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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 | |
 | Butterfly | 42 | 28.97% | 100.0 | 76.19% | +30.56% | -12.55% | -6.19% | 0.76% | 30:46 | 21:19 | 25:50 | 30:14 | 34:14 | 54:19 | 08:24 | 06:13 |
 | Satanic | 78 | 53.79% | 98.7 | 66.67% | +26.37% | -1.67% | -3.51% | -0.20% | 28:42 | 19:29 | 24:11 | 27:45 | 33:25 | 47:13 | 09:14 | 06:50 |
 | Daedalus | 51 | 35.17% | 97.4 | 68.63% | +21.82% | +23.68% | -14.78% | -5.30% | 29:30 | 20:58 | 25:33 | 29:02 | 32:48 | 39:53 | 07:15 | 05:22 |
 | Aghanim's Blessing | 16 | 11.03% | 96.2 | 81.25% | +30.09% | -6.25% | -6.25% | 0.00% | 40:36 | 33:25 | 37:58 | 39:57 | 42:01 | 47:23 | 04:03 | 03:00 |
 | Cornucopia | 13 | 8.97% | 94.9 | 84.62% | +33.10% | -17.95% | +15.38% | 2.64% | 40:13 | 28:35 | 32:22 | 39:46 | 45:00 | 53:35 | 12:38 | 09:21 |
 | Force Staff | 23 | 15.86% | 93.6 | 73.91% | +23.09% | +26.09% | -23.91% | -4.52% | 28:21 | 19:41 | 23:47 | 27:32 | 34:50 | 37:53 | 11:03 | 08:11 |
 | Blink Dagger | 9 | 6.21% | 92.3 | 88.89% | +36.68% | +11.11% | -38.89% | -3.88% | 37:11 | 27:42 | 28:00 | 35:55 | 40:53 | 59:56 | 12:53 | 09:32 |
 | Morbid Mask | 89 | 61.38% | 91.0 | 60.67% | +16.03% | +2.97% | +12.06% | 1.06% | 23:43 | 08:04 | 18:56 | 23:50 | 27:30 | 47:07 | 08:34 | 06:20 |
 | Fluffy Hat | 81 | 55.86% | 89.7 | 60.49% | +13.61% | +14.51% | +4.51% | -1.04% | 09:51 | 01:32 | 03:21 | 05:31 | 12:58 | 37:53 | 09:37 | 07:07 |
 | Magic Wand | 120 | 82.76% | 88.5 | 55.83% | +7.83% | -2.50% | +4.17% | 0.81% | 05:28 | -01:30 | -01:29 | 04:34 | 09:42 | 20:55 | 11:11 | 08:17 |
 | Boots of Speed | 145 | 100.00% | 87.2 | 54.48% | +54.48% | +3.85% | +3.85% | 0.00% | 04:56 | -01:29 | 03:22 | 04:31 | 06:14 | 13:03 | 02:52 | 02:07 |
 | Black King Bar | 85 | 58.62% | 85.9 | 56.47% | +4.80% | +24.48% | +0.67% | -4.48% | 24:37 | 17:16 | 20:37 | 22:47 | 25:56 | 56:21 | 05:19 | 03:56 |
 | Falcon Blade | 54 | 37.24% | 84.6 | 59.26% | +7.61% | +19.31% | -28.49% | -14.94% | 05:44 | 02:47 | 04:10 | 05:15 | 07:22 | 11:01 | 03:12 | 02:22 |
 | Magic Stick | 96 | 66.21% | 83.3 | 55.21% | +2.15% | -9.38% | +28.12% | 8.65% | 02:27 | -01:30 | -01:29 | -01:25 | 05:49 | 19:46 | 07:18 | 05:24 |
 | Arcane Boots | 5 | 3.45% | 82.1 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 27:15 | 09:08 | 09:08 | 20:52 | 41:09 | 44:48 | 32:01 | 23:42 |
 | Swift Blink | 5 | 3.45% | 80.8 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 42:46 | 35:01 | 35:01 | 36:32 | 46:52 | 60:12 | 11:51 | 08:46 |
 | Aghanim's Scepter | 109 | 75.17% | 79.5 | 54.13% | -1.43% | +31.06% | -28.20% | -25.58% | 16:55 | 12:14 | 15:27 | 16:38 | 17:46 | 27:41 | 02:19 | 01:42 |
 | Power Treads | 112 | 77.24% | 78.2 | 53.57% | -4.01% | 0.00% | 0.00% | 0.00% | 06:31 | 03:05 | 05:20 | 06:12 | 07:45 | 10:13 | 02:25 | 01:47 |
 | Crystalys | 100 | 68.97% | 76.9 | 54.00% | -1.56% | +2.00% | -6.00% | -0.86% | 14:41 | 04:45 | 09:40 | 11:28 | 18:59 | 36:55 | 09:19 | 06:54 |
 | Glimmer Cape | 10 | 6.90% | 75.6 | 80.00% | +27.41% | -13.33% | +20.00% | 7.58% | 28:48 | 21:22 | 26:42 | 28:28 | 31:06 | 35:58 | 04:24 | 03:15 |
 | Aghanim's Shard | 36 | 24.83% | 74.4 | 58.33% | +5.12% | -2.77% | -13.89% | -5.75% | 17:30 | 15:00 | 15:16 | 15:56 | 17:12 | 39:18 | 01:56 | 01:25 |
 | Linken's Sphere | 9 | 6.21% | 73.1 | 77.78% | +24.84% | +22.22% | +22.22% | 0.00% | 37:31 | 29:11 | 30:48 | 36:20 | 40:36 | 50:26 | 09:48 | 07:15 |
 | Wind Lace | 42 | 28.97% | 71.8 | 54.76% | +0.39% | -0.21% | +15.24% | 1.13% | 13:25 | -01:29 | 06:12 | 10:20 | 19:52 | 32:11 | 13:40 | 10:07 |
 | Silver Edge | 21 | 14.48% | 70.5 | 61.90% | +8.67% | +38.10% | -61.90% | -13.02% | 27:32 | 20:53 | 22:55 | 28:31 | 30:36 | 34:03 | 07:41 | 05:41 |
 | Wraith Band | 36 | 24.83% | 69.2 | 55.56% | +1.43% | 0.00% | -11.12% | -2.25% | 07:04 | -01:22 | 01:36 | 02:11 | 06:32 | 32:02 | 04:56 | 03:39 |
 | Chainmail | 4 | 2.76% | 67.9 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 34:36 | 17:57 | 17:57 | 26:05 | 38:51 | 55:30 | 20:54 | 15:28 |
 | Ring of Health | 4 | 2.76% | 66.7 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 38:05 | 32:00 | 32:00 | 37:34 | 38:17 | 44:27 | 06:17 | 04:39 |
 | Refresher Orb | 4 | 2.76% | 65.4 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 47:08 | 38:51 | 38:51 | 45:00 | 50:56 | 53:45 | 12:05 | 08:57 |
 | Shadow Blade | 22 | 15.17% | 64.1 | 59.09% | +5.43% | +40.91% | -59.09% | -12.15% | 27:17 | 20:33 | 22:26 | 28:01 | 30:40 | 33:50 | 08:14 | 06:05 |
 | Javelin | 31 | 21.38% | 62.8 | 54.84% | +0.45% | +7.66% | +7.66% | 0.00% | 19:06 | 07:39 | 09:39 | 12:30 | 28:07 | 38:04 | 18:28 | 13:40 |
 | Monkey King Bar | 18 | 12.41% | 61.5 | 61.11% | +7.57% | -1.11% | +13.89% | 3.00% | 32:52 | 26:14 | 29:26 | 31:07 | 34:26 | 47:41 | 05:00 | 03:42 |
 | Tranquil Boots | 14 | 9.66% | 60.3 | 64.29% | +10.85% | -14.29% | +35.71% | 3.25% | 21:40 | 07:06 | 10:40 | 19:52 | 26:02 | 47:08 | 15:22 | 11:22 |
 | Divine Rapier | 8 | 5.52% | 59.0 | 75.00% | +21.72% | +25.00% | +25.00% | 0.00% | 41:18 | 30:06 | 35:42 | 40:29 | 44:47 | 54:09 | 09:05 | 06:43 |
 | Quelling Blade | 54 | 37.24% | 57.7 | 46.30% | -13.04% | -10.59% | +15.24% | 0.00% | -00:49 | -01:30 | -01:29 | -01:29 | -01:29 | 15:26 | 00:00 | 00:00 |
 | Crown | 11 | 7.59% | 56.4 | 63.64% | +9.91% | +3.03% | +3.03% | 0.00% | 20:30 | 10:11 | 16:08 | 19:29 | 20:55 | 42:32 | 04:47 | 03:32 |
 | Mask of Madness | 11 | 7.59% | 55.1 | 63.64% | +9.91% | -30.31% | +36.36% | 15.44% | 14:03 | 10:33 | 11:01 | 11:48 | 15:20 | 25:41 | 04:19 | 03:11 |
 | Blight Stone | 3 | 2.07% | 53.8 | 100.00% | +46.48% | 0.00% | 0.00% | 0.00% | 27:38 | 17:57 | 17:57 | 26:05 | 38:52 | 38:52 | 20:55 | 15:29 |
 | Aeon Disk | 3 | 2.07% | 52.6 | 100.00% | +46.48% | 0.00% | 0.00% | 0.00% | 44:53 | 42:37 | 42:37 | 44:29 | 47:32 | 47:32 | 04:55 | 03:38 |
 | Medallion of Courage | 3 | 2.07% | 51.3 | 100.00% | +46.48% | 0.00% | 0.00% | 0.00% | 27:51 | 18:36 | 18:36 | 26:05 | 38:52 | 38:52 | 20:16 | 15:00 |
 | Solar Crest | 3 | 2.07% | 50.0 | 100.00% | +46.48% | 0.00% | 0.00% | 0.00% | 32:03 | 23:17 | 23:17 | 29:41 | 43:11 | 43:11 | 19:54 | 14:44 |
 | Eye of Skadi | 3 | 2.07% | 48.7 | 100.00% | +46.48% | 0.00% | 0.00% | 0.00% | 40:13 | 36:04 | 36:04 | 39:11 | 45:23 | 45:23 | 09:19 | 06:54 |
 | Void Stone | 5 | 3.45% | 47.4 | 80.00% | +26.43% | +20.00% | +20.00% | 0.00% | 47:46 | 37:34 | 37:34 | 48:12 | 49:15 | 59:22 | 11:41 | 08:39 |
 | Manta Style | 5 | 3.45% | 46.2 | 80.00% | +26.43% | +20.00% | -80.00% | 0.00% | 20:10 | 15:46 | 15:46 | 21:01 | 21:40 | 22:35 | 05:54 | 04:22 |
 | Maelstrom | 17 | 11.72% | 44.9 | 52.94% | -1.75% | +22.06% | -27.94% | -17.14% | 11:56 | 08:17 | 10:09 | 11:54 | 13:04 | 15:53 | 02:55 | 02:09 |
 | Yasha | 12 | 8.28% | 43.6 | 58.33% | +4.19% | +8.34% | -25.00% | -3.85% | 17:49 | 09:00 | 11:09 | 13:28 | 19:48 | 32:08 | 08:39 | 06:24 |
 | Dragon Lance | 8 | 5.52% | 42.3 | 62.50% | +8.49% | -12.50% | -62.50% | -37.04% | 23:02 | 17:53 | 21:29 | 22:17 | 22:50 | 32:04 | 01:21 | 01:00 |
 | Veil of Discord | 8 | 5.52% | 41.0 | 62.50% | +8.49% | -12.50% | -62.50% | -10.60% | 21:12 | 15:36 | 18:25 | 21:57 | 23:08 | 24:20 | 04:43 | 03:29 |
 | Ring of Basilius | 11 | 7.59% | 39.7 | 54.55% | +0.07% | +12.12% | -21.22% | -3.80% | 14:20 | 06:53 | 08:59 | 15:08 | 17:45 | 22:50 | 08:46 | 06:29 |
 | Ghost Scepter | 6 | 4.14% | 38.5 | 66.67% | +12.71% | -16.67% | +33.33% | 0.00% | 34:14 | 22:53 | 27:56 | 29:57 | 39:00 | 47:41 | 11:04 | 08:11 |
 | Diffusal Blade | 4 | 2.76% | 37.2 | 75.00% | +21.10% | +25.00% | +25.00% | 0.00% | 25:22 | 16:47 | 16:47 | 19:14 | 31:56 | 33:29 | 15:09 | 11:13 |
 | Hurricane Pike | 7 | 4.83% | 35.9 | 57.14% | +2.79% | +42.86% | -57.14% | 0.00% | 26:10 | 20:25 | 23:19 | 24:40 | 26:09 | 35:30 | 02:50 | 02:05 |
 | Lotus Orb | 2 | 1.38% | 34.6 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 43:05 | 40:47 | 40:47 | 45:23 | 45:23 | 45:23 | 04:36 | 03:24 |
 | Disperser | 2 | 1.38% | 33.3 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 33:35 | 32:23 | 32:23 | 34:47 | 34:47 | 34:47 | 02:24 | 01:46 |
 | Scythe of Vyse | 2 | 1.38% | 32.1 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 54:19 | 49:15 | 49:15 | 59:22 | 59:22 | 59:22 | 10:07 | 07:29 |
 | Mjollnir | 5 | 3.45% | 30.8 | 60.00% | +5.71% | -60.00% | +40.00% | 0.00% | 33:56 | 27:43 | 27:43 | 31:51 | 36:52 | 44:21 | 09:09 | 06:46 |
 | Drum of Endurance | 7 | 4.83% | 29.5 | 42.86% | -12.21% | -42.86% | +57.14% | 0.00% | 32:08 | 25:22 | 27:51 | 31:39 | 33:13 | 42:09 | 05:22 | 03:58 |
 | Sange | 7 | 4.83% | 28.2 | 42.86% | -12.21% | -42.86% | -42.86% | 0.00% | 22:08 | 12:28 | 16:25 | 24:08 | 25:42 | 32:08 | 09:17 | 06:52 |
 | Sange and Yasha | 7 | 4.83% | 26.9 | 42.86% | -12.21% | -42.86% | -42.86% | 0.00% | 23:10 | 12:57 | 16:40 | 24:33 | 27:39 | 32:08 | 10:59 | 08:08 |
 | Hood of Defiance | 1 | 0.69% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.69% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.69% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.69% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.69% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 00:00 | 00:00 |
 | Bottle | 1 | 0.69% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.69% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Bracer | 1 | 0.69% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.69% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.69% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.69% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 1.38% | 11.5 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 27:59 | 22:57 | 22:57 | 33:00 | 33:00 | 33:00 | 10:03 | 07:26 |
 | Boots of Bearing | 2 | 1.38% | 10.3 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 40:17 | 38:25 | 38:25 | 42:09 | 42:09 | 42:09 | 03:44 | 02:45 |
 | Kaya | 2 | 1.38% | 9.0 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 43:09 | 32:41 | 32:41 | 53:37 | 53:37 | 53:37 | 20:56 | 15:30 |
 | Buckler | 2 | 1.38% | 7.7 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 27:59 | 22:57 | 22:57 | 33:00 | 33:00 | 33:00 | 10:03 | 07:26 |
 | Moon Shard | 2 | 1.38% | 6.4 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 54:09 | 50:53 | 50:53 | 57:25 | 57:25 | 57:25 | 06:32 | 04:50 |
 | Assault Cuirass | 2 | 1.38% | 5.1 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 29:54 | 25:12 | 25:12 | 34:35 | 34:35 | 34:35 | 09:23 | 06:57 |
 | Hand of Midas | 2 | 1.38% | 3.8 | 0.00% | -55.24% | 0.00% | 0.00% | 0.00% | 11:15 | 10:13 | 10:13 | 12:16 | 12:16 | 12:16 | 02:03 | 01:31 |
 | Eul's Scepter of Divinity | 1 | 0.69% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.69% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 00:00 | 00:00 |