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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 | |
 | Aeon Disk | 47 | 10.15% | 100.0 | 80.85% | +37.58% | -5.85% | +2.48% | 0.73% | 43:15 | 24:30 | 36:31 | 42:19 | 47:55 | 1:08:54 | 11:24 | 08:26 |
 | Boots of Travel | 19 | 4.10% | 98.4 | 84.21% | +38.71% | +15.79% | -4.21% | -1.19% | 45:46 | 28:29 | 33:31 | 47:04 | 50:23 | 1:06:33 | 16:52 | 12:29 |
 | Octarine Core | 24 | 5.18% | 96.8 | 79.17% | +33.84% | +20.83% | -12.50% | -1.48% | 46:09 | 22:46 | 33:04 | 44:52 | 55:39 | 1:04:40 | 22:35 | 16:43 |
 | Blink Dagger | 245 | 52.92% | 95.2 | 61.63% | +30.90% | +0.67% | -5.89% | -0.68% | 28:56 | 11:36 | 23:35 | 28:24 | 33:11 | 53:26 | 09:36 | 07:06 |
 | Aether Lens | 228 | 49.24% | 93.7 | 57.02% | +19.57% | +9.65% | -2.63% | -1.27% | 22:30 | 12:12 | 16:32 | 19:52 | 26:12 | 49:44 | 09:40 | 07:09 |
 | Void Stone | 256 | 55.29% | 92.1 | 55.47% | +18.76% | +10.16% | -3.91% | -1.22% | 22:02 | 07:11 | 15:06 | 19:17 | 26:38 | 1:12:44 | 11:32 | 08:32 |
 | Wind Lace | 203 | 43.84% | 90.5 | 53.69% | +11.77% | +1.21% | -6.63% | -0.65% | 12:24 | -01:29 | 05:03 | 10:30 | 17:06 | 56:23 | 12:03 | 08:55 |
 | Aghanim's Shard | 208 | 44.92% | 88.9 | 51.92% | +8.78% | -7.69% | -5.77% | 0.20% | 28:35 | 15:00 | 23:26 | 27:55 | 32:51 | 53:48 | 09:25 | 06:58 |
 | Arcane Boots | 417 | 90.06% | 87.3 | 48.68% | +16.07% | +2.28% | -3.49% | -1.84% | 11:25 | 04:31 | 09:33 | 11:06 | 12:41 | 40:02 | 03:08 | 02:19 |
 | Glimmer Cape | 106 | 22.89% | 85.7 | 53.77% | +8.67% | +5.49% | -3.77% | -1.10% | 27:05 | 15:24 | 21:51 | 25:23 | 30:16 | 55:26 | 08:25 | 06:14 |
 | Eul's Scepter of Divinity | 18 | 3.89% | 84.1 | 72.22% | +26.15% | -12.22% | +27.78% | 3.05% | 29:50 | 17:21 | 22:24 | 27:37 | 35:32 | 51:26 | 13:08 | 09:43 |
 | Magic Wand | 393 | 84.88% | 82.5 | 48.35% | +8.35% | +6.75% | +4.71% | -0.33% | 09:46 | 00:22 | 06:06 | 09:29 | 12:15 | 27:32 | 06:09 | 04:33 |
 | Magic Stick | 450 | 97.19% | 81.0 | 47.33% | +8.87% | -1.31% | -0.01% | 0.23% | 03:31 | -01:30 | -01:29 | 02:13 | 07:05 | 26:39 | 08:34 | 06:20 |
 | Boots of Speed | 463 | 100.00% | 79.4 | 47.08% | +47.08% | +2.06% | -1.39% | -1.14% | 04:19 | -01:30 | 03:15 | 04:35 | 06:16 | 11:14 | 03:01 | 02:14 |
 | Force Staff | 257 | 55.51% | 77.8 | 48.64% | +3.49% | +7.61% | -3.33% | -1.31% | 24:12 | 12:54 | 19:10 | 22:20 | 27:30 | 55:54 | 08:20 | 06:10 |
 | Fluffy Hat | 315 | 68.03% | 76.2 | 47.62% | +1.67% | +5.54% | -3.32% | -1.11% | 18:03 | 03:26 | 12:50 | 15:36 | 20:47 | 55:54 | 07:57 | 05:53 |
 | Tranquil Boots | 87 | 18.79% | 74.6 | 51.72% | +5.71% | -1.72% | +2.83% | 0.49% | 22:58 | 05:57 | 17:25 | 21:32 | 26:43 | 50:36 | 09:18 | 06:53 |
