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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 | |
 | Crystalys | 5 | 8.77% | 100.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 28:09 | 24:27 | 24:27 | 27:31 | 30:43 | 32:49 | 06:16 | 04:38 |
 | Javelin | 28 | 49.12% | 98.4 | 64.29% | +26.36% | -7.15% | -7.15% | 0.00% | 17:21 | 07:48 | 11:15 | 13:12 | 16:43 | 48:38 | 05:28 | 04:02 |
 | Witch Blade | 34 | 59.65% | 96.8 | 61.76% | +26.98% | +16.02% | -24.26% | -12.86% | 13:18 | 06:19 | 11:24 | 11:44 | 14:32 | 28:30 | 03:08 | 02:19 |
 | Assault Cuirass | 25 | 43.86% | 95.2 | 64.00% | +23.37% | -14.00% | +2.67% | 3.32% | 28:47 | 18:09 | 26:24 | 28:01 | 31:25 | 35:38 | 05:01 | 03:42 |
 | Buckler | 29 | 50.88% | 93.5 | 62.07% | +22.78% | +9.36% | -4.93% | -2.62% | 27:04 | 17:44 | 24:55 | 25:58 | 30:22 | 35:09 | 05:27 | 04:02 |
 | Ring of Protection | 29 | 50.88% | 91.9 | 62.07% | +22.78% | +9.36% | -4.93% | -2.62% | 27:03 | 17:44 | 24:55 | 25:58 | 30:22 | 35:09 | 05:27 | 04:02 |
 | Satanic | 9 | 15.79% | 90.3 | 77.78% | +31.95% | -27.78% | +22.22% | 5.35% | 35:21 | 26:29 | 26:44 | 33:34 | 36:05 | 60:31 | 09:21 | 06:55 |
 | Maelstrom | 26 | 45.61% | 88.7 | 61.54% | +19.60% | -4.40% | -28.21% | -6.87% | 17:46 | 11:16 | 13:50 | 15:58 | 17:18 | 47:39 | 03:28 | 02:34 |
 | Magic Stick | 41 | 71.93% | 87.1 | 56.10% | +18.60% | -6.10% | -6.10% | 0.00% | 06:01 | -01:29 | 01:37 | 04:43 | 07:32 | 19:57 | 05:55 | 04:22 |
 | Magic Wand | 41 | 71.93% | 85.5 | 56.10% | +18.60% | +3.90% | -16.10% | -2.46% | 07:56 | 00:57 | 03:36 | 06:41 | 11:44 | 22:29 | 08:08 | 06:01 |
 | Chainmail | 39 | 68.42% | 83.9 | 56.41% | +17.52% | +13.59% | -16.41% | -10.00% | 10:54 | 05:08 | 08:06 | 09:21 | 11:06 | 25:51 | 03:00 | 02:13 |
 | Mjollnir | 11 | 19.30% | 82.3 | 72.73% | +27.08% | -6.06% | +27.27% | 2.11% | 28:20 | 15:14 | 18:10 | 30:55 | 33:58 | 48:51 | 15:48 | 11:42 |
 | Morbid Mask | 13 | 22.81% | 80.6 | 69.23% | +23.78% | -35.90% | -2.56% | 3.15% | 28:13 | 08:15 | 22:44 | 30:23 | 33:20 | 39:03 | 10:36 | 07:51 |
 | Black King Bar | 49 | 85.96% | 79.0 | 53.06% | +15.56% | +13.61% | -3.06% | -5.78% | 21:29 | 16:38 | 19:20 | 21:15 | 22:13 | 30:49 | 02:53 | 02:08 |
 | Boots of Speed | 57 | 100.00% | 77.4 | 50.88% | +50.88% | -8.02% | +6.26% | 9.74% | 04:07 | 00:57 | 03:08 | 04:04 | 04:36 | 13:27 | 01:28 | 01:05 |
 | Power Treads | 55 | 96.49% | 75.8 | 50.91% | +0.91% | +6.23% | -0.91% | -4.16% | 06:14 | 04:01 | 05:10 | 06:08 | 06:53 | 15:03 | 01:43 | 01:16 |
 | Aghanim's Shard | 16 | 28.07% | 74.2 | 62.50% | +16.16% | +12.50% | +37.50% | 5.30% | 26:24 | 20:00 | 21:56 | 23:48 | 26:39 | 53:38 | 04:43 | 03:29 |
 | Blight Stone | 54 | 94.74% | 72.6 | 48.15% | -51.85% | +16.14% | -2.00% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 12:54 | 00:00 | 00:00 |
 | Daedalus | 3 | 5.26% | 71.0 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 32:16 | 30:45 | 30:45 | 30:54 | 35:09 | 35:09 | 04:24 | 03:15 |
 | Moon Shard | 3 | 5.26% | 69.4 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 46:21 | 27:30 | 27:30 | 50:52 | 60:42 | 60:42 | 33:12 | 24:35 |
 | Eye of Skadi | 7 | 12.28% | 67.7 | 71.43% | +23.43% | -71.43% | +28.57% | 12.12% | 35:27 | 25:20 | 30:05 | 37:54 | 38:20 | 40:18 | 08:15 | 06:06 |
 | Orchid Malevolence | 22 | 38.60% | 66.1 | 45.45% | -8.84% | -12.12% | +14.55% | 15.84% | 13:57 | 11:29 | 12:57 | 13:45 | 14:38 | 19:11 | 01:41 | 01:14 |
 | Aeon Disk | 4 | 7.02% | 64.5 | 75.00% | +25.94% | +25.00% | +25.00% | 0.00% | 41:50 | 30:01 | 30:01 | 30:15 | 51:12 | 55:53 | 21:11 | 15:41 |
 | Monkey King Bar | 4 | 7.02% | 62.9 | 75.00% | +25.94% | -75.00% | +25.00% | 0.00% | 42:19 | 35:03 | 35:03 | 40:05 | 45:06 | 49:02 | 10:03 | 07:26 |
 | Null Talisman | 2 | 3.51% | 61.3 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 02:12 | 01:52 | 01:52 | 02:31 | 02:31 | 02:31 | 00:39 | 00:28 |
 | Scythe of Vyse | 2 | 3.51% | 59.7 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 33:09 | 27:10 | 27:10 | 39:07 | 39:07 | 39:07 | 11:57 | 08:51 |
 | Desolator | 5 | 8.77% | 58.1 | 60.00% | +10.00% | -60.00% | +40.00% | 6.89% | 27:14 | 14:36 | 14:36 | 24:35 | 29:07 | 46:36 | 14:31 | 10:45 |
 | Aghanim's Scepter | 3 | 5.26% | 56.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 28:15 | 19:12 | 19:12 | 20:35 | 44:59 | 44:59 | 25:47 | 19:05 |
 | Crown | 8 | 14.04% | 54.8 | 37.50% | -15.56% | +12.50% | +12.50% | 0.00% | 17:52 | 05:59 | 07:13 | 17:31 | 19:56 | 29:18 | 12:43 | 09:25 |
 | Bloodthorn | 4 | 7.02% | 53.2 | 50.00% | -0.94% | -50.00% | +50.00% | 0.00% | 36:43 | 28:19 | 28:19 | 35:45 | 36:09 | 46:40 | 07:50 | 05:48 |
 | Void Stone | 4 | 7.02% | 51.6 | 50.00% | -0.94% | +50.00% | +50.00% | 0.00% | 33:56 | 27:10 | 27:10 | 33:26 | 36:02 | 39:07 | 08:52 | 06:34 |
 | Drum of Endurance | 1 | 1.75% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.75% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.75% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.75% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.75% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.75% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.75% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.75% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.75% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.75% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Ring of Health | 5 | 8.77% | 33.9 | 40.00% | -11.92% | -40.00% | -40.00% | 0.00% | 25:34 | 11:45 | 11:45 | 31:13 | 32:02 | 36:02 | 20:17 | 15:01 |
 | Wind Lace | 6 | 10.53% | 32.3 | 33.33% | -19.61% | -33.33% | +66.67% | 6.24% | 24:48 | 15:32 | 16:07 | 20:17 | 32:09 | 43:32 | 16:02 | 11:52 |
 | Rod of Atos | 2 | 3.51% | 30.6 | 50.00% | -0.91% | -50.00% | 0.00% | 0.00% | 29:25 | 28:21 | 28:21 | 30:28 | 30:28 | 30:28 | 02:07 | 01:34 |
 | Gleipnir | 2 | 3.51% | 29.0 | 50.00% | -0.91% | +50.00% | 0.00% | 0.00% | 30:47 | 30:28 | 30:28 | 31:06 | 31:06 | 31:06 | 00:38 | 00:28 |
 | Hood of Defiance | 2 | 3.51% | 27.4 | 50.00% | -0.91% | -50.00% | 0.00% | 0.00% | 14:17 | 11:45 | 11:45 | 16:49 | 16:49 | 16:49 | 05:04 | 03:45 |
 | Nullifier | 3 | 5.26% | 25.8 | 33.33% | -18.52% | +66.67% | 0.00% | 0.00% | 35:26 | 24:58 | 24:58 | 35:43 | 45:36 | 45:36 | 20:38 | 15:17 |
 | Headdress | 4 | 7.02% | 24.2 | 25.00% | -27.83% | -25.00% | +75.00% | 0.00% | 09:06 | 07:14 | 07:14 | 07:20 | 09:46 | 12:03 | 02:32 | 01:52 |
 | Mekansm | 4 | 7.02% | 22.6 | 25.00% | -27.83% | -25.00% | +75.00% | 0.00% | 11:50 | 09:26 | 09:26 | 12:09 | 12:26 | 13:17 | 03:00 | 02:13 |
 | Helm of Iron Will | 4 | 7.02% | 21.0 | 25.00% | -27.83% | +75.00% | -25.00% | 0.00% | 32:36 | 24:25 | 24:25 | 25:42 | 35:43 | 44:32 | 11:18 | 08:22 |
 | Solar Crest | 4 | 7.02% | 19.4 | 25.00% | -27.83% | -25.00% | +75.00% | 0.00% | 19:14 | 16:35 | 16:35 | 18:03 | 20:40 | 21:37 | 04:05 | 03:01 |
 | Shadow Blade | 4 | 7.02% | 17.7 | 25.00% | -27.83% | +75.00% | -25.00% | 0.00% | 34:12 | 18:57 | 18:57 | 37:45 | 39:20 | 40:45 | 20:23 | 15:05 |
 | Medallion of Courage | 5 | 8.77% | 16.1 | 20.00% | -33.85% | -20.00% | -20.00% | 0.00% | 14:58 | 08:25 | 08:25 | 15:33 | 18:57 | 19:02 | 10:32 | 07:48 |
 | Mask of Madness | 1 | 1.75% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.75% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.75% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.75% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.75% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.75% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.75% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:52 | 45:52 | 45:52 | 45:52 | 45:52 | 45:52 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.75% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.75% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:30 | 00:30 | 00:30 | 00:30 | 00:30 | 00:30 | 00:00 | 00:00 |