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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 | |
 | Aghanim's Scepter | 73 | 16.52% | 100.0 | 69.86% | +21.35% | +7.92% | -8.75% | -1.44% | 33:49 | 18:19 | 27:32 | 33:55 | 39:06 | 1:06:32 | 11:34 | 08:34 |
 | Ring of Health | 64 | 14.48% | 98.7 | 70.31% | +21.37% | +10.94% | -1.56% | -0.74% | 27:01 | 10:09 | 17:40 | 25:07 | 34:33 | 50:24 | 16:53 | 12:30 |
 | Aghanim's Shard | 156 | 35.29% | 97.3 | 62.82% | +16.67% | +6.41% | -11.54% | -1.75% | 28:58 | 15:06 | 22:54 | 27:27 | 33:10 | 1:01:45 | 10:16 | 07:36 |
 | Void Stone | 80 | 18.10% | 96.0 | 65.00% | +15.83% | -10.00% | +20.00% | 1.55% | 26:38 | 11:20 | 15:54 | 22:35 | 35:16 | 57:41 | 19:22 | 14:20 |
 | Boots of Bearing | 33 | 7.47% | 94.7 | 72.73% | +22.36% | -10.23% | +2.27% | 0.96% | 36:53 | 24:37 | 27:51 | 33:14 | 40:56 | 1:04:38 | 13:05 | 09:41 |
 | Heaven's Halberd | 22 | 4.98% | 93.3 | 77.27% | +26.56% | +6.06% | +22.73% | 1.35% | 35:26 | 24:49 | 29:09 | 35:13 | 41:29 | 49:07 | 12:20 | 09:08 |
 | Headdress | 22 | 4.98% | 92.0 | 77.27% | +26.56% | +6.06% | +2.73% | -0.48% | 21:46 | 09:39 | 16:36 | 21:18 | 23:35 | 50:06 | 06:59 | 05:10 |
 | Sange | 27 | 6.11% | 90.7 | 74.07% | +23.47% | +11.64% | +25.93% | 1.17% | 31:09 | 19:44 | 25:15 | 28:03 | 37:28 | 45:20 | 12:13 | 09:02 |
 | Eul's Scepter of Divinity | 19 | 4.30% | 89.3 | 78.95% | +28.12% | -38.95% | +21.05% | 3.50% | 30:07 | 16:37 | 19:44 | 27:53 | 36:52 | 57:04 | 17:08 | 12:41 |
 | Drum of Endurance | 68 | 15.38% | 88.0 | 63.24% | +13.24% | +1.47% | +7.35% | 0.41% | 25:08 | 11:51 | 17:27 | 21:03 | 31:57 | 1:03:04 | 14:30 | 10:44 |
 | Force Staff | 244 | 55.20% | 86.7 | 55.74% | +8.27% | +8.19% | -11.48% | -2.59% | 25:26 | 15:03 | 20:48 | 24:34 | 28:24 | 47:57 | 07:36 | 05:37 |
 | Glimmer Cape | 67 | 15.16% | 85.3 | 61.19% | +10.79% | -2.37% | +3.52% | 0.64% | 25:33 | 13:26 | 20:09 | 25:07 | 29:23 | 45:49 | 09:14 | 06:50 |
 | Tranquil Boots | 371 | 83.94% | 84.0 | 52.83% | +4.94% | -2.29% | -2.29% | 0.00% | 10:47 | 00:59 | 08:08 | 09:51 | 12:18 | 56:23 | 04:10 | 03:05 |
 | Boots of Speed | 442 | 100.00% | 82.7 | 52.04% | +52.04% | +8.32% | -7.49% | -4.54% | 06:04 | -01:29 | 04:45 | 06:22 | 08:14 | 13:31 | 03:29 | 02:34 |
 | Magic Wand | 384 | 86.88% | 81.3 | 52.34% | +2.34% | +12.24% | -11.71% | -5.77% | 10:43 | 01:05 | 08:19 | 10:22 | 12:28 | 33:56 | 04:09 | 03:04 |
 | Magic Stick | 435 | 98.42% | 80.0 | 51.95% | -5.19% | -4.24% | -5.16% | -0.12% | 04:17 | -01:30 | 00:12 | 04:13 | 07:50 | 17:30 | 07:38 | 05:39 |
 | Wind Lace | 407 | 92.08% | 78.7 | 51.84% | -2.45% | -1.84% | +8.94% | 1.75% | 04:26 | -01:30 | -01:29 | 04:27 | 07:39 | 32:41 | 09:08 | 06:45 |
 | Fluffy Hat | 316 | 71.49% | 77.3 | 51.90% | -0.48% | +3.80% | 0.00% | -0.57% | 16:16 | 05:15 | 11:44 | 14:26 | 18:26 | 45:34 | 06:42 | 04:57 |
 | Lotus Orb | 26 | 5.88% | 76.0 | 69.23% | +18.27% | +16.48% | -35.90% | -4.68% | 36:26 | 18:56 | 31:31 | 36:21 | 42:43 | 50:28 | 11:12 | 08:17 |
 | Arcane Boots | 19 | 4.30% | 74.7 | 73.68% | +22.62% | -33.68% | +6.32% | 3.40% | 19:39 | 09:50 | 13:03 | 15:51 | 24:49 | 37:32 | 11:46 | 08:42 |
 | Pipe of Insight | 19 | 4.30% | 73.3 | 73.68% | +22.62% | +26.32% | +6.32% | -3.45% | 26:46 | 19:12 | 21:08 | 25:39 | 26:56 | 50:06 | 05:48 | 04:17 |
 | Ring of Protection | 146 | 33.03% | 72.0 | 52.74% | +1.05% | -1.39% | +5.59% | 0.54% | 08:55 | -01:30 | -01:29 | 07:00 | 14:18 | 52:22 | 15:47 | 11:41 |
 | Buckler | 29 | 6.56% | 70.7 | 65.52% | +14.43% | +5.91% | -22.66% | -1.62% | 33:17 | 07:23 | 23:28 | 31:52 | 41:05 | 1:01:28 | 17:37 | 13:02 |
 | Hood of Defiance | 18 | 4.07% | 69.3 | 72.22% | +21.04% | +27.78% | -47.22% | -18.29% | 19:24 | 13:48 | 15:47 | 17:45 | 19:53 | 50:05 | 04:06 | 03:02 |
 | Urn of Shadows | 44 | 9.95% | 68.0 | 59.09% | +7.83% | +22.73% | -22.73% | -9.44% | 13:06 | 03:50 | 10:28 | 13:27 | 15:17 | 23:08 | 04:49 | 03:34 |
 | Ghost Scepter | 69 | 15.61% | 66.7 | 55.07% | +3.60% | +9.64% | -8.01% | -1.92% | 34:26 | 11:33 | 28:41 | 34:28 | 37:54 | 58:07 | 09:13 | 06:49 |
 | Ring of Basilius | 23 | 5.20% | 65.3 | 65.22% | +13.91% | +18.11% | -15.22% | -1.80% | 34:29 | 07:28 | 25:52 | 34:13 | 44:25 | 1:01:28 | 18:33 | 13:44 |
 | Boots of Travel | 5 | 1.13% | 64.0 | 100.00% | +48.51% | 0.00% | 0.00% | 0.00% | 45:19 | 32:38 | 32:38 | 44:22 | 48:07 | 1:02:12 | 15:29 | 11:28 |
 | Spirit Vessel | 16 | 3.62% | 62.7 | 68.75% | +17.34% | +31.25% | -18.75% | 0.00% | 22:08 | 14:48 | 17:50 | 21:44 | 24:38 | 33:36 | 06:48 | 05:02 |
 | Bracer | 25 | 5.66% | 61.3 | 60.00% | +8.44% | +6.67% | -10.00% | -2.53% | 14:53 | 06:57 | 10:30 | 13:42 | 17:05 | 28:09 | 06:35 | 04:52 |
 | Quelling Blade | 32 | 7.24% | 60.0 | 56.25% | +4.54% | -6.25% | +6.25% | 1.15% | 12:46 | -01:29 | 06:29 | 11:26 | 17:20 | 43:19 | 10:51 | 08:02 |
 | Vladmir's Offering | 19 | 4.30% | 58.7 | 63.16% | +11.62% | +16.84% | -23.16% | -2.23% | 41:11 | 23:28 | 30:54 | 41:28 | 48:51 | 1:01:28 | 17:57 | 13:17 |
 | Aeon Disk | 9 | 2.04% | 57.3 | 77.78% | +26.28% | +22.22% | +22.22% | 0.00% | 49:37 | 34:30 | 38:16 | 50:45 | 52:16 | 1:08:46 | 14:00 | 10:22 |
 | Vanguard | 14 | 3.17% | 56.0 | 64.29% | +12.65% | +10.71% | +2.38% | 0.00% | 29:32 | 19:17 | 24:03 | 27:42 | 33:39 | 43:55 | 09:36 | 07:06 |
 | Null Talisman | 8 | 1.81% | 54.7 | 75.00% | +23.39% | +25.00% | +25.00% | 0.00% | 29:28 | 15:03 | 17:40 | 28:38 | 32:32 | 58:00 | 14:52 | 11:00 |
 | Crown | 37 | 8.37% | 53.3 | 48.65% | -3.70% | -4.21% | -15.32% | -1.33% | 23:16 | 09:07 | 17:18 | 19:11 | 25:38 | 54:23 | 08:20 | 06:10 |
 | Morbid Mask | 17 | 3.85% | 52.0 | 58.82% | +7.06% | +16.18% | -33.82% | 0.00% | 39:51 | 23:28 | 28:33 | 35:27 | 48:51 | 1:01:28 | 20:18 | 15:02 |
 | Chainmail | 58 | 13.12% | 50.7 | 43.10% | -10.29% | +3.57% | -14.53% | -1.88% | 18:43 | 08:53 | 12:55 | 15:21 | 22:33 | 42:57 | 09:38 | 07:08 |
 | Pavise | 28 | 6.33% | 49.3 | 46.43% | -5.99% | -3.57% | +10.71% | 3.57% | 17:01 | 11:20 | 14:29 | 16:21 | 18:29 | 22:37 | 04:00 | 02:57 |
 | Blade Mail | 17 | 3.85% | 48.0 | 52.94% | +0.94% | -2.94% | -27.94% | 0.00% | 23:51 | 14:20 | 15:25 | 19:14 | 26:13 | 47:20 | 10:48 | 08:00 |
 | Soul Ring | 12 | 2.71% | 46.7 | 58.33% | +6.47% | -25.00% | +8.34% | 0.00% | 21:26 | 09:02 | 14:03 | 21:06 | 26:50 | 33:37 | 12:47 | 09:28 |
 | Solar Crest | 32 | 7.24% | 45.3 | 43.75% | -8.93% | -18.75% | -6.25% | 1.13% | 27:03 | 15:14 | 19:33 | 23:34 | 30:37 | 51:24 | 11:04 | 08:11 |
 | Wraith Pact | 5 | 1.13% | 44.0 | 80.00% | +28.28% | +20.00% | -80.00% | 0.00% | 42:38 | 32:10 | 32:10 | 37:32 | 48:05 | 58:21 | 15:55 | 11:47 |
 | Medallion of Courage | 33 | 7.47% | 42.7 | 42.42% | -10.39% | -17.42% | -17.42% | 0.00% | 22:17 | 11:44 | 16:05 | 20:27 | 29:28 | 41:01 | 13:23 | 09:54 |
 | Blight Stone | 33 | 7.47% | 41.3 | 39.39% | -13.67% | -14.39% | -14.39% | 0.00% | 22:09 | 11:44 | 15:30 | 20:27 | 26:06 | 44:22 | 10:36 | 07:51 |
 | Crimson Guard | 11 | 2.49% | 40.0 | 54.55% | +2.58% | +12.12% | +12.12% | 0.00% | 35:26 | 23:36 | 29:47 | 36:34 | 40:15 | 45:50 | 10:28 | 07:45 |
 | Blink Dagger | 6 | 1.36% | 38.7 | 66.67% | +14.84% | +33.33% | -66.67% | 0.00% | 45:09 | 31:11 | 34:12 | 34:20 | 48:58 | 1:14:34 | 14:46 | 10:56 |
 | Wraith Band | 12 | 2.71% | 37.3 | 50.00% | -2.09% | +16.67% | +16.67% | 0.00% | 28:07 | 15:53 | 20:48 | 27:37 | 31:30 | 41:05 | 10:42 | 07:55 |
 | Black King Bar | 9 | 2.04% | 36.0 | 55.56% | +3.60% | -55.56% | -5.56% | 0.00% | 48:27 | 25:43 | 41:00 | 47:56 | 53:38 | 1:03:31 | 12:38 | 09:21 |
 | Helm of Iron Will | 13 | 2.94% | 34.7 | 46.15% | -6.06% | +20.52% | -46.15% | 0.00% | 32:11 | 23:17 | 25:57 | 29:46 | 35:23 | 49:35 | 09:26 | 06:59 |
 | Kaya | 2 | 0.45% | 33.3 | 100.00% | +48.18% | 0.00% | 0.00% | 0.00% | 36:42 | 32:42 | 32:42 | 40:42 | 40:42 | 40:42 | 08:00 | 05:55 |
 | Scythe of Vyse | 2 | 0.45% | 32.0 | 100.00% | +48.18% | 0.00% | 0.00% | 0.00% | 48:11 | 47:48 | 47:48 | 48:33 | 48:33 | 48:33 | 00:45 | 00:33 |
 | Aghanim's Blessing | 2 | 0.45% | 30.7 | 100.00% | +48.18% | 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 |
 | Heart of Tarrasque | 2 | 0.45% | 29.3 | 100.00% | +48.18% | 0.00% | 0.00% | 0.00% | 52:26 | 47:56 | 47:56 | 56:55 | 56:55 | 56:55 | 08:59 | 06:39 |
 | Refresher Orb | 2 | 0.45% | 28.0 | 100.00% | +48.18% | 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 |
 | Orchid Malevolence | 3 | 0.68% | 26.7 | 66.67% | +14.73% | +33.33% | 0.00% | 0.00% | 21:06 | 18:27 | 18:27 | 22:05 | 22:45 | 22:45 | 04:18 | 03:11 |
 | Phase Boots | 7 | 1.58% | 25.3 | 42.86% | -9.32% | +7.14% | -42.86% | 0.00% | 15:56 | 12:54 | 13:02 | 15:48 | 16:01 | 23:42 | 02:59 | 02:12 |
 | Cornucopia | 1 | 0.23% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 00:00 | 00:00 |
 | Diadem | 1 | 0.23% | 22.7 | 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 |
 | Yasha and Kaya | 1 | 0.23% | 21.3 | 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 | 0.23% | 20.0 | 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 |
 | Skull Basher | 1 | 0.23% | 18.7 | 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 |
 | Dagon | 1 | 0.23% | 17.3 | 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 | 0.23% | 16.0 | 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 |
 | Assault Cuirass | 1 | 0.23% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.23% | 13.3 | 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 | 0.23% | 12.0 | 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 |
 | Yasha | 1 | 0.23% | 10.7 | 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 |
 | Meteor Hammer | 1 | 0.23% | 9.3 | 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 | 0.23% | 8.0 | 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 |
 | Wind Waker | 2 | 0.45% | 6.7 | 50.00% | -2.05% | -50.00% | 0.00% | 0.00% | 42:59 | 28:54 | 28:54 | 57:04 | 57:04 | 57:04 | 28:10 | 20:51 |
 | Veil of Discord | 2 | 0.45% | 5.3 | 50.00% | -2.05% | -50.00% | 0.00% | 0.00% | 17:18 | 15:43 | 15:43 | 18:52 | 18:52 | 18:52 | 03:09 | 02:20 |
 | Linken's Sphere | 1 | 0.23% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 1:11:22 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.23% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:32 | 1:11:32 | 1:11:32 | 1:11:32 | 1:11:32 | 1:11:32 | 00:00 | 00:00 |
 | Nullifier | 2 | 0.45% | 1.3 | 0.00% | -52.27% | 0.00% | 0.00% | 0.00% | 46:55 | 41:31 | 41:31 | 52:19 | 52:19 | 52:19 | 10:48 | 08:00 |