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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 | |
 | Heaven's Halberd | 13 | 20.63% | 100.0 | 84.62% | +50.62% | +15.38% | +15.38% | 0.00% | 25:46 | 21:24 | 22:14 | 25:42 | 28:25 | 31:08 | 06:11 | 04:34 |
 | Sange | 13 | 20.63% | 98.7 | 84.62% | +50.62% | -17.95% | +15.38% | 4.42% | 22:43 | 16:57 | 18:00 | 23:46 | 25:32 | 28:59 | 07:32 | 05:34 |
 | Headdress | 9 | 14.29% | 97.4 | 88.89% | +51.85% | -38.89% | +11.11% | 14.08% | 20:18 | 16:17 | 17:29 | 19:41 | 21:02 | 26:07 | 03:33 | 02:37 |
 | Hood of Defiance | 8 | 12.70% | 96.1 | 87.50% | +49.32% | +12.50% | +12.50% | 0.00% | 17:59 | 13:38 | 14:13 | 15:30 | 19:55 | 25:51 | 05:42 | 04:13 |
 | Pipe of Insight | 8 | 12.70% | 94.7 | 87.50% | +49.32% | -37.50% | +12.50% | 13.89% | 21:18 | 17:40 | 18:07 | 19:49 | 21:43 | 26:29 | 03:36 | 02:40 |
 | Bloodthorn | 6 | 9.52% | 93.4 | 83.33% | +42.98% | +16.67% | +16.67% | 0.00% | 1:01:09 | 42:55 | 49:56 | 53:20 | 1:09:53 | 1:35:03 | 19:57 | 14:46 |
 | Ring of Health | 49 | 77.78% | 92.1 | 48.98% | +20.41% | +9.35% | +1.02% | -0.67% | 21:43 | 05:44 | 15:07 | 19:52 | 27:36 | 46:40 | 12:29 | 09:14 |
 | Magic Wand | 52 | 82.54% | 90.8 | 48.08% | +20.81% | +13.46% | -17.31% | -4.66% | 04:45 | 00:15 | 01:09 | 04:06 | 07:45 | 16:13 | 06:36 | 04:53 |
 | Ring of Aquila | 53 | 84.13% | 89.5 | 47.17% | +17.17% | -16.40% | -8.71% | 3.02% | 06:31 | 02:43 | 04:47 | 06:01 | 07:20 | 15:41 | 02:33 | 01:53 |
 | Ring of Basilius | 56 | 88.89% | 88.2 | 46.43% | +17.86% | -3.57% | +3.57% | 2.02% | 04:55 | 00:54 | 02:49 | 05:01 | 06:21 | 11:46 | 03:32 | 02:37 |
 | Magic Stick | 54 | 85.71% | 86.8 | 46.30% | +12.97% | +10.84% | -30.92% | -7.90% | 04:06 | 00:15 | 01:09 | 03:02 | 06:26 | 13:14 | 05:17 | 03:54 |
 | Boots of Speed | 63 | 100.00% | 85.5 | 44.44% | +44.44% | +18.06% | -38.19% | -37.09% | 02:59 | -01:29 | 02:04 | 02:33 | 03:35 | 08:10 | 01:31 | 01:07 |
 | Ring of Protection | 58 | 92.06% | 84.2 | 44.83% | +4.83% | +1.84% | +5.17% | 0.87% | 02:44 | -01:29 | -01:28 | 03:37 | 05:17 | 08:43 | 06:45 | 05:00 |
 | Wraith Band | 53 | 84.13% | 82.9 | 45.28% | +5.28% | -6.82% | -14.51% | -2.12% | 04:43 | -01:29 | 03:15 | 04:29 | 06:53 | 15:07 | 03:38 | 02:41 |
 | Manta Style | 3 | 4.76% | 81.6 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 1:10:10 | 38:25 | 38:25 | 50:01 | 2:02:05 | 2:02:05 | 1:23:40 | 1:01:58 |
 | Hurricane Pike | 31 | 49.21% | 80.3 | 48.39% | +7.76% | +14.11% | +1.61% | -1.57% | 26:42 | 18:18 | 21:23 | 25:28 | 29:21 | 51:54 | 07:58 | 05:54 |
 | Veil of Discord | 50 | 79.37% | 78.9 | 44.00% | -2.15% | +17.54% | -2.33% | -6.38% | 13:49 | 08:30 | 11:30 | 13:09 | 14:37 | 22:40 | 03:07 | 02:18 |
 | Chainmail | 16 | 25.40% | 77.6 | 56.25% | +15.82% | +18.75% | -31.25% | -3.14% | 24:32 | 09:45 | 15:20 | 19:33 | 31:14 | 44:47 | 15:54 | 11:46 |
 | Orchid Malevolence | 7 | 11.11% | 76.3 | 71.43% | +30.36% | -21.43% | -21.43% | 0.00% | 54:56 | 23:44 | 38:57 | 53:03 | 55:48 | 1:35:03 | 16:51 | 12:28 |
 | Crystalys | 7 | 11.11% | 75.0 | 71.43% | +30.36% | -21.43% | -21.43% | 0.00% | 49:16 | 34:38 | 35:28 | 44:40 | 55:48 | 1:15:48 | 20:20 | 15:03 |
 | Null Talisman | 51 | 80.95% | 73.7 | 43.14% | -6.86% | +3.01% | -20.06% | -6.85% | 09:56 | 04:31 | 07:47 | 09:06 | 11:09 | 21:28 | 03:22 | 02:29 |
 | Helm of Iron Will | 51 | 80.95% | 72.4 | 43.14% | -6.86% | +3.01% | -4.68% | -2.52% | 12:30 | 04:58 | 10:35 | 12:17 | 13:38 | 21:56 | 03:03 | 02:15 |
 | Power Treads | 27 | 42.86% | 71.1 | 48.15% | +6.48% | -19.58% | -5.29% | 1.57% | 13:03 | 05:01 | 07:26 | 13:33 | 16:33 | 26:44 | 09:07 | 06:45 |
 | Dragon Lance | 33 | 52.38% | 69.7 | 45.45% | +2.12% | +17.05% | -7.95% | -3.24% | 23:59 | 13:13 | 19:42 | 23:19 | 27:25 | 49:44 | 07:43 | 05:42 |
 | Force Staff | 40 | 63.49% | 68.4 | 42.50% | -5.33% | +7.50% | +7.50% | 0.00% | 22:30 | 10:06 | 17:35 | 21:03 | 28:08 | 33:16 | 10:33 | 07:48 |
 | Blight Stone | 15 | 23.81% | 67.1 | 53.33% | +11.66% | -3.33% | +21.67% | 1.74% | 09:38 | -01:29 | 02:00 | 09:46 | 16:20 | 20:29 | 14:20 | 10:37 |
 | Void Stone | 10 | 15.87% | 65.8 | 60.00% | +18.49% | -26.67% | -60.00% | -1.95% | 38:22 | 24:24 | 29:37 | 36:01 | 46:40 | 55:38 | 17:03 | 12:37 |
 | Medallion of Courage | 10 | 15.87% | 64.5 | 60.00% | +18.49% | +40.00% | -60.00% | -15.00% | 16:56 | 10:19 | 12:53 | 16:20 | 19:33 | 28:54 | 06:40 | 04:56 |
 | Wind Lace | 8 | 12.70% | 63.2 | 62.50% | +20.68% | +37.50% | -12.50% | -8.02% | 05:19 | -01:29 | -01:29 | 06:38 | 07:43 | 12:56 | 09:12 | 06:48 |
 | Hand of Midas | 20 | 31.75% | 61.8 | 45.00% | +0.81% | -5.00% | -5.00% | 0.00% | 15:17 | 07:40 | 11:44 | 15:41 | 18:07 | 21:06 | 06:23 | 04:43 |
 | Black King Bar | 15 | 23.81% | 60.5 | 46.67% | +2.92% | -21.67% | +3.33% | 3.82% | 36:03 | 25:36 | 31:02 | 36:39 | 37:35 | 52:27 | 06:33 | 04:51 |
 | Eye of Skadi | 2 | 3.17% | 59.2 | 100.00% | +57.38% | 0.00% | 0.00% | 0.00% | 37:43 | 35:34 | 35:34 | 39:51 | 39:51 | 39:51 | 04:17 | 03:10 |
 | Boots of Travel 2 | 2 | 3.17% | 57.9 | 100.00% | +57.38% | 0.00% | 0.00% | 0.00% | 1:10:04 | 56:56 | 56:56 | 1:23:12 | 1:23:12 | 1:23:12 | 26:16 | 19:27 |
 | Aghanim's Scepter | 13 | 20.63% | 56.6 | 46.15% | +2.15% | +53.85% | -12.82% | -9.73% | 28:16 | 21:21 | 23:58 | 26:30 | 30:49 | 39:05 | 06:51 | 05:04 |
 | Phase Boots | 7 | 11.11% | 55.3 | 57.14% | +14.28% | +42.86% | -57.14% | -40.00% | 06:37 | 03:33 | 03:34 | 05:25 | 06:04 | 13:03 | 02:30 | 01:51 |
 | Solar Crest | 8 | 12.70% | 53.9 | 50.00% | +6.36% | 0.00% | -50.00% | -7.58% | 22:01 | 15:22 | 18:42 | 21:12 | 25:18 | 28:54 | 06:36 | 04:53 |
 | Yasha | 5 | 7.94% | 52.6 | 60.00% | +16.90% | -60.00% | +40.00% | 4.83% | 53:52 | 27:46 | 27:46 | 37:37 | 48:29 | 2:01:05 | 20:43 | 15:20 |
 | Assault Cuirass | 6 | 9.52% | 51.3 | 50.00% | +6.14% | +50.00% | -50.00% | -9.00% | 39:26 | 31:41 | 33:29 | 39:51 | 44:36 | 45:01 | 11:07 | 08:14 |
 | Scythe of Vyse | 3 | 4.76% | 50.0 | 66.67% | +23.34% | +33.33% | 0.00% | 0.00% | 1:07:49 | 34:07 | 34:07 | 55:50 | 1:53:30 | 1:53:30 | 1:19:23 | 58:48 |
 | Orb of Venom | 3 | 4.76% | 48.7 | 66.67% | +23.34% | -66.67% | 0.00% | 0.00% | 24:35 | 01:46 | 01:46 | 33:41 | 38:18 | 38:18 | 36:32 | 27:03 |
 | Butterfly | 3 | 4.76% | 47.4 | 66.67% | +23.34% | -66.67% | 0.00% | 0.00% | 48:31 | 37:57 | 37:57 | 40:02 | 1:07:33 | 1:07:33 | 29:36 | 21:55 |
 | Linken's Sphere | 3 | 4.76% | 46.1 | 66.67% | +23.34% | -66.67% | 0.00% | 0.00% | 39:38 | 29:57 | 29:57 | 41:26 | 47:30 | 47:30 | 17:33 | 13:00 |
 | Maelstrom | 4 | 6.35% | 44.7 | 50.00% | +5.93% | +50.00% | +50.00% | 0.00% | 42:51 | 22:20 | 22:20 | 30:07 | 40:28 | 1:18:27 | 18:08 | 13:25 |
 | Heart of Tarrasque | 1 | 1.59% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:49:27 | 1:49:27 | 1:49:27 | 1:49:27 | 1:49:27 | 1:49:27 | 00:00 | 00:00 |
 | Dagon | 1 | 1.59% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.59% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.59% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:26 | 1:25:26 | 1:25:26 | 1:25:26 | 1:25:26 | 1:25:26 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.59% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.59% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.59% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.59% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2:16:04 | 2:16:04 | 2:16:04 | 2:16:04 | 2:16:04 | 2:16:04 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.59% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Buckler | 1 | 1.59% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.59% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.59% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 1:36:52 | 00:00 | 00:00 |
 | Shadow Blade | 7 | 11.11% | 27.6 | 28.57% | -17.86% | -28.57% | +21.43% | 3.60% | 25:30 | 12:59 | 15:29 | 28:09 | 29:23 | 40:49 | 13:54 | 10:17 |
 | Lotus Orb | 2 | 3.17% | 26.3 | 50.00% | +5.74% | -50.00% | 0.00% | 0.00% | 34:17 | 32:10 | 32:10 | 36:23 | 36:23 | 36:23 | 04:13 | 03:07 |
 | Morbid Mask | 2 | 3.17% | 25.0 | 50.00% | +5.74% | -50.00% | 0.00% | 0.00% | 1:11:48 | 42:22 | 42:22 | 1:41:13 | 1:41:13 | 1:41:13 | 58:51 | 43:35 |
 | Arcane Boots | 2 | 3.17% | 23.7 | 50.00% | +5.74% | -50.00% | 0.00% | 0.00% | 19:54 | 12:06 | 12:06 | 27:41 | 27:41 | 27:41 | 15:35 | 11:32 |
 | Drum of Endurance | 2 | 3.17% | 22.4 | 50.00% | +5.74% | +50.00% | 0.00% | 0.00% | 14:11 | 13:51 | 13:51 | 14:30 | 14:30 | 14:30 | 00:39 | 00:28 |
 | Bracer | 2 | 3.17% | 21.1 | 50.00% | +5.74% | +50.00% | 0.00% | 0.00% | 11:34 | 10:13 | 10:13 | 12:55 | 12:55 | 12:55 | 02:42 | 02:00 |
 | Mjollnir | 2 | 3.17% | 19.7 | 50.00% | +5.74% | -50.00% | 0.00% | 0.00% | 56:51 | 35:01 | 35:01 | 1:18:41 | 1:18:41 | 1:18:41 | 43:40 | 32:20 |
 | Satanic | 2 | 3.17% | 18.4 | 50.00% | +5.74% | -50.00% | 0.00% | 0.00% | 1:12:13 | 42:56 | 42:56 | 1:41:29 | 1:41:29 | 1:41:29 | 58:33 | 43:22 |
 | Daedalus | 2 | 3.17% | 17.1 | 50.00% | +5.74% | -50.00% | 0.00% | 0.00% | 57:13 | 38:17 | 38:17 | 1:16:08 | 1:16:08 | 1:16:08 | 37:51 | 28:02 |
 | Blink Dagger | 8 | 12.70% | 15.8 | 12.50% | -36.59% | -12.50% | +37.50% | 2.82% | 29:58 | 16:56 | 17:50 | 22:06 | 35:32 | 55:52 | 17:42 | 13:06 |
 | Silver Edge | 1 | 1.59% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.59% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 3.17% | 11.8 | 0.00% | -45.90% | 0.00% | 0.00% | 0.00% | 49:43 | 44:12 | 44:12 | 55:13 | 55:13 | 55:13 | 11:01 | 08:09 |
 | Iron Talon | 2 | 3.17% | 10.5 | 0.00% | -45.90% | 0.00% | 0.00% | 0.00% | 01:22 | -01:20 | -01:20 | 04:03 | 04:03 | 04:03 | 05:23 | 03:59 |
 | Ethereal Blade | 2 | 3.17% | 9.2 | 0.00% | -45.90% | 0.00% | 0.00% | 0.00% | 53:25 | 47:04 | 47:04 | 59:45 | 59:45 | 59:45 | 12:41 | 09:23 |
 | Diffusal Blade | 1 | 1.59% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Bottle | 1 | 1.59% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:44 | 05:44 | 05:44 | 05:44 | 05:44 | 05:44 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 3.17% | 5.3 | 0.00% | -45.90% | 0.00% | 0.00% | 0.00% | 52:16 | 46:31 | 46:31 | 58:00 | 58:00 | 58:00 | 11:29 | 08:30 |
 | Quelling Blade | 2 | 3.17% | 3.9 | 0.00% | -45.90% | 0.00% | 0.00% | 0.00% | 01:22 | -01:20 | -01:20 | 04:03 | 04:03 | 04:03 | 05:23 | 03:59 |
 | Javelin | 2 | 3.17% | 2.6 | 0.00% | -45.90% | 0.00% | 0.00% | 0.00% | 49:32 | 43:51 | 43:51 | 55:13 | 55:13 | 55:13 | 11:22 | 08:25 |
 | Flying Courier | 1 | 1.59% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 03:16 | 00:00 | 00:00 |