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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
Total | Winrate shifts | Timings | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Harpoon | 5 | 11.90% | 100.0 | 100.00% | +67.57% | 0.00% | 0.00% | 0.00% | 35:12 | 29:10 | 29:10 | 34:33 | 37:03 | 41:53 | 07:53 | 05:50 | |
Diadem | 5 | 11.90% | 98.1 | 100.00% | +67.57% | 0.00% | 0.00% | 0.00% | 33:45 | 28:29 | 28:29 | 32:41 | 35:10 | 40:27 | 06:41 | 04:57 | |
Javelin | 3 | 7.14% | 96.2 | 100.00% | +64.10% | 0.00% | 0.00% | 0.00% | 57:35 | 42:53 | 42:53 | 1:04:43 | 1:05:09 | 1:05:09 | 22:16 | 16:29 | |
Monkey King Bar | 3 | 7.14% | 94.3 | 100.00% | +64.10% | 0.00% | 0.00% | 0.00% | 59:55 | 44:12 | 44:12 | 1:05:05 | 1:10:28 | 1:10:28 | 26:16 | 19:27 | |
Aghanim's Scepter | 35 | 83.33% | 92.5 | 48.57% | +48.57% | +29.21% | -37.46% | -13.47% | 22:42 | 15:49 | 19:26 | 22:03 | 24:23 | 33:30 | 04:57 | 03:40 | |
Cornucopia | 11 | 26.19% | 90.6 | 63.64% | +31.38% | +3.03% | +3.03% | 0.00% | 36:17 | 28:02 | 30:14 | 38:13 | 39:37 | 48:27 | 09:23 | 06:57 | |
Skull Basher | 16 | 38.10% | 88.7 | 56.25% | +25.48% | +18.75% | -6.25% | -2.20% | 36:06 | 24:51 | 30:36 | 32:32 | 41:58 | 57:26 | 11:22 | 08:25 | |
Moon Shard | 5 | 11.90% | 86.8 | 80.00% | +44.86% | +20.00% | +20.00% | 0.00% | 35:36 | 21:09 | 21:09 | 29:50 | 35:53 | 1:05:40 | 14:44 | 10:54 | |
Magic Stick | 38 | 90.48% | 84.9 | 44.74% | +44.74% | -4.74% | -0.30% | 4.44% | 00:27 | -01:29 | -01:29 | -01:28 | 01:40 | 08:35 | 03:09 | 02:20 | |
Mage Slayer | 12 | 28.57% | 83.0 | 58.33% | +25.00% | +41.67% | -25.00% | -17.62% | 25:00 | 19:06 | 22:25 | 24:28 | 26:12 | 33:26 | 03:47 | 02:48 | |
Black King Bar | 17 | 40.48% | 81.1 | 52.94% | +20.94% | -2.94% | -2.94% | 0.00% | 31:40 | 21:09 | 26:05 | 32:54 | 34:56 | 43:09 | 08:51 | 06:33 | |
Quelling Blade | 40 | 95.24% | 79.2 | 42.50% | +42.50% | +7.50% | -22.50% | 0.00% | -01:05 | -01:30 | -01:29 | -01:29 | -01:29 | 14:17 | 00:00 | 00:00 | |
Power Treads | 41 | 97.62% | 77.4 | 41.46% | +41.46% | +8.54% | -21.46% | -11.39% | 08:06 | 04:52 | 06:08 | 07:19 | 08:46 | 16:58 | 02:38 | 01:57 | |
Echo Sabre | 29 | 69.05% | 75.5 | 44.83% | +14.06% | +26.60% | -30.54% | -13.14% | 15:28 | 10:10 | 13:01 | 16:15 | 17:22 | 22:00 | 04:21 | 03:13 | |
Magic Wand | 32 | 76.19% | 73.6 | 43.75% | +13.75% | +6.25% | +18.75% | 2.41% | 05:29 | -01:29 | 02:46 | 04:57 | 07:57 | 14:17 | 05:11 | 03:50 | |
Boots of Speed | 42 | 100.00% | 71.7 | 40.48% | +40.48% | +4.97% | -20.48% | -13.88% | 03:56 | 00:51 | 03:05 | 03:52 | 04:55 | 06:43 | 01:50 | 01:21 | |
Aghanim's Shard | 32 | 76.19% | 69.8 | 40.63% | +0.63% | +9.37% | -3.13% | -1.50% | 26:54 | 15:15 | 21:41 | 24:54 | 30:02 | 52:56 | 08:21 | 06:11 | |
Abyssal Blade | 6 | 14.29% | 67.9 | 66.67% | +30.56% | -16.67% | +33.33% | 2.29% | 50:15 | 36:18 | 37:43 | 49:22 | 59:35 | 60:55 | 21:52 | 16:11 | |
Linken's Sphere | 6 | 14.29% | 66.0 | 66.67% | +30.56% | +33.33% | +33.33% | 0.00% | 37:56 | 30:30 | 32:18 | 32:43 | 45:00 | 48:27 | 12:42 | 09:24 | |
Diffusal Blade | 26 | 61.90% | 64.2 | 42.31% | +4.81% | +57.69% | -25.64% | -21.01% | 14:17 | 10:51 | 12:13 | 13:42 | 16:11 | 20:51 | 03:58 | 02:56 | |
Wraith Band | 27 | 64.29% | 62.3 | 40.74% | +0.74% | -12.17% | -12.17% | 0.00% | 03:09 | 00:15 | 02:10 | 02:45 | 03:32 | 07:57 | 01:22 | 01:00 | |
Boots of Travel | 2 | 4.76% | 60.4 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 46:09 | 39:22 | 39:22 | 52:56 | 52:56 | 52:56 | 13:34 | 10:02 | |
Vanguard | 7 | 16.67% | 58.5 | 57.14% | +20.00% | -7.14% | +42.86% | 2.32% | 43:25 | 04:15 | 35:54 | 48:42 | 57:26 | 60:40 | 21:32 | 15:57 | |
Eye of Skadi | 10 | 23.81% | 56.6 | 50.00% | +12.50% | +50.00% | -50.00% | -14.74% | 35:56 | 27:41 | 30:13 | 34:36 | 37:00 | 50:42 | 06:47 | 05:01 | |
Ring of Health | 8 | 19.05% | 54.7 | 50.00% | +11.76% | 0.00% | +50.00% | 2.32% | 43:16 | 02:31 | 35:54 | 43:59 | 57:26 | 60:40 | 21:32 | 15:57 | |
Orchid Malevolence | 5 | 11.90% | 52.8 | 60.00% | +22.16% | +40.00% | +40.00% | 0.00% | 36:28 | 30:24 | 30:24 | 38:13 | 39:57 | 42:54 | 09:33 | 07:04 | |
Bloodthorn | 5 | 11.90% | 50.9 | 60.00% | +22.16% | +40.00% | +40.00% | 0.00% | 36:42 | 30:24 | 30:24 | 38:17 | 39:57 | 44:00 | 09:33 | 07:04 | |
Aghanim's Blessing | 6 | 14.29% | 49.1 | 50.00% | +11.11% | -50.00% | +50.00% | 4.56% | 51:35 | 32:10 | 41:57 | 48:15 | 1:03:53 | 1:05:32 | 21:56 | 16:14 | |
Nullifier | 3 | 7.14% | 47.2 | 66.67% | +28.21% | -66.67% | 0.00% | 0.00% | 40:24 | 30:55 | 30:55 | 38:02 | 52:15 | 52:15 | 21:20 | 15:48 | |
Helm of Iron Will | 3 | 7.14% | 45.3 | 66.67% | +28.21% | -66.67% | 0.00% | 0.00% | 39:09 | 28:23 | 28:23 | 37:50 | 51:14 | 51:14 | 22:51 | 16:55 | |
Orb of Venom | 12 | 28.57% | 43.4 | 33.33% | -10.00% | -33.33% | +66.67% | 100.00% | 00:15 | -01:29 | -01:29 | -01:28 | 00:16 | 11:26 | 01:45 | 01:17 | |
Disperser | 1 | 2.38% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 2.38% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:10 | 1:11:10 | 1:11:10 | 1:11:10 | 1:11:10 | 1:11:10 | 00:00 | 00:00 | |
Blink Dagger | 1 | 2.38% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:56 | 1:10:56 | 1:10:56 | 1:10:56 | 1:10:56 | 1:10:56 | 00:00 | 00:00 | |
Maelstrom | 1 | 2.38% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 47:20 | 00:00 | 00:00 | |
Mjollnir | 1 | 2.38% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:42 | 49:42 | 49:42 | 49:42 | 49:42 | 49:42 | 00:00 | 00:00 | |
Butterfly | 2 | 4.76% | 32.1 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 38:46 | 34:33 | 34:33 | 42:58 | 42:58 | 42:58 | 08:25 | 06:14 | |
Blight Stone | 2 | 4.76% | 30.2 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 09:12 | 07:07 | 07:07 | 11:16 | 11:16 | 11:16 | 04:09 | 03:04 | |
Orb of Corrosion | 2 | 4.76% | 28.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 09:34 | 07:52 | 07:52 | 11:16 | 11:16 | 11:16 | 03:24 | 02:31 | |
Fluffy Hat | 2 | 4.76% | 26.4 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 09:12 | 07:07 | 07:07 | 11:16 | 11:16 | 11:16 | 04:09 | 03:04 | |
Crystalys | 4 | 9.52% | 24.5 | 25.00% | -17.11% | -25.00% | -25.00% | 0.00% | 37:44 | 19:02 | 19:02 | 36:33 | 38:48 | 56:31 | 19:46 | 14:38 | |
Hand of Midas | 6 | 14.29% | 22.6 | 16.67% | -27.77% | +33.33% | -16.67% | -16.76% | 11:40 | 09:12 | 09:56 | 12:17 | 12:55 | 13:04 | 02:59 | 02:12 | |
Force Staff | 1 | 2.38% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 | |
Ring of Protection | 1 | 2.38% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 | |
Void Stone | 1 | 2.38% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 | |
Buckler | 1 | 2.38% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 2.38% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:17 | 22:17 | 22:17 | 22:17 | 22:17 | 22:17 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 2.38% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 2.38% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:00 | 16:00 | 16:00 | 16:00 | 16:00 | 16:00 | 00:00 | 00:00 | |
Silver Edge | 2 | 4.76% | 7.5 | 0.00% | -42.50% | 0.00% | 0.00% | 0.00% | 38:14 | 19:48 | 19:48 | 56:39 | 56:39 | 56:39 | 36:51 | 27:17 | |
Wind Lace | 1 | 2.38% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 00:00 | 00:00 | |
Lotus Orb | 1 | 2.38% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 00:00 | 00:00 | |
Shadow Blade | 5 | 11.90% | 1.9 | 0.00% | -45.95% | 0.00% | 0.00% | 0.00% | 30:33 | 17:11 | 17:11 | 26:35 | 31:37 | 54:47 | 14:26 | 10:41 |