diff --git a/NOTICE b/NOTICE
index 66e5b5c799..2203e3e2bb 100644
--- a/NOTICE
+++ b/NOTICE
@@ -18,6 +18,12 @@ Original written by @mdo and @fat
 Copyright 2014 Bass Jobsen @bassjobsen
 Licensed under the Apache License, Version 2.0
 
+fuzzy
+https://github.com/mattyork/fuzzy
+Original written by @mattyork
+Copyright 2012 Matt York
+Licensed under the MIT License
+
 bootstrap-datetimepicker.js
 http://www.eyecon.ro/bootstrap-datepicker
 Copyright 2012 Stefan Petre
diff --git a/web/ui/bindata.go b/web/ui/bindata.go
index d58a09e4b5..ed3c0d4a59 100644
--- a/web/ui/bindata.go
+++ b/web/ui/bindata.go
@@ -28,6 +28,7 @@
 // web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.js
 // web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.min.css
 // web/ui/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js
+// web/ui/static/vendor/fuzzy.js
 // web/ui/static/vendor/js/handlebars.js
 // web/ui/static/vendor/js/jquery.hotkeys.js
 // web/ui/static/vendor/js/jquery.min.js
@@ -118,7 +119,7 @@ func webUiTemplates_baseHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/_base.html", size: 2627, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/_base.html", size: 2627, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -138,7 +139,7 @@ func webUiTemplatesAlertsHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/alerts.html", size: 1795, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/alerts.html", size: 1795, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -158,7 +159,7 @@ func webUiTemplatesConfigHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/config.html", size: 175, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/config.html", size: 175, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -178,12 +179,12 @@ func webUiTemplatesFlagsHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/flags.html", size: 433, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/flags.html", size: 433, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
 
-var _webUiTemplatesGraphHtml = []byte("\x1f\x8b\x08\x00\x00\x09\x6e\x88\x00\xff\xac\x94\xc1\x8e\x9b\x30\x10\x86\xef\x79\x0a\xcb\x77\x40\x55\xae\x81\xaa\xa7\x5e\xfb\x06\xab\xc1\x9e\x94\x21\xc6\xb8\x9e\x81\x06\x21\xde\xbd\x22\x59\x02\xad\x76\xab\x5d\x85\x9b\x63\x8f\xbf\xff\xff\x27\x78\xc6\xd1\xe2\x99\x3c\x2a\x5d\x21\x58\x3d\x4d\x07\xa5\x94\x3a\x39\xf2\x17\x25\x43\xc0\x5c\x0b\x5e\x25\x33\xcc\x5a\x45\x74\xb9\x66\x19\x1c\x72\x85\x28\x5a\x55\x11\xcf\xb9\x1e\x47\x15\x40\xaa\x1f\x11\xcf\x74\x55\xd3\x94\xb1\x80\x90\x99\xef\x64\x3f\x23\x84\x2a\x9d\x6f\x17\x87\xfd\xc8\x3d\x7a\xdb\xc6\x2c\x92\xb9\x70\x05\xbf\x1f\x8b\xb4\x21\xff\x2a\xb6\xb7\x56\xd9\xb6\xc2\x12\x21\x24\x16\x04\x85\x1a\x0c\x64\x2e\xf8\xfe\xc1\xc6\xcb\xdd\x0c\x9b\x48\x41\x14\x47\xf3\xf1\x60\xaf\xbf\xed\x31\xed\x8f\x69\xcd\xba\x38\x65\x77\x4c\xb1\x07\xd3\xc1\xd0\x76\x72\x33\xba\x13\xfb\xaf\x3f\xe2\x39\xe6\xe7\x1b\xbe\x93\xde\x31\x99\xbf\x18\x98\x9f\xc3\x9b\x9b\x6f\x64\xfb\xb4\x58\xcd\x59\x05\xde\x3a\x2c\x21\xf2\x93\xc6\x6b\xce\xea\x5f\x1d\xc6\x21\x65\x74\x68\x84\xda\x67\x5b\xbf\x12\xab\x56\x2e\x38\xfc\xeb\xf0\xe3\xc0\x7a\x99\x00\x35\x7f\xed\xf3\x2f\xef\x42\xc8\xe6\xfa\x56\xf8\x22\xd8\x04\x07\x82\x7a\xfb\x6e\xaf\xc9\xda\xad\xe4\x51\xb1\x81\x8d\x23\x7a\x3b\x4d\x87\xc3\x3a\xce\x4c\xeb\x05\xbd\x3c\x26\x9a\xa5\x7e\x23\x33\x9f\x02\x79\x8c\x5a\x19\x07\xcc\xb9\x7e\xec\x24\x67\xd7\x91\x5d\x46\x48\x66\xa9\x2f\x56\xc2\x7f\x8b\xef\x35\xc5\x89\x7c\xe8\x64\x29\x2d\xc5\xab\x52\x7c\x12\x22\x35\x10\x87\x25\x17\x77\x65\x43\xa2\x55\x0f\xae\xc3\x5c\x7f\xb3\x56\x7d\x9f\x9d\xe9\x9b\x49\xb0\xf6\xe5\x66\x74\x0e\xb9\x3a\xb8\x2f\x97\xb0\x7f\x02\x00\x00\xff\xff\x61\x2a\x64\xd3\xbb\x05\x00\x00")
+var _webUiTemplatesGraphHtml = []byte("\x1f\x8b\x08\x00\x00\x09\x6e\x88\x00\xff\xac\x94\xc1\x8e\x9b\x30\x10\x86\xef\x79\x0a\xcb\x77\x40\xd5\x5e\x03\x55\x4f\xbd\xf6\x0d\x56\x83\x3d\x94\x21\xc6\xb8\x9e\x81\x86\x45\xbc\x7b\x45\xb2\x84\x74\xd5\xad\x76\x15\x6e\xc6\xfe\xfd\xcd\xff\x1b\x7b\xa6\xc9\x62\x45\x1e\x95\xae\x11\xac\x9e\xe7\x83\x52\x4a\x1d\x1d\xf9\x93\x92\x31\x60\xae\x05\xcf\x92\x19\x66\xad\x22\xba\x5c\xb3\x8c\x0e\xb9\x46\x14\xad\xea\x88\x55\xae\xa7\x49\x05\x90\xfa\x47\xc4\x8a\xce\x6a\x9e\x33\x16\x10\x32\xcb\x9e\xec\x67\x84\x50\xa7\xcb\xee\xe2\xb0\x1f\x79\x40\x6f\xbb\x98\x45\x32\x27\xae\xe1\xf7\x6d\x90\xb6\xe4\x5f\x8b\xed\x5d\xab\xec\x3a\x61\x89\x10\x12\x0b\x82\x42\x2d\x06\x32\x27\x7c\x7f\xe1\xce\xcb\xd5\x0c\x9b\x48\x41\x14\x47\xf3\xf1\x60\xaf\xdf\xf6\x29\x1d\x9e\xd2\x86\x75\x71\xcc\xae\x98\x62\x0f\xa6\x83\xb1\xeb\xe5\x62\x74\x27\xf6\x5f\x3f\xe2\x31\xe6\xe7\x0f\x7c\xa7\x7a\x4f\xc9\x72\x63\x60\x79\x0e\xff\x9c\xdc\x21\x5b\xd5\xbf\xbc\x8c\x6f\x18\x9f\x86\x34\x9c\xd5\xe0\xad\xc3\x12\x22\x3f\x68\xa8\xe1\xac\xf9\xd5\x63\x1c\x53\x46\x87\x46\xa8\x7b\x34\xe2\x46\xac\x3b\x39\xe1\xf8\xd6\xe1\xc7\x81\xcd\xda\x45\x1a\xfe\x3a\xe4\x5f\xde\x85\x90\xcd\xf5\x45\xf8\x2c\xd8\x06\x07\x82\xfa\xfe\xed\x9f\x93\xed\xb4\x92\x9b\xe2\x0e\x36\x4d\xe8\xed\x3c\x1f\x0e\x5b\x4b\x34\x9d\x17\xf4\x72\xeb\x8a\x96\x86\xbb\x32\xcb\x2a\x90\xc7\xa8\x95\x71\xc0\x9c\xeb\xdb\x4c\x52\xb9\x9e\xec\xda\x86\x32\x4b\x43\xb1\x11\xfe\x2b\xbe\x6a\x8a\x23\xf9\xd0\xcb\x2a\x2d\xc5\xab\x52\x7c\x12\x22\xb5\x10\xc7\x35\x17\xf7\x65\x4b\xa2\xd5\x00\xae\xc7\x5c\x7f\xb3\x56\x7d\x5f\x9c\xe9\x8b\x49\xb0\xf6\xf9\x62\x74\x09\xb9\x39\xb8\x0e\xd7\xb0\x7f\x02\x00\x00\xff\xff\xe7\x54\x86\x72\xff\x05\x00\x00")
 
 func webUiTemplatesGraphHtmlBytes() ([]byte, error) {
 	return bindataRead(
@@ -198,7 +199,7 @@ func webUiTemplatesGraphHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/graph.html", size: 1467, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/graph.html", size: 1535, mode: os.FileMode(420), modTime: time.Unix(1476349925, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -218,7 +219,7 @@ func webUiTemplatesRulesHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/rules.html", size: 209, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/rules.html", size: 209, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -238,7 +239,7 @@ func webUiTemplatesStatusHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/status.html", size: 1193, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/status.html", size: 1193, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -258,7 +259,7 @@ func webUiTemplatesTargetsHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/targets.html", size: 2258, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/targets.html", size: 2258, mode: os.FileMode(420), modTime: time.Unix(1476349924, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -278,7 +279,7 @@ func webUiStaticCssAlertsCss() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/css/alerts.css", size: 74, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/css/alerts.css", size: 74, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -298,7 +299,7 @@ func webUiStaticCssGraphCss() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/css/graph.css", size: 2668, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/css/graph.css", size: 2668, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -318,7 +319,7 @@ func webUiStaticCssProm_consoleCss() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/css/prom_console.css", size: 2883, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/css/prom_console.css", size: 2883, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -338,7 +339,7 @@ func webUiStaticCssPrometheusCss() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/css/prometheus.css", size: 405, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/css/prometheus.css", size: 405, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -358,7 +359,7 @@ func webUiStaticImgAjaxLoaderGif() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/img/ajax-loader.gif", size: 847, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/img/ajax-loader.gif", size: 847, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -378,12 +379,12 @@ func webUiStaticJsAlertsJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/js/alerts.js", size: 445, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/js/alerts.js", size: 445, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
 
-var _webUiStaticJsGraphJs = 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+var _webUiStaticJsGraphJs = 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
 func webUiStaticJsGraphJsBytes() ([]byte, error) {
 	return bindataRead(
@@ -398,7 +399,7 @@ func webUiStaticJsGraphJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/js/graph.js", size: 24193, mode: os.FileMode(420), modTime: time.Unix(1476316189, 0)}
+	info := bindataFileInfo{name: "web/ui/static/js/graph.js", size: 25448, mode: os.FileMode(420), modTime: time.Unix(1476349925, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -418,7 +419,7 @@ func webUiStaticJsGraph_templateHandlebar() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/js/graph_template.handlebar", size: 6316, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/js/graph_template.handlebar", size: 6316, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -438,7 +439,7 @@ func webUiStaticJsProm_consoleJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/js/prom_console.js", size: 21219, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/js/prom_console.js", size: 21219, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -458,7 +459,7 @@ func webUiStaticVendorBootstrap331CssBootstrapThemeMinCss() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/css/bootstrap-theme.min.css", size: 19835, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/css/bootstrap-theme.min.css", size: 19835, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -478,7 +479,7 @@ func webUiStaticVendorBootstrap331CssBootstrapMinCss() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/css/bootstrap.min.css", size: 113498, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/css/bootstrap.min.css", size: 113498, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -498,7 +499,7 @@ func webUiStaticVendorBootstrap331FontsGlyphiconsHalflingsRegularEot() (*asset,
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.eot", size: 20335, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.eot", size: 20335, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -518,7 +519,7 @@ func webUiStaticVendorBootstrap331FontsGlyphiconsHalflingsRegularSvg() (*asset,
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.svg", size: 62926, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.svg", size: 62926, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -538,7 +539,7 @@ func webUiStaticVendorBootstrap331FontsGlyphiconsHalflingsRegularTtf() (*asset,
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.ttf", size: 41280, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.ttf", size: 41280, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -558,7 +559,7 @@ func webUiStaticVendorBootstrap331FontsGlyphiconsHalflingsRegularWoff() (*asset,
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.woff", size: 23320, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/fonts/glyphicons-halflings-regular.woff", size: 23320, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -578,7 +579,7 @@ func webUiStaticVendorBootstrap331JsBootstrapMinJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/js/bootstrap.min.js", size: 35601, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/js/bootstrap.min.js", size: 35601, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -598,7 +599,7 @@ func webUiStaticVendorBootstrap331JsNpmJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/js/npm.js", size: 484, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-3.3.1/js/npm.js", size: 484, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -618,7 +619,7 @@ func webUiStaticVendorBootstrapDatetimepickerBootstrapDatetimepickerJs() (*asset
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.js", size: 53185, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.js", size: 53185, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -638,7 +639,7 @@ func webUiStaticVendorBootstrapDatetimepickerBootstrapDatetimepickerMinCss() (*a
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.min.css", size: 5059, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.min.css", size: 5059, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -658,7 +659,27 @@ func webUiStaticVendorBootstrap3TypeaheadBootstrap3TypeaheadMinJs() (*asset, err
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js", size: 7856, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js", size: 7856, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
+	a := &asset{bytes: bytes, info: info}
+	return a, nil
+}
+
+var _webUiStaticVendorFuzzyJs = 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\xe1\xbb\x12\x24\x55\xd6\x5e\x3b\x2f\x2d\xfd\x2e\xd2\x6a\xcc\xcf\x4f\x27\x94\xf3\x93\xdb\xd8\xf6\xab\x59\x8f\x91\x9f\xcc\xed\xb4\xf6\xba\x9c\x67\xfd\x38\x4d\x75\xdf\xb6\x77\x7b\x8c\x1c\x1e\x3f\x3a\xd5\x4f\x76\x73\xb4\x29\xcb\xf0\xfd\x56\x37\xc2\x05\xdd\x50\x46\xca\xdb\xae\xb4\xd3\x50\x34\x7d\x63\x3f\xbf\x58\x43\xc9\x85\x3a\x4b\x41\xec\x75\xdb\x79\xb7\x1a\xce\xba\xe5\xfc\x4c\xda\xf7\xc5\xfa\x5b\x1d\x55\x77\x3c\x09\x3c\x34\xe9\x3f\xaf\xdb\x77\x63\x35\x8d\xd5\xb7\xc6\x57\xff\x0b\x00\x00\xff\xff\x7a\x87\x58\x86\x5f\x0a\x00\x00")
+
+func webUiStaticVendorFuzzyJsBytes() ([]byte, error) {
+	return bindataRead(
+		_webUiStaticVendorFuzzyJs,
+		"web/ui/static/vendor/fuzzy.js",
+	)
+}
+
+func webUiStaticVendorFuzzyJs() (*asset, error) {
+	bytes, err := webUiStaticVendorFuzzyJsBytes()
+	if err != nil {
+		return nil, err
+	}
+
+	info := bindataFileInfo{name: "web/ui/static/vendor/fuzzy.js", size: 2655, mode: os.FileMode(420), modTime: time.Unix(1476349925, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -678,7 +699,7 @@ func webUiStaticVendorJsHandlebarsJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/js/handlebars.js", size: 65639, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/js/handlebars.js", size: 65639, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -698,7 +719,7 @@ func webUiStaticVendorJsJqueryHotkeysJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/js/jquery.hotkeys.js", size: 3283, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/js/jquery.hotkeys.js", size: 3283, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -718,7 +739,7 @@ func webUiStaticVendorJsJqueryMinJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/js/jquery.min.js", size: 95935, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/js/jquery.min.js", size: 95935, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -738,7 +759,7 @@ func webUiStaticVendorJsJquerySelectionJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/js/jquery.selection.js", size: 13320, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/js/jquery.selection.js", size: 13320, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -758,7 +779,7 @@ func webUiStaticVendorRickshawRickshawMinCss() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/rickshaw.min.css", size: 6102, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/rickshaw.min.css", size: 6102, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -778,7 +799,7 @@ func webUiStaticVendorRickshawRickshawMinJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/rickshaw.min.js", size: 76322, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/rickshaw.min.js", size: 76322, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -798,7 +819,7 @@ func webUiStaticVendorRickshawVendorD3LayoutMinJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/vendor/d3.layout.min.js", size: 17514, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/vendor/d3.layout.min.js", size: 17514, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -818,7 +839,7 @@ func webUiStaticVendorRickshawVendorD3V3Js() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/vendor/d3.v3.js", size: 144718, mode: os.FileMode(420), modTime: time.Unix(1476315246, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/rickshaw/vendor/d3.v3.js", size: 144718, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -903,6 +924,7 @@ var _bindata = map[string]func() (*asset, error){
 	"web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.js":      webUiStaticVendorBootstrapDatetimepickerBootstrapDatetimepickerJs,
 	"web/ui/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.min.css": webUiStaticVendorBootstrapDatetimepickerBootstrapDatetimepickerMinCss,
 	"web/ui/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js":          webUiStaticVendorBootstrap3TypeaheadBootstrap3TypeaheadMinJs,
+	"web/ui/static/vendor/fuzzy.js":                                                  webUiStaticVendorFuzzyJs,
 	"web/ui/static/vendor/js/handlebars.js":                                          webUiStaticVendorJsHandlebarsJs,
 	"web/ui/static/vendor/js/jquery.hotkeys.js":                                      webUiStaticVendorJsJqueryHotkeysJs,
 	"web/ui/static/vendor/js/jquery.min.js":                                          webUiStaticVendorJsJqueryMinJs,
@@ -996,6 +1018,7 @@ var _bintree = &bintree{nil, map[string]*bintree{
 					"bootstrap3-typeahead": &bintree{nil, map[string]*bintree{
 						"bootstrap3-typeahead.min.js": &bintree{webUiStaticVendorBootstrap3TypeaheadBootstrap3TypeaheadMinJs, map[string]*bintree{}},
 					}},
+					"fuzzy.js": &bintree{webUiStaticVendorFuzzyJs, map[string]*bintree{}},
 					"js": &bintree{nil, map[string]*bintree{
 						"handlebars.js":       &bintree{webUiStaticVendorJsHandlebarsJs, map[string]*bintree{}},
 						"jquery.hotkeys.js":   &bintree{webUiStaticVendorJsJqueryHotkeysJs, map[string]*bintree{}},
diff --git a/web/ui/static/js/graph.js b/web/ui/static/js/graph.js
index 4257d025ab..650b5778fd 100644
--- a/web/ui/static/js/graph.js
+++ b/web/ui/static/js/graph.js
@@ -196,9 +196,44 @@ Prometheus.Graph.prototype.populateInsertableMetrics = function() {
           self.insertMetric[0].options.add(new Option(metrics[i], metrics[i]));
         }
 
+        self.fuzzyResult = {
+          query: null,
+          result: null,
+          map: {}
+        }
+
         self.expr.typeahead({
           source: metrics,
-          items: "all"
+          items: "all",
+          matcher: function(item) {
+            // If we have result for current query, skip
+            if (!self.fuzzyResult.query || self.fuzzyResult.query !== this.query) {
+              self.fuzzyResult.query = this.query;
+              self.fuzzyResult.map = {};
+              self.fuzzyResult.result = fuzzy.filter(this.query.replace('_', ' '), metrics, {
+                pre: '<strong>',
+                post: '</strong>',
+                extract: function(el) { return el.replace('_', ' ') }
+              });
+              self.fuzzyResult.result.forEach(function(r) {
+                self.fuzzyResult.map[r.original] = r;
+              });
+            }
+
+            return item in self.fuzzyResult.map;
+          },
+
+          sorter: function(items) {
+            items.sort(function(a,b) {
+              var i = self.fuzzyResult.map[b].score - self.fuzzyResult.map[a].score;
+              return i === 0 ? a.localeCompare(b) : i;
+            });
+            return items;
+          },
+
+          highlighter: function (item) {
+            return $('<div>' + self.fuzzyResult.map[item].string.replace(' ', '_') + '</div>')
+          },
         });
         // This needs to happen after attaching the typeahead plugin, as it
         // otherwise breaks the typeahead functionality.
