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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 | |
 | Buckler | 10 | 41.67% | 100.0 | 60.00% | +38.57% | +6.67% | -10.00% | -0.97% | 23:31 | 12:29 | 15:17 | 18:35 | 32:25 | 35:53 | 17:08 | 12:41 |
 | Assault Cuirass | 6 | 25.00% | 98.2 | 66.67% | +38.89% | -16.67% | -66.67% | -26.09% | 36:55 | 32:27 | 34:21 | 35:23 | 36:16 | 47:32 | 01:55 | 01:25 |
 | Vanguard | 4 | 16.67% | 96.4 | 75.00% | +45.00% | -75.00% | +25.00% | 42.55% | 27:29 | 20:44 | 20:44 | 21:18 | 23:05 | 44:50 | 02:21 | 01:44 |
 | Chainmail | 22 | 91.67% | 94.5 | 40.91% | +40.91% | -7.58% | -40.91% | -8.10% | 07:58 | 02:06 | 05:43 | 08:26 | 09:50 | 12:54 | 04:07 | 03:02 |
 | Quelling Blade | 16 | 66.67% | 92.7 | 43.75% | +18.75% | +6.25% | +6.25% | 0.00% | -00:58 | -01:29 | -01:29 | -01:29 | -01:28 | 02:45 | 00:01 | 00:00 |
 | Bracer | 13 | 54.17% | 90.9 | 46.15% | +18.88% | +20.52% | -12.82% | -28.17% | 02:22 | 01:06 | 01:55 | 02:11 | 03:06 | 03:20 | 01:11 | 00:52 |
 | Ring of Protection | 20 | 83.33% | 89.1 | 40.00% | +15.00% | -20.00% | +20.00% | 7.08% | 07:30 | -01:29 | 04:05 | 05:06 | 09:44 | 29:11 | 05:39 | 04:11 |
 | Boots of Speed | 24 | 100.00% | 87.3 | 37.50% | +37.50% | +12.50% | -20.83% | -10.99% | 05:24 | 01:53 | 03:30 | 04:55 | 06:32 | 11:35 | 03:02 | 02:14 |
 | Magic Wand | 19 | 79.17% | 85.5 | 36.84% | -3.16% | +63.16% | -36.84% | -16.13% | 06:38 | -01:29 | 03:41 | 05:08 | 09:53 | 15:20 | 06:12 | 04:35 |
 | Ring of Health | 8 | 33.33% | 83.6 | 50.00% | +18.75% | 0.00% | +50.00% | 2.85% | 23:41 | 06:00 | 12:33 | 17:22 | 30:04 | 44:50 | 17:31 | 12:58 |
 | Mekansm | 5 | 20.83% | 81.8 | 60.00% | +28.42% | +40.00% | -60.00% | -28.57% | 12:03 | 10:14 | 10:14 | 11:06 | 13:44 | 14:10 | 03:30 | 02:35 |
 | Echo Sabre | 5 | 20.83% | 80.0 | 60.00% | +28.42% | +40.00% | -60.00% | -100.00% | 13:39 | 12:49 | 12:49 | 13:27 | 13:47 | 14:50 | 00:58 | 00:42 |
 | Guardian Greaves | 5 | 20.83% | 78.2 | 60.00% | +28.42% | +40.00% | +40.00% | 0.00% | 19:03 | 14:02 | 14:02 | 18:25 | 18:48 | 29:34 | 04:46 | 03:31 |
 | Magic Stick | 21 | 87.50% | 76.4 | 33.33% | -33.34% | +6.67% | -13.33% | -3.21% | 02:48 | -01:29 | -01:29 | 01:07 | 07:43 | 09:53 | 09:12 | 06:48 |
 | Phase Boots | 17 | 70.83% | 74.5 | 35.29% | -7.57% | +14.71% | -35.29% | -18.40% | 08:45 | 05:55 | 06:57 | 08:56 | 09:40 | 13:12 | 02:43 | 02:00 |
 | Arcane Boots | 6 | 25.00% | 72.7 | 50.00% | +16.67% | 0.00% | -50.00% | -25.00% | 07:32 | 04:42 | 05:40 | 06:13 | 07:40 | 14:23 | 02:00 | 01:28 |
 | Void Stone | 6 | 25.00% | 70.9 | 50.00% | +16.67% | -50.00% | +50.00% | 5.43% | 35:25 | 24:01 | 25:02 | 30:04 | 43:26 | 47:57 | 18:24 | 13:37 |
 | Black King Bar | 10 | 41.67% | 69.1 | 40.00% | +4.29% | -6.67% | -40.00% | -3.36% | 22:09 | 16:13 | 18:37 | 19:09 | 28:32 | 30:11 | 09:55 | 07:20 |
 | Hood of Defiance | 3 | 12.50% | 67.3 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 14:19 | 12:36 | 12:36 | 12:43 | 17:37 | 17:37 | 05:01 | 03:42 |
 | Crimson Guard | 3 | 12.50% | 65.5 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 25:39 | 24:14 | 24:14 | 24:41 | 28:02 | 28:02 | 03:48 | 02:48 |
 | Wraith Pact | 3 | 12.50% | 63.6 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 24:55 | 20:30 | 20:30 | 24:19 | 29:56 | 29:56 | 09:26 | 06:59 |
 | Ring of Basilius | 3 | 12.50% | 61.8 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 19:05 | 15:20 | 15:20 | 16:52 | 25:03 | 25:03 | 09:43 | 07:11 |
 | Helm of Iron Will | 3 | 12.50% | 60.0 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 24:28 | 21:53 | 21:53 | 23:51 | 27:39 | 27:39 | 05:46 | 04:16 |
