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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 | |
Aghanim's Scepter | 11 | 16.92% | 100.0 | 81.82% | +42.93% | +18.18% | +18.18% | 0.00% | 31:36 | 18:34 | 22:45 | 30:36 | 37:58 | 45:07 | 15:13 | 11:16 | |
Force Staff | 30 | 46.15% | 98.0 | 60.00% | +25.71% | +2.50% | +11.43% | 1.94% | 28:38 | 19:27 | 26:02 | 28:32 | 30:38 | 36:04 | 04:36 | 03:24 | |
Wind Lace | 43 | 66.15% | 96.0 | 51.16% | +14.80% | +3.39% | +3.39% | 0.00% | 05:04 | -01:29 | -01:29 | 03:20 | 06:26 | 24:18 | 07:55 | 05:51 | |
Fluffy Hat | 34 | 52.31% | 94.0 | 52.94% | +14.23% | -8.50% | +22.06% | 5.95% | 23:18 | 13:04 | 20:43 | 22:00 | 25:51 | 36:04 | 05:08 | 03:48 | |
Blink Dagger | 64 | 98.46% | 92.0 | 46.88% | +46.88% | +9.37% | -3.13% | -1.97% | 16:55 | 09:15 | 13:18 | 17:18 | 19:38 | 29:51 | 06:20 | 04:41 | |
Magic Stick | 64 | 98.46% | 90.0 | 46.88% | +46.88% | +3.12% | -21.88% | -4.97% | 05:27 | -01:29 | 02:21 | 04:03 | 07:23 | 22:41 | 05:02 | 03:43 | |
Boots of Speed | 65 | 100.00% | 88.0 | 46.15% | +46.15% | +10.10% | +10.10% | 0.00% | 03:37 | -01:29 | -01:26 | 04:09 | 05:48 | 11:01 | 07:14 | 05:21 | |
Magic Wand | 41 | 63.08% | 86.0 | 46.34% | +0.51% | -6.34% | -6.34% | 0.00% | 15:23 | 04:03 | 08:48 | 13:05 | 20:17 | 43:58 | 11:29 | 08:30 | |
Tranquil Boots | 16 | 24.62% | 84.0 | 56.25% | +13.39% | -31.25% | +43.75% | 6.27% | 16:10 | 08:02 | 09:09 | 13:33 | 21:07 | 29:58 | 11:58 | 08:51 | |
Shadow Blade | 7 | 10.77% | 82.0 | 71.43% | +28.33% | -21.43% | -21.43% | 0.00% | 32:39 | 19:10 | 23:20 | 31:15 | 39:21 | 42:47 | 16:01 | 11:51 | |
Eul's Scepter of Divinity | 5 | 7.69% | 80.0 | 80.00% | +36.67% | +20.00% | -80.00% | -7.41% | 40:20 | 27:37 | 27:37 | 35:08 | 41:07 | 1:03:23 | 13:30 | 10:00 | |
Crystalys | 12 | 18.46% | 78.0 | 58.33% | +14.93% | -25.00% | +8.34% | 5.45% | 33:42 | 21:46 | 26:12 | 27:27 | 32:19 | 1:08:51 | 06:07 | 04:31 | |
Void Stone | 12 | 18.46% | 76.0 | 58.33% | +14.93% | +8.34% | -25.00% | -2.83% | 39:56 | 27:28 | 32:03 | 34:48 | 43:49 | 1:03:12 | 11:46 | 08:42 | |
Bottle | 19 | 29.23% | 74.0 | 47.37% | +1.72% | +32.63% | +12.63% | -20.00% | 01:29 | 01:07 | 01:19 | 01:30 | 01:36 | 01:46 | 00:17 | 00:12 | |
Quelling Blade | 25 | 38.46% | 72.0 | 44.00% | -3.50% | -27.33% | +22.67% | 0.00% | -00:36 | -01:29 | -01:29 | -01:29 | -01:29 | 11:03 | 00:00 | 00:00 | |
Phase Boots | 14 | 21.54% | 70.0 | 50.00% | +4.90% | +25.00% | -16.67% | -3.50% | 18:44 | 07:24 | 12:18 | 16:11 | 24:12 | 34:58 | 11:54 | 08:48 | |
Chainmail | 14 | 21.54% | 68.0 | 50.00% | +4.90% | +25.00% | -16.67% | -3.07% | 17:31 | 06:44 | 10:05 | 13:36 | 23:40 | 34:51 | 13:35 | 10:03 | |
Power Treads | 18 | 27.69% | 66.0 | 44.44% | -2.37% | +15.56% | -19.44% | -33.87% | 07:10 | 05:41 | 06:07 | 06:42 | 07:09 | 13:59 | 01:02 | 00:45 | |
Lotus Orb | 4 | 6.15% | 64.0 | 75.00% | +30.74% | +25.00% | +25.00% | 0.00% | 38:15 | 33:01 | 33:01 | 34:41 | 41:28 | 43:49 | 08:27 | 06:15 | |
Aeon Disk | 2 | 3.08% | 62.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 47:15 | 45:07 | 45:07 | 49:22 | 49:22 | 49:22 | 04:15 | 03:08 | |
Arcane Boots | 7 | 10.77% | 60.0 | 57.14% | +12.31% | -7.14% | -7.14% | 0.00% | 26:41 | 08:03 | 21:17 | 30:51 | 32:25 | 35:05 | 11:08 | 08:14 | |
Echo Sabre | 17 | 26.15% | 58.0 | 41.18% | -6.74% | +8.82% | -16.18% | -7.32% | 18:36 | 11:13 | 16:41 | 18:34 | 20:06 | 24:27 | 03:25 | 02:31 | |
Silver Edge | 5 | 7.69% | 56.0 | 60.00% | +15.00% | -60.00% | +40.00% | 4.80% | 36:07 | 21:56 | 21:56 | 40:35 | 42:46 | 43:30 | 20:50 | 15:25 | |
Black King Bar | 13 | 20.00% | 54.0 | 38.46% | -9.62% | -5.13% | -5.13% | 0.00% | 28:30 | 22:41 | 24:03 | 25:36 | 29:30 | 39:39 | 05:27 | 04:02 | |
Ghost Scepter | 6 | 9.23% | 52.0 | 50.00% | +4.24% | 0.00% | -50.00% | -3.48% | 37:39 | 29:40 | 31:07 | 34:26 | 45:28 | 46:09 | 14:21 | 10:37 | |
Aether Lens | 3 | 4.62% | 50.0 | 66.67% | +21.51% | +33.33% | 0.00% | 0.00% | 54:28 | 51:51 | 51:51 | 52:12 | 59:21 | 59:21 | 07:30 | 05:33 | |
Ring of Health | 4 | 6.15% | 48.0 | 50.00% | +4.10% | -50.00% | -50.00% | 0.00% | 40:02 | 32:02 | 32:02 | 33:01 | 43:49 | 51:15 | 11:47 | 08:43 | |
Crown | 1 | 1.54% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 | |
Veil of Discord | 1 | 1.54% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 1.54% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 | |
Kaya | 1 | 1.54% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 | |
Wind Waker | 1 | 1.54% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 40:57 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 1.54% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 1.54% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 | |
Wraith Band | 5 | 7.69% | 32.0 | 40.00% | -6.67% | +60.00% | -40.00% | -100.00% | -00:48 | -01:28 | -01:28 | -01:28 | -01:23 | 01:46 | 00:05 | 00:03 | |
Hand of Midas | 2 | 3.08% | 30.0 | 50.00% | +3.97% | -50.00% | 0.00% | 0.00% | 18:00 | 16:56 | 16:56 | 19:04 | 19:04 | 19:04 | 02:08 | 01:34 | |
Scythe of Vyse | 2 | 3.08% | 28.0 | 50.00% | +3.97% | -50.00% | 0.00% | 0.00% | 44:41 | 43:17 | 43:17 | 46:04 | 46:04 | 46:04 | 02:47 | 02:03 | |
Daedalus | 3 | 4.62% | 26.0 | 33.33% | -13.44% | -33.33% | 0.00% | 0.00% | 45:28 | 32:22 | 32:22 | 32:51 | 1:11:12 | 1:11:12 | 38:50 | 28:45 | |
Aghanim's Shard | 2 | 3.08% | 24.0 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 56:03 | 32:05 | 32:05 | 1:20:00 | 1:20:00 | 1:20:00 | 47:55 | 35:29 | |
Overwhelming Blink | 1 | 1.54% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:07 | 1:24:07 | 1:24:07 | 1:24:07 | 1:24:07 | 1:24:07 | 00:00 | 00:00 | |
Ring of Protection | 1 | 1.54% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 | |
Boots of Travel | 2 | 3.08% | 18.0 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 44:32 | 38:29 | 38:29 | 50:35 | 50:35 | 50:35 | 12:06 | 08:57 | |
Sange | 1 | 1.54% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 1.54% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 1.54% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 | |
Buckler | 1 | 1.54% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 | |
Refresher Orb | 1 | 1.54% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 1.54% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 45:18 | 00:00 | 00:00 | |
Blade Mail | 1 | 1.54% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 1.54% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |