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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 | |
 | Bottle | 5 | 23.81% | 100.0 | 80.00% | +55.00% | +20.00% | +20.00% | 0.00% | 01:36 | 01:31 | 01:31 | 01:33 | 01:35 | 01:50 | 00:04 | 00:02 |
 | Aghanim's Scepter | 4 | 19.05% | 98.3 | 75.00% | +45.59% | +25.00% | -75.00% | -6.44% | 24:10 | 16:02 | 16:02 | 16:31 | 31:34 | 32:32 | 15:32 | 11:30 |
 | Boots of Travel | 4 | 19.05% | 96.7 | 75.00% | +45.59% | +25.00% | -75.00% | -10.99% | 28:26 | 18:46 | 18:46 | 24:37 | 27:52 | 42:27 | 09:06 | 06:44 |
 | Magic Wand | 20 | 95.24% | 95.0 | 40.00% | +40.00% | 0.00% | 0.00% | 0.00% | 05:23 | -01:29 | 02:24 | 03:08 | 07:53 | 16:47 | 05:29 | 04:03 |
 | Magic Stick | 20 | 95.24% | 93.3 | 40.00% | +40.00% | -20.00% | 0.00% | 17.65% | 02:36 | -01:29 | -01:29 | 01:31 | 02:37 | 16:47 | 04:06 | 03:02 |
 | Boots of Speed | 21 | 100.00% | 91.7 | 38.10% | +38.10% | +21.90% | -18.10% | -19.67% | 05:44 | 01:56 | 04:43 | 05:32 | 06:45 | 09:53 | 02:02 | 01:30 |
 | Bracer | 14 | 66.67% | 90.0 | 42.86% | +14.29% | +7.14% | -42.86% | -29.41% | 04:52 | -00:20 | 03:22 | 03:30 | 05:04 | 14:00 | 01:42 | 01:15 |
 | Aghanim's Shard | 5 | 23.81% | 88.3 | 60.00% | +28.75% | +40.00% | -60.00% | -13.54% | 23:58 | 16:06 | 16:06 | 17:09 | 23:29 | 46:28 | 07:23 | 05:28 |
 | Black King Bar | 6 | 28.57% | 86.7 | 50.00% | +16.67% | +50.00% | -50.00% | -2.85% | 42:00 | 20:53 | 23:12 | 33:30 | 58:16 | 1:08:07 | 35:04 | 25:58 |
 | Blink Dagger | 6 | 28.57% | 85.0 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 37:15 | 19:41 | 21:57 | 23:32 | 53:10 | 1:10:28 | 31:13 | 23:07 |
 | Javelin | 3 | 14.29% | 83.3 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 18:09 | 16:19 | 16:19 | 18:49 | 19:19 | 19:19 | 03:00 | 02:13 |
 | Mekansm | 7 | 33.33% | 81.7 | 42.86% | +7.15% | +7.14% | -42.86% | -7.43% | 14:11 | 09:49 | 09:49 | 14:47 | 16:33 | 19:23 | 06:44 | 04:59 |
 | Rod of Atos | 4 | 19.05% | 80.0 | 50.00% | +14.71% | +50.00% | -50.00% | -25.32% | 13:38 | 09:19 | 09:19 | 11:11 | 13:16 | 20:45 | 03:57 | 02:55 |
 | Buckler | 4 | 19.05% | 78.3 | 50.00% | +14.71% | +50.00% | -50.00% | -48.00% | 19:34 | 10:35 | 10:35 | 11:15 | 12:40 | 43:46 | 02:05 | 01:32 |
 | Headdress | 9 | 42.86% | 76.7 | 33.33% | -8.34% | +16.67% | +16.67% | 0.00% | 11:12 | 05:47 | 05:55 | 11:52 | 14:37 | 15:26 | 08:42 | 06:26 |
 | Crown | 9 | 42.86% | 75.0 | 33.33% | -8.34% | +16.67% | -33.33% | -3.58% | 15:23 | 03:53 | 04:38 | 11:36 | 18:35 | 34:04 | 13:57 | 10:20 |
 | Arcane Boots | 10 | 47.62% | 73.3 | 30.00% | -15.45% | +3.33% | +20.00% | 2.51% | 09:12 | 04:25 | 05:35 | 06:48 | 12:14 | 16:32 | 06:39 | 04:55 |
 | Chainmail | 10 | 47.62% | 71.7 | 30.00% | -15.45% | +36.67% | -30.00% | -7.42% | 13:10 | 06:32 | 07:24 | 11:29 | 16:23 | 24:47 | 08:59 | 06:39 |
 | Overwhelming Blink | 1 | 4.76% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 1:11:39 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 4.76% | 68.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Satanic | 1 | 4.76% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:45 | 1:01:45 | 1:01:45 | 1:01:45 | 1:01:45 | 1:01:45 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.76% | 65.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 4.76% | 63.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 09:15 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.76% | 61.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.76% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.76% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 23.81% | 56.7 | 40.00% | +2.50% | +60.00% | -40.00% | -41.96% | 18:07 | 10:17 | 10:17 | 12:39 | 12:40 | 43:46 | 02:23 | 01:45 |
 | Guardian Greaves | 5 | 23.81% | 55.0 | 40.00% | +2.50% | +60.00% | -40.00% | -8.89% | 22:27 | 13:41 | 13:41 | 15:17 | 24:56 | 44:33 | 11:15 | 08:20 |
 | Maelstrom | 2 | 9.52% | 53.3 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 21:39 | 19:19 | 19:19 | 23:59 | 23:59 | 23:59 | 04:40 | 03:27 |
 | Cornucopia | 2 | 9.52% | 51.7 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 40:11 | 27:53 | 27:53 | 52:29 | 52:29 | 52:29 | 24:36 | 18:13 |
 | Gleipnir | 2 | 9.52% | 50.0 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 23:08 | 21:24 | 21:24 | 24:51 | 24:51 | 24:51 | 03:27 | 02:33 |
 | Daedalus | 2 | 9.52% | 48.3 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 42:32 | 40:27 | 40:27 | 44:36 | 44:36 | 44:36 | 04:09 | 03:04 |
 | Linken's Sphere | 2 | 9.52% | 46.7 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 41:44 | 30:58 | 30:58 | 52:29 | 52:29 | 52:29 | 21:31 | 15:56 |
 | Sange | 3 | 14.29% | 45.0 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 26:58 | 19:04 | 19:04 | 28:45 | 33:04 | 33:04 | 14:00 | 10:22 |
 | Void Stone | 3 | 14.29% | 43.3 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 18:28 | 12:39 | 12:39 | 16:28 | 26:17 | 26:17 | 13:38 | 10:05 |
 | Heaven's Halberd | 3 | 14.29% | 41.7 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 28:48 | 22:21 | 22:21 | 31:00 | 33:04 | 33:04 | 10:43 | 07:56 |
 | Crystalys | 3 | 14.29% | 40.0 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 37:00 | 33:28 | 33:28 | 38:25 | 39:08 | 39:08 | 05:40 | 04:11 |
 | Glimmer Cape | 4 | 19.05% | 38.3 | 25.00% | -16.18% | -25.00% | -25.00% | 0.00% | 25:26 | 19:24 | 19:24 | 22:14 | 26:22 | 33:42 | 06:58 | 05:09 |
 | Force Staff | 5 | 23.81% | 36.7 | 20.00% | -23.75% | -20.00% | -20.00% | 0.00% | 29:08 | 22:09 | 22:09 | 25:45 | 35:50 | 37:09 | 13:41 | 10:08 |
 | Wind Lace | 7 | 33.33% | 35.0 | 14.29% | -35.71% | -14.29% | -14.29% | 0.00% | 17:43 | 06:37 | 09:23 | 14:36 | 18:35 | 34:04 | 09:12 | 06:48 |
 | Fluffy Hat | 7 | 33.33% | 33.3 | 14.29% | -35.71% | +35.71% | -14.29% | -4.51% | 21:03 | 02:02 | 10:23 | 20:39 | 21:28 | 37:05 | 11:05 | 08:12 |
 | Boots of Bearing | 1 | 4.76% | 31.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 9.52% | 30.0 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 15:57 | 15:26 | 15:26 | 16:28 | 16:28 | 16:28 | 01:02 | 00:45 |
 | Hurricane Pike | 1 | 4.76% | 28.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Vanguard | 1 | 4.76% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 00:00 | 00:00 |
 | Pavise | 1 | 4.76% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.76% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:01 | 54:01 | 54:01 | 54:01 | 54:01 | 54:01 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 9.52% | 21.7 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 25:44 | 22:04 | 22:04 | 29:23 | 29:23 | 29:23 | 07:19 | 05:25 |
 | Dragon Lance | 1 | 4.76% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 4.76% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Blight Stone | 4 | 19.05% | 16.7 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 20:52 | 11:43 | 11:43 | 12:54 | 24:48 | 34:04 | 13:05 | 09:41 |
 | Octarine Core | 1 | 4.76% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 4.76% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 55:13 | 00:00 | 00:00 |
 | Solar Crest | 4 | 19.05% | 11.7 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 25:54 | 19:17 | 19:17 | 19:30 | 30:45 | 34:04 | 11:28 | 08:29 |
 | Nullifier | 1 | 4.76% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 9.52% | 8.3 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 19:38 | 15:16 | 15:16 | 24:00 | 24:00 | 24:00 | 08:44 | 06:28 |
 | Medallion of Courage | 4 | 19.05% | 6.7 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 21:09 | 11:44 | 11:44 | 14:00 | 24:48 | 34:04 | 13:04 | 09:40 |
 | Drum of Endurance | 2 | 9.52% | 5.0 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 17:15 | 12:07 | 12:07 | 22:23 | 22:23 | 22:23 | 10:16 | 07:36 |
 | Ring of Health | 2 | 9.52% | 3.3 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 08:26 | 07:57 | 07:57 | 08:54 | 08:54 | 08:54 | 00:57 | 00:42 |
 | Boots of Travel 2 | 1 | 4.76% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:02 | 1:06:02 | 1:06:02 | 1:06:02 | 1:06:02 | 1:06:02 | 00:00 | 00:00 |