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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 | |
 | Diffusal Blade | 8 | 8.00% | 100.0 | 100.00% | +46.74% | 0.00% | 0.00% | 0.00% | 17:48 | 15:04 | 15:20 | 16:57 | 19:42 | 21:44 | 04:22 | 03:14 |
 | Heart of Tarrasque | 48 | 48.00% | 98.4 | 70.83% | +26.60% | +12.50% | -4.16% | -4.10% | 26:33 | 20:00 | 23:45 | 26:08 | 27:49 | 37:13 | 04:04 | 03:00 |
 | Aghanim's Shard | 27 | 27.00% | 96.7 | 74.07% | +23.39% | +11.64% | +11.64% | 0.00% | 35:57 | 22:29 | 28:07 | 35:42 | 42:08 | 55:05 | 14:01 | 10:22 |
 | Manta Style | 87 | 87.00% | 95.1 | 59.77% | +21.31% | +17.50% | -5.22% | -13.11% | 14:54 | 11:54 | 13:55 | 14:52 | 15:39 | 19:35 | 01:44 | 01:17 |
 | Yasha | 87 | 87.00% | 93.4 | 59.77% | +21.31% | +12.96% | +8.41% | -2.55% | 11:03 | 08:11 | 10:07 | 10:53 | 11:54 | 14:30 | 01:47 | 01:19 |
 | Eye of Skadi | 56 | 56.00% | 91.8 | 62.50% | +12.50% | +16.07% | -5.36% | -3.87% | 24:34 | 18:02 | 20:52 | 22:22 | 26:24 | 41:14 | 05:32 | 04:05 |
 | Quelling Blade | 91 | 91.00% | 90.2 | 58.24% | +13.80% | +2.63% | +6.98% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:02 | 00:00 | 00:00 |
 | Boots of Speed | 100 | 100.00% | 88.5 | 57.00% | +57.00% | +7.00% | -5.00% | -6.73% | 04:38 | -01:23 | 03:27 | 04:17 | 05:14 | 23:27 | 01:47 | 01:19 |
 | Wraith Band | 38 | 38.00% | 86.9 | 63.16% | +9.93% | -13.16% | -7.60% | 5.56% | 03:19 | 01:25 | 01:47 | 01:58 | 02:33 | 23:22 | 00:46 | 00:34 |
 | Power Treads | 98 | 98.00% | 85.2 | 56.12% | -43.88% | +3.88% | -1.95% | -3.80% | 06:36 | 03:40 | 05:19 | 05:59 | 06:51 | 31:35 | 01:32 | 01:08 |
 | Aghanim's Scepter | 52 | 52.00% | 83.6 | 59.62% | +5.45% | -5.77% | -13.47% | -0.68% | 29:36 | 18:30 | 22:25 | 26:07 | 33:48 | 1:08:01 | 11:23 | 08:25 |
 | Butterfly | 38 | 38.00% | 82.0 | 60.53% | +5.69% | -10.53% | +6.14% | 3.52% | 31:58 | 21:09 | 28:32 | 30:18 | 33:16 | 56:56 | 04:44 | 03:30 |
 | Aghanim's Blessing | 18 | 18.00% | 80.3 | 66.67% | +11.79% | -6.67% | -16.67% | -1.63% | 46:34 | 32:44 | 43:06 | 45:50 | 49:14 | 1:08:01 | 06:08 | 04:32 |
 | Void Stone | 52 | 52.00% | 78.7 | 53.85% | -6.57% | +7.69% | +23.07% | 1.10% | 24:18 | 10:29 | 16:39 | 20:11 | 30:36 | 47:52 | 13:57 | 10:20 |
 | Magic Wand | 31 | 31.00% | 77.0 | 58.06% | +1.54% | +16.94% | -8.06% | -3.34% | 06:03 | -01:29 | 02:01 | 05:02 | 09:30 | 18:30 | 07:29 | 05:32 |
 | Orchid Malevolence | 46 | 46.00% | 75.4 | 54.35% | -4.91% | +3.98% | +9.29% | 0.47% | 24:45 | 14:51 | 19:12 | 20:58 | 30:24 | 42:53 | 11:12 | 08:17 |
 | Ring of Basilius | 35 | 35.00% | 73.8 | 54.29% | -4.17% | -9.85% | +1.27% | 1.48% | 11:11 | 03:56 | 06:28 | 08:28 | 13:59 | 34:48 | 07:31 | 05:34 |
 | Wind Lace | 24 | 24.00% | 72.1 | 58.33% | +1.75% | -25.00% | +8.34% | 6.65% | 09:52 | 04:47 | 07:08 | 10:13 | 12:09 | 14:40 | 05:01 | 03:42 |
 | Magic Stick | 43 | 43.00% | 70.5 | 51.16% | -10.24% | +3.39% | +3.39% | 0.00% | 00:55 | -01:29 | -01:29 | -01:28 | 01:48 | 12:51 | 03:17 | 02:25 |
 | Scythe of Vyse | 6 | 6.00% | 68.9 | 83.33% | +28.01% | +16.67% | +16.67% | 0.00% | 43:46 | 33:28 | 36:35 | 37:24 | 50:33 | 57:44 | 13:58 | 10:20 |
 | Bloodthorn | 30 | 30.00% | 67.2 | 53.33% | -5.24% | -3.33% | +18.10% | 2.86% | 35:15 | 28:52 | 31:08 | 33:18 | 38:37 | 45:23 | 07:29 | 05:32 |
 | Black King Bar | 22 | 22.00% | 65.6 | 54.55% | -3.14% | +12.12% | -14.55% | -3.13% | 36:44 | 25:37 | 29:45 | 35:19 | 38:16 | 56:55 | 08:31 | 06:18 |
 | Blink Dagger | 7 | 7.00% | 63.9 | 71.43% | +15.52% | +28.57% | -21.43% | 0.00% | 38:31 | 32:48 | 34:26 | 37:07 | 39:17 | 48:54 | 04:51 | 03:35 |
 | Mage Slayer | 27 | 27.00% | 62.3 | 48.15% | -12.12% | -19.58% | +8.99% | 3.70% | 33:29 | 20:30 | 29:29 | 31:44 | 37:12 | 45:06 | 07:43 | 05:42 |
 | Nullifier | 5 | 5.00% | 60.7 | 80.00% | +24.21% | +20.00% | +20.00% | 0.00% | 41:52 | 29:13 | 29:13 | 45:06 | 46:54 | 47:19 | 17:41 | 13:05 |
 | Helm of Iron Will | 5 | 5.00% | 59.0 | 80.00% | +24.21% | +20.00% | +20.00% | 0.00% | 40:45 | 28:52 | 28:52 | 44:09 | 46:07 | 47:06 | 17:15 | 12:46 |
 | Moon Shard | 8 | 8.00% | 57.4 | 62.50% | +5.98% | -12.50% | -12.50% | 0.00% | 51:07 | 45:56 | 46:35 | 49:13 | 50:39 | 1:01:13 | 04:04 | 03:00 |
 | Ring of Health | 22 | 22.00% | 55.7 | 45.45% | -14.81% | -28.78% | +14.55% | 1.52% | 32:05 | 09:39 | 17:32 | 30:00 | 46:02 | 60:13 | 28:30 | 21:06 |
 | Orb of Venom | 6 | 6.00% | 54.1 | 66.67% | +10.29% | -66.67% | +33.33% | 0.00% | 00:06 | -01:29 | -01:29 | -01:29 | 01:35 | 02:30 | 03:04 | 02:16 |
 | Swift Blink | 6 | 6.00% | 52.5 | 66.67% | +10.29% | +33.33% | +33.33% | 0.00% | 41:00 | 35:02 | 36:58 | 39:35 | 42:12 | 50:57 | 05:14 | 03:52 |
 | Skull Basher | 7 | 7.00% | 50.8 | 57.14% | +0.15% | +42.86% | -7.14% | 0.00% | 39:16 | 27:24 | 30:16 | 42:42 | 43:47 | 51:57 | 13:31 | 10:00 |
 | Wraith Pact | 8 | 8.00% | 49.2 | 50.00% | -7.61% | 0.00% | +50.00% | 4.59% | 26:46 | 14:26 | 20:13 | 23:25 | 31:07 | 37:56 | 10:54 | 08:04 |
 | Abyssal Blade | 5 | 5.00% | 47.5 | 60.00% | +3.16% | +40.00% | +40.00% | 0.00% | 42:40 | 31:41 | 31:41 | 46:36 | 49:32 | 52:45 | 17:51 | 13:13 |
 | Vanguard | 5 | 5.00% | 45.9 | 60.00% | +3.16% | +40.00% | +40.00% | 0.00% | 41:47 | 28:53 | 28:53 | 46:31 | 49:24 | 52:45 | 20:31 | 15:11 |
 | Buckler | 9 | 9.00% | 44.3 | 44.44% | -13.80% | +5.56% | +55.56% | 3.56% | 19:21 | 07:18 | 08:27 | 18:26 | 22:30 | 34:48 | 14:03 | 10:24 |
 | Linken's Sphere | 9 | 9.00% | 42.6 | 44.44% | -13.80% | -44.44% | +5.56% | 5.15% | 35:59 | 24:41 | 28:36 | 33:17 | 38:18 | 53:14 | 09:42 | 07:11 |
 | Vladmir's Offering | 9 | 9.00% | 41.0 | 44.44% | -13.80% | +5.56% | +55.56% | 6.04% | 23:07 | 10:41 | 19:40 | 21:28 | 27:57 | 34:49 | 08:17 | 06:08 |
 | Ring of Protection | 9 | 9.00% | 39.3 | 44.44% | -13.80% | +5.56% | +55.56% | 3.56% | 19:20 | 07:18 | 08:27 | 18:25 | 22:29 | 34:48 | 14:02 | 10:23 |
 | Morbid Mask | 10 | 10.00% | 37.7 | 40.00% | -18.89% | +26.67% | +10.00% | -1.50% | 23:43 | 09:42 | 19:37 | 20:38 | 30:44 | 34:48 | 11:07 | 08:14 |
 | Radiance | 3 | 3.00% | 36.1 | 66.67% | +9.97% | -66.67% | 0.00% | 0.00% | 28:16 | 26:05 | 26:05 | 27:24 | 31:19 | 31:19 | 05:14 | 03:52 |
 | Crystalys | 4 | 4.00% | 34.4 | 50.00% | -7.29% | -50.00% | -50.00% | 0.00% | 45:06 | 34:53 | 34:53 | 37:27 | 47:54 | 60:09 | 13:01 | 09:38 |
 | Silver Edge | 4 | 4.00% | 32.8 | 50.00% | -7.29% | -50.00% | -50.00% | 0.00% | 45:14 | 35:02 | 35:02 | 37:36 | 48:08 | 60:09 | 13:06 | 09:42 |
 | Javelin | 1 | 1.00% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.00% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 09:30 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.00% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.00% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.00% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 19:07 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.00% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.00% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.00% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 36:26 | 00:00 | 00:00 |
 | Headdress | 5 | 5.00% | 18.0 | 40.00% | -17.89% | +60.00% | -40.00% | 0.00% | 19:08 | 15:37 | 15:37 | 18:24 | 20:14 | 25:03 | 04:37 | 03:25 |
 | Shadow Blade | 5 | 5.00% | 16.4 | 40.00% | -17.89% | -40.00% | -40.00% | 0.00% | 39:20 | 28:59 | 28:59 | 32:13 | 43:31 | 60:08 | 14:32 | 10:45 |
 | Fluffy Hat | 2 | 2.00% | 14.8 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 22:14 | 08:07 | 08:07 | 36:20 | 36:20 | 36:20 | 28:13 | 20:54 |
 | Refresher Orb | 2 | 2.00% | 13.1 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 57:49 | 55:25 | 55:25 | 60:13 | 60:13 | 60:13 | 04:48 | 03:33 |
 | Hand of Midas | 2 | 2.00% | 11.5 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 09:56 | 09:25 | 09:25 | 10:27 | 10:27 | 10:27 | 01:02 | 00:45 |
 | Meteor Hammer | 4 | 4.00% | 9.8 | 25.00% | -33.33% | +75.00% | -25.00% | 0.00% | 16:14 | 12:18 | 12:18 | 12:21 | 14:10 | 26:05 | 01:52 | 01:22 |
 | Crown | 4 | 4.00% | 8.2 | 25.00% | -33.33% | +75.00% | -25.00% | 0.00% | 09:55 | 06:59 | 06:59 | 06:59 | 11:06 | 14:36 | 04:07 | 03:02 |
 | Pipe of Insight | 4 | 4.00% | 6.6 | 25.00% | -33.33% | +75.00% | -25.00% | 0.00% | 21:49 | 18:55 | 18:55 | 21:26 | 21:33 | 25:20 | 02:38 | 01:57 |
 | Hood of Defiance | 4 | 4.00% | 4.9 | 25.00% | -33.33% | -25.00% | -25.00% | 0.00% | 15:37 | 13:06 | 13:06 | 14:54 | 16:50 | 17:38 | 03:44 | 02:45 |
 | Force Staff | 1 | 1.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Satanic | 1 | 1.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |