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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 | |
 | Headdress | 19 | 18.10% | 100.0 | 84.21% | +45.84% | -24.21% | +15.79% | 3.27% | 16:32 | -01:29 | 09:47 | 14:36 | 22:02 | 38:37 | 12:15 | 09:04 |
 | Hood of Defiance | 7 | 6.67% | 98.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 21:46 | 14:30 | 16:11 | 21:27 | 24:34 | 28:21 | 08:23 | 06:12 |
 | Ring of Health | 18 | 17.14% | 96.9 | 77.78% | +37.55% | +22.22% | -2.78% | -1.88% | 28:30 | 09:58 | 21:27 | 29:05 | 34:44 | 42:43 | 13:17 | 09:50 |
 | Aghanim's Shard | 12 | 11.43% | 95.3 | 83.33% | +41.39% | +16.67% | +16.67% | 0.00% | 34:52 | 23:07 | 29:09 | 33:24 | 38:27 | 47:04 | 09:18 | 06:53 |
 | Holy Locket | 14 | 13.33% | 93.8 | 78.57% | +36.81% | -28.57% | +21.43% | 7.28% | 18:33 | 12:29 | 13:42 | 15:26 | 20:34 | 39:03 | 06:52 | 05:05 |
 | Hurricane Pike | 34 | 32.38% | 92.2 | 61.76% | +22.32% | -6.20% | +25.74% | 4.04% | 29:17 | 17:22 | 24:50 | 28:51 | 32:44 | 45:46 | 07:54 | 05:51 |
 | Arcane Boots | 7 | 6.67% | 90.6 | 85.71% | +41.83% | -35.71% | +14.29% | 3.24% | 22:18 | 10:05 | 11:58 | 16:51 | 27:25 | 39:27 | 15:27 | 11:26 |
 | Fluffy Hat | 99 | 94.29% | 89.1 | 48.48% | +31.81% | -4.48% | -0.48% | 0.45% | 11:00 | -01:30 | 06:07 | 09:21 | 14:59 | 33:42 | 08:52 | 06:34 |
 | Magic Wand | 102 | 97.14% | 87.5 | 48.04% | +48.04% | +9.65% | -0.04% | -2.29% | 07:30 | -01:30 | 05:10 | 07:35 | 09:24 | 17:31 | 04:14 | 03:08 |
 | Ring of Protection | 17 | 16.19% | 85.9 | 64.71% | +21.53% | +35.29% | -14.71% | -2.30% | 27:18 | -01:29 | 17:09 | 26:09 | 38:56 | 44:30 | 21:47 | 16:08 |
 | Force Staff | 82 | 78.10% | 84.4 | 48.78% | +9.65% | +3.60% | +16.22% | 1.84% | 22:56 | 12:42 | 19:14 | 22:31 | 26:05 | 34:48 | 06:51 | 05:04 |
 | Magic Stick | 104 | 99.05% | 82.8 | 47.12% | +47.12% | +18.26% | -0.97% | -3.58% | 03:27 | -01:29 | -01:28 | 02:54 | 06:50 | 13:37 | 08:18 | 06:08 |
 | Wraith Pact | 6 | 5.71% | 81.3 | 83.33% | +38.89% | +16.67% | +16.67% | 0.00% | 32:03 | 18:54 | 24:34 | 31:20 | 40:06 | 43:03 | 15:32 | 11:30 |
 | Boots of Speed | 100 | 95.24% | 79.7 | 45.00% | -35.00% | -9.00% | -5.00% | 0.99% | 07:11 | -01:29 | 04:41 | 06:33 | 08:44 | 33:10 | 04:03 | 03:00 |
 | Ring of Basilius | 14 | 13.33% | 78.1 | 64.29% | +20.33% | +10.71% | +2.38% | -0.60% | 30:20 | 09:01 | 26:29 | 29:27 | 40:21 | 44:30 | 13:52 | 10:16 |
 | Dragon Lance | 44 | 41.90% | 76.6 | 50.00% | +5.74% | -13.64% | +13.64% | 3.09% | 22:57 | 09:25 | 17:38 | 20:48 | 26:27 | 45:28 | 08:49 | 06:31 |
 | Buckler | 15 | 14.29% | 75.0 | 60.00% | +15.56% | +15.00% | -10.00% | -1.55% | 29:56 | 09:33 | 22:51 | 26:44 | 38:56 | 44:30 | 16:05 | 11:54 |
 | Wind Lace | 22 | 20.95% | 73.4 | 54.55% | +9.97% | +12.12% | -14.55% | -1.13% | 17:29 | -01:29 | 03:59 | 17:41 | 27:38 | 38:14 | 23:39 | 17:31 |
 | Blight Stone | 42 | 40.00% | 71.9 | 47.62% | +1.59% | +6.93% | +2.38% | -4.55% | 01:35 | -01:29 | -01:29 | -01:29 | -01:28 | 31:51 | 00:01 | 00:00 |
 | Glimmer Cape | 20 | 19.05% | 70.3 | 55.00% | +10.29% | +5.00% | -15.00% | -2.28% | 27:29 | 13:38 | 21:29 | 24:13 | 30:15 | 1:04:11 | 08:46 | 06:29 |
 | Morbid Mask | 13 | 12.38% | 68.8 | 61.54% | +16.97% | +5.13% | +5.13% | 0.00% | 32:02 | 13:47 | 20:05 | 33:53 | 40:52 | 44:30 | 20:47 | 15:23 |
 | Vladmir's Offering | 13 | 12.38% | 67.2 | 61.54% | +16.97% | +5.13% | +5.13% | 0.00% | 32:29 | 14:32 | 21:32 | 34:34 | 40:52 | 44:31 | 19:20 | 14:19 |
 | Boots of Bearing | 3 | 2.86% | 65.6 | 100.00% | +54.90% | 0.00% | 0.00% | 0.00% | 33:50 | 29:23 | 29:23 | 30:58 | 41:09 | 41:09 | 11:46 | 08:42 |
 | Pipe of Insight | 3 | 2.86% | 64.1 | 100.00% | +54.90% | 0.00% | 0.00% | 0.00% | 29:15 | 26:39 | 26:39 | 28:57 | 32:10 | 32:10 | 05:31 | 04:05 |
 | Drum of Endurance | 14 | 13.33% | 62.5 | 57.14% | +12.09% | +17.86% | -23.81% | -2.77% | 23:21 | 15:11 | 16:11 | 19:25 | 31:15 | 38:14 | 15:04 | 11:09 |
 | Power Treads | 58 | 55.24% | 60.9 | 41.38% | -11.81% | -8.05% | -5.67% | 0.48% | 15:35 | 07:13 | 11:16 | 13:24 | 16:16 | 38:17 | 05:00 | 03:42 |
 | Void Stone | 17 | 16.19% | 59.4 | 52.94% | +7.49% | -52.94% | +22.06% | 7.61% | 33:00 | 18:13 | 27:58 | 34:30 | 37:49 | 42:43 | 09:51 | 07:17 |
 | Chainmail | 16 | 15.24% | 57.8 | 50.00% | +3.93% | 0.00% | 0.00% | 0.00% | 24:14 | 07:19 | 13:35 | 26:11 | 31:51 | 42:36 | 18:16 | 13:31 |
 | Lotus Orb | 8 | 7.62% | 56.3 | 62.50% | +17.14% | +37.50% | -12.50% | -9.26% | 36:47 | 31:57 | 33:06 | 34:50 | 38:30 | 43:08 | 05:24 | 04:00 |
 | Solar Crest | 6 | 5.71% | 54.7 | 66.67% | +21.22% | -66.67% | +33.33% | 0.00% | 27:27 | 20:09 | 23:00 | 25:03 | 31:51 | 36:21 | 08:51 | 06:33 |
 | Crown | 6 | 5.71% | 53.1 | 66.67% | +21.22% | -16.67% | +33.33% | 0.00% | 25:19 | 17:41 | 20:42 | 22:11 | 31:51 | 35:52 | 11:09 | 08:15 |
 | Medallion of Courage | 9 | 8.57% | 51.6 | 55.56% | +9.73% | -5.56% | -5.56% | 0.00% | 19:48 | 07:31 | 08:07 | 20:19 | 26:12 | 31:51 | 18:05 | 13:23 |
 | Ghost Scepter | 4 | 3.81% | 50.0 | 75.00% | +29.46% | +25.00% | +25.00% | 0.00% | 33:03 | 26:14 | 26:14 | 27:35 | 36:55 | 41:29 | 10:41 | 07:54 |
 | Sange | 2 | 1.90% | 48.4 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 30:21 | 24:52 | 24:52 | 35:50 | 35:50 | 35:50 | 10:58 | 08:07 |
 | Javelin | 2 | 1.90% | 46.9 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 49:12 | 41:51 | 41:51 | 56:33 | 56:33 | 56:33 | 14:42 | 10:53 |
 | Heaven's Halberd | 2 | 1.90% | 45.3 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 31:23 | 26:12 | 26:12 | 36:34 | 36:34 | 36:34 | 10:22 | 07:40 |
 | Blink Dagger | 2 | 1.90% | 43.8 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 36:54 | 28:07 | 28:07 | 45:40 | 45:40 | 45:40 | 17:33 | 13:00 |
 | Tranquil Boots | 5 | 4.76% | 42.2 | 60.00% | +14.00% | -60.00% | +40.00% | 0.00% | 25:15 | 11:39 | 11:39 | 28:25 | 32:52 | 41:09 | 21:13 | 15:42 |
 | Bracer | 6 | 5.71% | 40.6 | 50.00% | +3.54% | +50.00% | +50.00% | 0.00% | 16:20 | 08:10 | 08:22 | 09:20 | 22:51 | 36:39 | 14:29 | 10:43 |
 | Null Talisman | 7 | 6.67% | 39.1 | 42.86% | -4.08% | -42.86% | +57.14% | 18.46% | 10:32 | 01:21 | 01:42 | 02:47 | 07:07 | 33:00 | 05:25 | 04:00 |
 | Aeon Disk | 1 | 0.95% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:37 | 49:37 | 49:37 | 49:37 | 49:37 | 49:37 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.95% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.95% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:17 | 59:17 | 59:17 | 59:17 | 59:17 | 59:17 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.95% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.95% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.95% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.95% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Witch Blade | 6 | 5.71% | 26.6 | 33.33% | -14.14% | -33.33% | -33.33% | 0.00% | 34:35 | 29:10 | 30:44 | 33:40 | 36:12 | 42:36 | 05:28 | 04:02 |
 | Black King Bar | 8 | 7.62% | 25.0 | 25.00% | -23.45% | -25.00% | +75.00% | 4.37% | 35:39 | 15:59 | 19:56 | 40:11 | 42:49 | 43:59 | 22:53 | 16:57 |
 | Mage Slayer | 2 | 1.90% | 23.4 | 50.00% | +3.40% | +50.00% | 0.00% | 0.00% | 22:00 | 18:23 | 18:23 | 25:36 | 25:36 | 25:36 | 07:13 | 05:20 |
 | Quelling Blade | 2 | 1.90% | 21.9 | 50.00% | +3.40% | -50.00% | 0.00% | 0.00% | 09:58 | 09:19 | 09:19 | 10:36 | 10:36 | 10:36 | 01:17 | 00:57 |
 | Vanguard | 2 | 1.90% | 20.3 | 50.00% | +3.40% | +50.00% | 0.00% | 0.00% | 26:33 | 22:08 | 22:08 | 30:58 | 30:58 | 30:58 | 08:50 | 06:32 |
 | Falcon Blade | 3 | 2.86% | 18.8 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 08:01 | 07:08 | 07:08 | 07:39 | 09:15 | 09:15 | 02:07 | 01:34 |
 | Scythe of Vyse | 3 | 2.86% | 17.2 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 35:49 | 32:40 | 32:40 | 34:27 | 40:21 | 40:21 | 07:41 | 05:41 |
 | Moon Shard | 7 | 6.67% | 15.6 | 14.29% | -34.69% | -14.29% | -14.29% | 0.00% | 39:31 | 24:48 | 36:16 | 38:06 | 39:42 | 59:34 | 03:26 | 02:32 |
 | Crimson Guard | 1 | 0.95% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.95% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.95% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.95% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:51 | 55:51 | 55:51 | 55:51 | 55:51 | 55:51 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.95% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.95% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.95% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.95% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 00:00 | 00:00 |
 | Orchid Malevolence | 3 | 2.86% | 1.6 | 0.00% | -48.04% | 0.00% | 0.00% | 0.00% | 23:26 | 18:34 | 18:34 | 23:31 | 28:13 | 28:13 | 09:39 | 07:08 |