 | Vladmir's Offering | 3 | 12.50% | 58.2 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 21:52 | 17:33 | 17:33 | 20:11 | 27:52 | 27:52 | 10:19 | 07:38 |
 | Morbid Mask | 3 | 12.50% | 56.4 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 21:38 | 17:13 | 17:13 | 20:08 | 27:34 | 27:34 | 10:21 | 07:40 |
 | Soul Ring | 16 | 66.67% | 54.5 | 31.25% | -18.75% | -6.25% | -31.25% | -9.38% | 06:47 | 04:06 | 05:13 | 05:56 | 07:53 | 10:15 | 02:40 | 01:58 |
 | Headdress | 7 | 29.17% | 52.7 | 42.86% | +7.57% | +57.14% | -42.86% | -26.09% | 11:56 | 07:50 | 08:23 | 09:34 | 12:13 | 21:39 | 03:50 | 02:50 |
 | Heaven's Halberd | 4 | 16.67% | 50.9 | 50.00% | +15.00% | +50.00% | +50.00% | 0.00% | 27:50 | 17:14 | 17:14 | 18:05 | 36:29 | 39:33 | 19:15 | 14:15 |
 | Aghanim's Shard | 10 | 41.67% | 49.1 | 30.00% | -12.86% | +3.33% | +20.00% | 1.67% | 23:51 | 17:56 | 18:16 | 20:59 | 28:14 | 37:44 | 09:58 | 07:22 |
 | Scythe of Vyse | 1 | 4.17% | 47.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.17% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.17% | 43.6 | 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 |
 | Falcon Blade | 1 | 4.17% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.17% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 4.17% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.17% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 4.17% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.17% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 42:12 | 00:00 | 00:00 |
 | Wraith Band | 1 | 4.17% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 20.83% | 29.1 | 40.00% | +3.16% | +60.00% | -40.00% | -11.17% | 29:21 | 23:25 | 23:25 | 26:33 | 32:22 | 39:41 | 08:57 | 06:37 |
 | Sange | 5 | 20.83% | 27.3 | 40.00% | +3.16% | +60.00% | +60.00% | 0.00% | 27:32 | 13:49 | 13:49 | 33:52 | 34:46 | 39:09 | 20:57 | 15:31 |
 | Desolator | 7 | 29.17% | 25.5 | 28.57% | -12.61% | +21.43% | +21.43% | 0.00% | 20:06 | 16:15 | 16:18 | 17:47 | 22:51 | 26:23 | 06:33 | 04:51 |
 | Blight Stone | 7 | 29.17% | 23.6 | 28.57% | -12.61% | -28.57% | +21.43% | 7.08% | 16:31 | 09:39 | 10:43 | 15:57 | 17:47 | 26:00 | 07:04 | 05:14 |
 | Blink Dagger | 8 | 33.33% | 21.8 | 25.00% | -18.75% | +25.00% | -25.00% | -6.82% | 32:16 | 25:05 | 25:49 | 29:29 | 33:09 | 47:54 | 07:20 | 05:25 |
 | Pipe of Insight | 2 | 8.33% | 20.0 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 16:15 | 16:13 | 16:13 | 16:16 | 16:16 | 16:16 | 00:03 | 00:02 |
 | Skull Basher | 2 | 8.33% | 18.2 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 30:30 | 27:56 | 27:56 | 33:04 | 33:04 | 33:04 | 05:08 | 03:48 |
 | Wind Lace | 3 | 12.50% | 16.4 | 33.33% | -4.77% | -33.33% | 0.00% | 0.00% | 17:47 | 05:15 | 05:15 | 23:35 | 24:30 | 24:30 | 19:15 | 14:15 |
 | Fluffy Hat | 3 | 12.50% | 14.5 | 33.33% | -4.77% | +66.67% | 0.00% | 0.00% | 18:51 | 07:52 | 07:52 | 18:47 | 29:54 | 29:54 | 22:02 | 16:19 |
 | Mage Slayer | 3 | 12.50% | 12.7 | 33.33% | -4.77% | +66.67% | 0.00% | 0.00% | 25:58 | 21:14 | 21:14 | 27:19 | 29:22 | 29:22 | 08:08 | 06:01 |
 | Divine Rapier | 1 | 4.17% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 00:00 | 00:00 |
 | Holy Locket | 1 | 4.17% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 29:38 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 8.33% | 7.3 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 27:14 | 24:14 | 24:14 | 30:14 | 30:14 | 30:14 | 06:00 | 04:26 |
 | Force Staff | 1 | 4.17% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 4.17% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 4.17% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |