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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 | |
 | Lotus Orb | 46 | 6.94% | 100.0 | 82.61% | +29.77% | +17.39% | -0.79% | -1.98% | 36:20 | 18:56 | 31:31 | 36:28 | 40:41 | 50:28 | 09:10 | 06:47 |
 | Aghanim's Scepter | 114 | 17.19% | 98.7 | 72.81% | +21.63% | +3.05% | -8.52% | -1.11% | 32:47 | 18:37 | 26:47 | 33:27 | 37:12 | 56:28 | 10:25 | 07:42 |
 | Void Stone | 114 | 17.19% | 97.5 | 71.05% | +19.50% | -15.88% | +11.09% | 1.48% | 26:44 | 08:33 | 16:26 | 24:51 | 34:40 | 57:41 | 18:14 | 13:30 |
 | Ring of Health | 101 | 15.23% | 96.2 | 69.31% | +17.00% | +2.69% | +10.69% | 0.54% | 27:12 | 08:45 | 18:55 | 25:55 | 33:36 | 50:24 | 14:41 | 10:52 |
 | Boots of Bearing | 58 | 8.75% | 94.9 | 72.41% | +19.19% | +0.92% | -0.98% | -0.14% | 35:39 | 22:20 | 26:54 | 33:14 | 40:56 | 1:04:38 | 14:02 | 10:23 |
 | Sange | 41 | 6.18% | 93.7 | 75.61% | +22.07% | -15.61% | +14.39% | 2.70% | 34:16 | 19:44 | 27:59 | 33:04 | 39:06 | 59:37 | 11:07 | 08:14 |
 | Drum of Endurance | 101 | 15.23% | 92.4 | 67.33% | +14.66% | +0.67% | +8.67% | 0.71% | 24:44 | 11:51 | 17:35 | 20:59 | 28:50 | 1:03:04 | 11:15 | 08:20 |
 | Heaven's Halberd | 33 | 4.98% | 91.1 | 75.76% | +21.95% | -0.76% | -0.76% | 0.00% | 37:13 | 24:49 | 33:01 | 37:15 | 41:57 | 51:03 | 08:56 | 06:37 |
 | Arcane Boots | 27 | 4.07% | 89.9 | 77.78% | +23.85% | -20.64% | +7.93% | 2.15% | 19:35 | 07:12 | 11:38 | 14:56 | 24:55 | 44:36 | 13:17 | 09:50 |
 | Aghanim's Shard | 215 | 32.43% | 88.6 | 60.93% | +8.92% | +13.14% | -12.78% | -2.41% | 28:01 | 15:02 | 22:18 | 26:48 | 33:02 | 1:03:53 | 10:44 | 07:57 |
 | Glimmer Cape | 112 | 16.89% | 87.3 | 63.39% | +10.21% | +11.61% | -2.68% | -1.75% | 25:50 | 12:44 | 21:16 | 25:14 | 29:26 | 50:54 | 08:10 | 06:02 |
 | Magic Wand | 562 | 84.77% | 86.1 | 56.41% | +9.88% | +9.55% | -5.70% | -3.60% | 11:01 | 00:49 | 08:37 | 10:44 | 12:51 | 45:06 | 04:14 | 03:08 |
 | Wind Lace | 626 | 94.42% | 84.8 | 55.11% | +3.76% | -0.97% | +4.51% | 0.89% | 04:27 | -01:30 | -01:29 | 04:33 | 07:40 | 36:42 | 09:09 | 06:46 |
 | Boots of Speed | 663 | 100.00% | 83.5 | 54.90% | +54.90% | +4.14% | -4.30% | -2.43% | 05:42 | -01:30 | 04:25 | 06:08 | 07:53 | 13:31 | 03:28 | 02:34 |
 | Magic Stick | 654 | 98.64% | 82.3 | 54.74% | -11.93% | +1.36% | -2.59% | -0.52% | 04:12 | -01:30 | 00:12 | 03:57 | 07:50 | 22:12 | 07:38 | 05:39 |
 | Ring of Basilius | 22 | 3.32% | 81.0 | 77.27% | +23.14% | +22.73% | -37.27% | -2.96% | 33:43 | 07:28 | 23:28 | 33:45 | 43:45 | 1:01:28 | 20:17 | 15:01 |
 | Force Staff | 395 | 59.58% | 79.7 | 55.95% | +2.59% | +6.68% | -7.47% | -1.88% | 25:11 | 14:18 | 20:37 | 23:52 | 28:08 | 60:10 | 07:31 | 05:34 |
 | Tranquil Boots | 579 | 87.33% | 78.5 | 54.75% | -1.20% | -0.27% | -3.72% | -0.86% | 10:17 | 00:59 | 07:48 | 09:37 | 11:48 | 56:23 | 04:00 | 02:57 |
 | Ring of Protection | 209 | 31.52% | 77.2 | 56.46% | +2.27% | -2.61% | +3.16% | 0.49% | 08:32 | -01:30 | -01:29 | 06:17 | 13:17 | 1:39:58 | 14:46 | 10:56 |
 | Fluffy Hat | 489 | 73.76% | 75.9 | 53.37% | -5.83% | -0.09% | -0.09% | 0.00% | 16:17 | 04:00 | 11:25 | 14:18 | 19:10 | 46:23 | 07:45 | 05:44 |
 | Eul's Scepter of Divinity | 23 | 3.47% | 74.7 | 73.91% | +19.69% | -23.91% | +9.42% | 3.55% | 27:16 | 17:51 | 20:03 | 27:26 | 29:27 | 57:04 | 09:24 | 06:57 |
 | Boots of Travel | 7 | 1.06% | 73.4 | 100.00% | +45.58% | 0.00% | 0.00% | 0.00% | 45:52 | 32:38 | 32:44 | 42:42 | 51:58 | 1:02:12 | 19:14 | 14:14 |
 | Buckler | 34 | 5.13% | 72.2 | 67.65% | +13.44% | -0.98% | -17.65% | -0.88% | 32:05 | 07:23 | 21:29 | 28:00 | 40:28 | 1:39:58 | 18:59 | 14:03 |
 | Quelling Blade | 63 | 9.50% | 70.9 | 58.73% | +4.23% | +10.02% | -2.48% | -0.99% | 10:32 | -01:29 | -01:28 | 09:34 | 14:08 | 45:18 | 15:36 | 11:33 |
 | Crown | 40 | 6.03% | 69.6 | 62.50% | +8.09% | +7.50% | -22.50% | -2.71% | 24:11 | 09:07 | 17:18 | 19:46 | 28:23 | 54:23 | 11:05 | 08:12 |
 | Chainmail | 74 | 11.16% | 68.4 | 56.76% | +2.09% | +6.40% | -12.32% | -1.85% | 18:15 | 08:59 | 11:54 | 14:48 | 22:00 | 47:02 | 10:06 | 07:28 |
 | Urn of Shadows | 66 | 9.95% | 67.1 | 57.58% | +2.97% | +24.77% | -20.08% | -9.79% | 13:49 | 03:50 | 11:17 | 13:18 | 15:52 | 31:58 | 04:35 | 03:23 |
 | Ghost Scepter | 88 | 13.27% | 65.8 | 54.55% | -0.41% | 0.00% | -9.10% | -0.92% | 33:44 | 17:14 | 28:02 | 33:32 | 37:54 | 53:23 | 09:52 | 07:18 |
 | Bracer | 28 | 4.22% | 64.6 | 64.29% | +9.80% | +7.14% | +7.14% | 0.00% | 14:55 | 04:45 | 10:33 | 12:57 | 16:29 | 28:09 | 05:56 | 04:23 |
 | Headdress | 31 | 4.68% | 63.3 | 61.29% | +6.70% | -11.29% | +13.71% | 3.56% | 20:30 | 10:00 | 16:26 | 20:48 | 23:27 | 31:51 | 07:01 | 05:11 |
 | Aeon Disk | 19 | 2.87% | 62.0 | 68.42% | +13.92% | -8.42% | +11.58% | 2.25% | 50:29 | 34:30 | 44:04 | 49:10 | 52:58 | 1:26:57 | 08:54 | 06:35 |
 | Soul Ring | 21 | 3.17% | 60.8 | 66.67% | +12.15% | -6.67% | -6.67% | 0.00% | 24:28 | 10:45 | 14:35 | 25:03 | 32:49 | 41:54 | 18:14 | 13:30 |
 | Blade Mail | 23 | 3.47% | 59.5 | 65.22% | +10.69% | +18.11% | -15.22% | -6.67% | 21:42 | 15:11 | 16:01 | 18:28 | 21:01 | 47:20 | 05:00 | 03:42 |
 | Hood of Defiance | 28 | 4.22% | 58.2 | 60.71% | +6.06% | -3.57% | -3.57% | 0.00% | 19:27 | 13:48 | 16:28 | 17:59 | 21:39 | 30:30 | 05:11 | 03:50 |
 | Morbid Mask | 16 | 2.41% | 57.0 | 68.75% | +14.19% | +31.25% | -18.75% | 0.00% | 38:42 | 23:17 | 28:33 | 34:13 | 44:25 | 1:01:28 | 15:52 | 11:45 |
 | Black King Bar | 16 | 2.41% | 55.7 | 68.75% | +14.19% | +6.25% | -18.75% | 0.00% | 48:00 | 25:43 | 37:45 | 45:28 | 53:01 | 1:15:35 | 15:16 | 11:18 |
 | Vladmir's Offering | 16 | 2.41% | 54.4 | 68.75% | +14.19% | +31.25% | -18.75% | 0.00% | 39:27 | 23:28 | 28:49 | 35:27 | 44:54 | 1:01:28 | 16:05 | 11:54 |
 | Solar Crest | 33 | 4.98% | 53.2 | 57.58% | +2.82% | +4.92% | -32.58% | -3.01% | 26:33 | 15:14 | 19:26 | 25:38 | 31:54 | 45:24 | 12:28 | 09:14 |
 | Medallion of Courage | 36 | 5.43% | 51.9 | 55.56% | +0.70% | +11.11% | -22.23% | -2.35% | 22:22 | 10:18 | 15:17 | 20:21 | 29:28 | 42:59 | 14:11 | 10:30 |
 | Pavise | 32 | 4.83% | 50.6 | 56.25% | +1.42% | +6.25% | -18.75% | -6.76% | 16:08 | 09:28 | 14:11 | 15:49 | 17:53 | 25:13 | 03:42 | 02:44 |
 | Wraith Pact | 7 | 1.06% | 49.4 | 85.71% | +31.14% | +14.29% | -35.71% | 0.00% | 39:17 | 28:18 | 32:10 | 37:02 | 37:32 | 58:21 | 05:22 | 03:58 |
 | Pipe of Insight | 24 | 3.62% | 48.1 | 58.33% | +3.56% | -8.33% | +8.34% | 4.20% | 25:46 | 14:29 | 23:30 | 25:39 | 27:28 | 34:04 | 03:58 | 02:56 |
 | Blight Stone | 37 | 5.58% | 46.8 | 51.35% | -3.76% | +4.21% | -18.02% | -1.94% | 21:28 | -01:30 | 14:40 | 20:21 | 26:06 | 44:22 | 11:26 | 08:28 |
 | Vanguard | 16 | 2.41% | 45.6 | 62.50% | +7.79% | -12.50% | +12.50% | 0.00% | 27:03 | 16:44 | 19:17 | 25:23 | 33:01 | 40:27 | 13:44 | 10:10 |
 | Crimson Guard | 12 | 1.81% | 44.3 | 66.67% | +11.98% | 0.00% | +33.33% | 0.00% | 34:22 | 23:36 | 25:36 | 33:06 | 40:15 | 45:50 | 14:39 | 10:51 |
 | Blink Dagger | 12 | 1.81% | 43.0 | 66.67% | +11.98% | +33.33% | -33.34% | 0.00% | 42:09 | 24:00 | 31:11 | 39:02 | 47:38 | 1:14:34 | 16:27 | 12:11 |
 | Helm of Iron Will | 15 | 2.26% | 41.8 | 60.00% | +5.22% | -10.00% | -10.00% | 0.00% | 34:26 | 19:58 | 23:39 | 29:46 | 33:36 | 1:23:30 | 09:57 | 07:22 |
 | Spirit Vessel | 29 | 4.37% | 40.5 | 48.28% | -6.93% | +23.15% | -33.99% | -8.24% | 22:29 | 14:48 | 17:42 | 21:44 | 24:38 | 36:11 | 06:56 | 05:08 |
 | Cornucopia | 3 | 0.45% | 39.2 | 100.00% | +45.30% | 0.00% | 0.00% | 0.00% | 21:39 | 09:40 | 09:40 | 11:10 | 44:07 | 44:07 | 34:27 | 25:31 |
 | Kaya | 3 | 0.45% | 38.0 | 100.00% | +45.30% | 0.00% | 0.00% | 0.00% | 34:39 | 30:34 | 30:34 | 32:42 | 40:42 | 40:42 | 10:08 | 07:30 |
 | Scythe of Vyse | 3 | 0.45% | 36.7 | 100.00% | +45.30% | 0.00% | 0.00% | 0.00% | 49:35 | 43:46 | 43:46 | 47:48 | 57:12 | 57:12 | 13:26 | 09:57 |
 | Wraith Band | 17 | 2.56% | 35.4 | 47.06% | -8.05% | +27.94% | +2.94% | 0.00% | 25:54 | 12:28 | 15:53 | 25:31 | 31:30 | 50:35 | 15:37 | 11:34 |
 | Null Talisman | 11 | 1.66% | 34.2 | 54.55% | -0.36% | +12.12% | -21.22% | 0.00% | 28:17 | 13:49 | 17:40 | 28:38 | 30:16 | 58:00 | 12:36 | 09:20 |
 | Mekansm | 4 | 0.60% | 32.9 | 75.00% | +20.22% | +25.00% | +25.00% | 0.00% | 19:27 | 15:09 | 15:09 | 19:39 | 20:57 | 22:04 | 05:48 | 04:17 |
 | Heart of Tarrasque | 2 | 0.30% | 31.6 | 100.00% | +45.23% | 0.00% | 0.00% | 0.00% | 52:26 | 47:56 | 47:56 | 56:55 | 56:55 | 56:55 | 08:59 | 06:39 |
 | Aghanim's Blessing | 2 | 0.30% | 30.4 | 100.00% | +45.23% | 0.00% | 0.00% | 0.00% | 1:10:02 | 1:06:34 | 1:06:34 | 1:13:30 | 1:13:30 | 1:13:30 | 06:56 | 05:08 |
 | Assault Cuirass | 2 | 0.30% | 29.1 | 100.00% | +45.23% | 0.00% | 0.00% | 0.00% | 1:05:48 | 31:21 | 31:21 | 1:40:14 | 1:40:14 | 1:40:14 | 1:08:53 | 51:01 |
 | Refresher Orb | 2 | 0.30% | 27.8 | 100.00% | +45.23% | 0.00% | 0.00% | 0.00% | 1:02:55 | 57:42 | 57:42 | 1:08:08 | 1:08:08 | 1:08:08 | 10:26 | 07:43 |
 | Veil of Discord | 2 | 0.30% | 26.6 | 100.00% | +45.23% | 0.00% | 0.00% | 0.00% | 18:20 | 17:47 | 17:47 | 18:52 | 18:52 | 18:52 | 01:05 | 00:48 |
 | Phase Boots | 8 | 1.21% | 25.3 | 50.00% | -4.96% | 0.00% | 0.00% | 0.00% | 18:24 | 12:16 | 12:54 | 13:45 | 16:01 | 47:02 | 03:07 | 02:18 |
 | Orchid Malevolence | 5 | 0.75% | 24.1 | 60.00% | +5.14% | +40.00% | +40.00% | 0.00% | 24:14 | 19:58 | 19:58 | 22:45 | 27:53 | 29:58 | 07:55 | 05:51 |
 | Linken's Sphere | 3 | 0.45% | 22.8 | 66.67% | +11.82% | +33.33% | 0.00% | 0.00% | 58:47 | 49:51 | 49:51 | 55:09 | 1:11:22 | 1:11:22 | 21:31 | 15:56 |
 | Wind Waker | 1 | 0.15% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.15% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.15% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Diadem | 1 | 0.15% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.15% | 16.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Dagon | 1 | 0.15% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 40:59 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.15% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.15% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:07 | 53:07 | 53:07 | 53:07 | 53:07 | 53:07 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.15% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.15% | 10.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.15% | 8.9 | 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 |
 | Boots of Travel 2 | 1 | 0.15% | 7.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Yasha | 1 | 0.15% | 6.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:51 | 44:51 | 44:51 | 44:51 | 44:51 | 44:51 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.15% | 5.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 0.30% | 3.8 | 50.00% | -4.92% | -50.00% | 0.00% | 0.00% | 51:37 | 50:40 | 50:40 | 52:33 | 52:33 | 52:33 | 01:53 | 01:23 |
 | Nullifier | 2 | 0.30% | 2.5 | 50.00% | -4.92% | -50.00% | 0.00% | 0.00% | 1:10:54 | 52:19 | 52:19 | 1:29:28 | 1:29:28 | 1:29:28 | 37:09 | 27:31 |
 | Eternal Shroud | 1 | 0.15% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |