'] += len(l:data[l:state])
-    endfor
-    let l:percentage = 100.0 * l:stats.covered / l:stats.total
-    return printf('Coverage is %.2f%% (%d/%d lines).',
-          \ l:percentage, l:stats.covered, l:stats.total)
+    if has_key(l:data, 'stats')
+      let l:stats = l:data.stats
+    else
+      let l:stats = {'total': 0}
+      for l:state in s:coverage_states
+        let l:stats[l:state] = len(l:data[l:state])
+        let l:stats['total'] += len(l:data[l:state])
+      endfor
+      if has_key(l:data, 'percentage')
+        let l:stats.percentage = printf('%s%%', l:data.percentage)
+      else
+        let l:stats.percentage = printf('%.2f%%', 100.0 * l:stats.covered / l:stats.total)
+      endif
+      let l:data['stats'] = l:stats
+    endif
+    return printf('Coverage is %s (%d/%d lines (%d partial)).',
+          \ l:stats.percentage, l:stats.covered, l:stats.total, l:stats.partial)
   endif
 endfunction
 
diff --git a/autoload/coverage/python.vim b/autoload/coverage/python.vim
index 667ec47..78ee041 100644
--- a/autoload/coverage/python.vim
+++ b/autoload/coverage/python.vim
@@ -56,8 +56,10 @@ function! coverage#python#GetCoveragePyProvider() abort
         \ 'vim_coverage.GetCoveragePyLines(%s, %s)',
         \ string(l:cov_file),
         \ string(a:filename)))
-    let [l:covered_lines, l:uncovered_lines] = l:coverage_data
-    return coverage#CreateReport(l:covered_lines, l:uncovered_lines, [])
+    let [l:covered_lines, l:uncovered_lines, l:partial_lines, l:percentage]
+          \ = l:coverage_data
+    return coverage#CreateReport(l:covered_lines, l:uncovered_lines, l:partial_lines,
+          \ {'percentage': l:percentage})
   endfunction
 
   return l:provider
diff --git a/python/vim_coverage.py b/python/vim_coverage.py
index d7382fb..c43a919 100644
--- a/python/vim_coverage.py
+++ b/python/vim_coverage.py
@@ -19,7 +19,9 @@
 
 
 def GetCoveragePyLines(path, source_file):
-  """Get (covered, uncovered) lines for source_file from .coverage file at path.
+  """Get coverage information for source_file from .coverage file at path.
+
+  Returns (covered, uncovered, partial, percentage).
   """
   prev_cwd = os.getcwd()
   source_file = os.path.abspath(source_file)
@@ -39,4 +41,10 @@ def GetCoveragePyLines(path, source_file):
   except TypeError:
     covered_lines = cov.data.line_data()[source_file]
   uncovered_lines = cov.analysis(source_file)[2]
-  return (covered_lines, uncovered_lines)
+
+  analysis = cov._analyze(source_file)
+  partial = list(analysis.missing_branch_arcs().keys())
+
+  percentage = analysis.numbers.pc_covered_str
+
+  return (covered_lines, uncovered_lines, partial, percentage)
diff --git a/vroom/main.vroom b/vroom/main.vroom
index a74a48f..803c063 100644
--- a/vroom/main.vroom
+++ b/vroom/main.vroom
@@ -35,7 +35,7 @@ a fake coverage provider.
 
   :silent edit $VROOMDIR/testdata/dummy.py
   :CoverageShow test_coverage_provider
-  ~ Coverage is 50.00% (7/14 lines).
+  ~ Coverage is 50.00% (7/14 lines (0 partial)).
   :silent file foo.unrecognized
   :CoverageShow test_coverage_provider
   ~ Error rendering coverage: ERROR\(NotFound\): Provider (regex)
diff --git a/vroom/python.vroom b/vroom/python.vroom
index 179d4c1..d167027 100644
--- a/vroom/python.vroom
+++ b/vroom/python.vroom
@@ -34,4 +34,4 @@ surface the coverage results inside your vim editor.
   :call WriteFakeCoveragePyFile(g:tmpdir, {'blah.py': [1, 2, 5]})
 
   :CoverageShow coverage.py
-  ~ Coverage is 50.00% (3/6 lines).
+  ~ Coverage is 50% (3/6 lines (1 partial)).