diff --git a/web/ui/static/vendor/fuzzy.js b/web/ui/static/vendor/fuzzy.js
new file mode 100644
index 0000000000..89257b09e2
--- /dev/null
+++ b/web/ui/static/vendor/fuzzy.js
@@ -0,0 +1,26 @@
+// Copyright (c) 2012 Matt York
+//
+// Permission is hereby granted, free of charge, to any person
+// obtaining a copy of this software and associated documentation
+// files (the "Software"), to deal in the Software without
+// restriction, including without limitation the rights to use,
+// copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the
+// Software is furnished to do so, subject to the following
+// conditions:
+//
+// The above copyright notice and this permission notice shall be
+// included in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+// OTHER DEALINGS IN THE SOFTWARE.
+//
+// https://github.com/mattyork/fuzzy/blob/3613086aa40c180ca722aeaf48cef575dc57eb5d/fuzzy-min.js
+
+(function(){var root=this;var fuzzy={};if(typeof exports!=="undefined"){module.exports=fuzzy}else{root.fuzzy=fuzzy}fuzzy.simpleFilter=function(pattern,array){return array.filter(function(str){return fuzzy.test(pattern,str)})};fuzzy.test=function(pattern,str){return fuzzy.match(pattern,str)!==null};fuzzy.match=function(pattern,str,opts){opts=opts||{};var patternIdx=0,result=[],len=str.length,totalScore=0,currScore=0,pre=opts.pre||"",post=opts.post||"",compareString=opts.caseSensitive&&str||str.toLowerCase(),ch;pattern=opts.caseSensitive&&pattern||pattern.toLowerCase();for(var idx=0;idx<len;idx++){ch=str[idx];if(compareString[idx]===pattern[patternIdx]){ch=pre+ch+post;patternIdx+=1;currScore+=1+currScore}else{currScore=0}totalScore+=currScore;result[result.length]=ch}if(patternIdx===pattern.length){totalScore=compareString===pattern?Infinity:totalScore;return{rendered:result.join(""),score:totalScore}}return null};fuzzy.filter=function(pattern,arr,opts){if(!arr||arr.length===0){return[]}if(typeof pattern!=="string"){return arr}opts=opts||{};return arr.reduce(function(prev,element,idx,arr){var str=element;if(opts.extract){str=opts.extract(element)}var rendered=fuzzy.match(pattern,str,opts);if(rendered!=null){prev[prev.length]={string:rendered.rendered,score:rendered.score,index:idx,original:element}}return prev},[]).sort(function(a,b){var compare=b.score-a.score;if(compare)return compare;return a.index-b.index})}})();
diff --git a/web/ui/templates/graph.html b/web/ui/templates/graph.html
index f03a094ce6..f6e8d6f3b1 100644
--- a/web/ui/templates/graph.html
+++ b/web/ui/templates/graph.html
@@ -9,6 +9,7 @@
     <script src="{{ pathPrefix }}/static/vendor/rickshaw/rickshaw.min.js"></script>
     <script src="{{ pathPrefix }}/static/vendor/bootstrap-datetimepicker/bootstrap-datetimepicker.js"></script>
     <script src="{{ pathPrefix }}/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js"></script>
+    <script src="{{ pathPrefix }}/static/vendor/fuzzy.js"></script>
 
     <script src="{{ pathPrefix }}/static/vendor/js/handlebars.js"></script>
     <script src="{{ pathPrefix }}/static/vendor/js/jquery.selection.js"></script>