 | Boots of Bearing | 11 | 2.38% | 73.0 | 72.73% | +26.27% | -6.06% | -6.06% | 0.00% | 26:21 | 19:19 | 20:51 | 23:19 | 28:44 | 39:23 | 07:53 | 05:50 |
 | Black King Bar | 11 | 2.38% | 71.4 | 72.73% | +26.27% | +27.27% | -39.40% | 0.00% | 50:03 | 29:13 | 41:27 | 49:00 | 57:02 | 1:08:09 | 15:35 | 11:32 |
 | Quelling Blade | 45 | 9.72% | 69.8 | 51.11% | +4.46% | +3.44% | -5.66% | -1.03% | 11:44 | -01:29 | 06:43 | 10:58 | 15:35 | 44:31 | 08:52 | 06:34 |
 | Ring of Protection | 51 | 11.02% | 68.3 | 47.06% | -0.03% | +6.79% | -0.91% | -0.62% | 17:02 | -01:29 | 09:55 | 18:03 | 22:18 | 34:51 | 12:23 | 09:10 |
 | Drum of Endurance | 17 | 3.67% | 66.7 | 58.82% | +12.18% | +41.18% | -8.82% | -8.47% | 20:02 | 14:03 | 15:41 | 17:22 | 21:35 | 38:02 | 05:54 | 04:22 |
 | Buckler | 30 | 6.48% | 65.1 | 50.00% | +3.12% | 0.00% | +21.43% | 3.17% | 22:50 | 13:51 | 19:37 | 22:31 | 26:22 | 34:51 | 06:45 | 05:00 |
 | Guardian Greaves | 28 | 6.05% | 63.5 | 50.00% | +3.10% | +21.43% | -7.14% | -4.75% | 25:32 | 15:18 | 22:07 | 23:50 | 28:08 | 38:52 | 06:01 | 04:27 |
 | Chainmail | 42 | 9.07% | 61.9 | 45.24% | -2.03% | +18.40% | +4.76% | -2.19% | 17:16 | 09:08 | 13:36 | 15:50 | 19:50 | 31:43 | 06:14 | 04:37 |
 | Mekansm | 35 | 7.56% | 60.3 | 45.71% | -1.49% | +20.96% | -1.27% | -6.77% | 18:23 | 09:44 | 15:57 | 17:20 | 19:14 | 31:43 | 03:17 | 02:25 |
 | Headdress | 35 | 7.56% | 58.7 | 45.71% | -1.49% | -1.27% | -1.27% | 0.00% | 15:23 | 09:08 | 11:37 | 14:29 | 16:49 | 31:43 | 05:12 | 03:51 |
 | Lotus Orb | 19 | 4.10% | 57.1 | 52.63% | +5.78% | +27.37% | +7.37% | -1.74% | 34:03 | 17:34 | 27:19 | 33:37 | 38:49 | 49:41 | 11:30 | 08:31 |
 | Ghost Scepter | 45 | 9.72% | 55.6 | 42.22% | -5.39% | +21.42% | -5.86% | -2.21% | 33:38 | 17:13 | 25:53 | 33:28 | 38:12 | 57:22 | 12:19 | 09:07 |
 | Ring of Health | 26 | 5.62% | 54.0 | 46.15% | -0.99% | +10.99% | -12.82% | -1.24% | 33:09 | 08:17 | 25:16 | 31:57 | 44:25 | 60:40 | 19:09 | 14:11 |
 | Helm of Iron Will | 3 | 0.65% | 52.4 | 100.00% | +53.26% | 0.00% | 0.00% | 0.00% | 51:17 | 42:40 | 42:40 | 47:11 | 1:04:01 | 1:04:01 | 21:21 | 15:48 |
 | Wind Waker | 3 | 0.65% | 50.8 | 100.00% | +53.26% | 0.00% | 0.00% | 0.00% | 39:27 | 36:23 | 36:23 | 39:55 | 42:02 | 42:02 | 05:39 | 04:11 |
 | Blight Stone | 14 | 3.02% | 49.2 | 50.00% | +3.01% | 0.00% | -16.67% | -0.91% | 08:34 | -01:29 | -01:29 | -01:29 | 19:50 | 30:45 | 21:19 | 15:47 |
 | Null Talisman | 6 | 1.30% | 47.6 | 66.67% | +19.84% | -16.67% | +33.33% | 0.00% | 09:30 | 02:33 | 02:47 | 07:10 | 16:03 | 18:43 | 13:16 | 09:49 |
 | Urn of Shadows | 16 | 3.46% | 46.0 | 43.75% | -3.45% | -43.75% | -18.75% | 8.98% | 11:54 | 06:39 | 10:07 | 11:30 | 12:54 | 18:18 | 02:47 | 02:03 |
 | Scythe of Vyse | 7 | 1.51% | 44.4 | 57.14% | +10.21% | +42.86% | -7.14% | 0.00% | 53:31 | 37:06 | 44:13 | 51:33 | 59:10 | 1:12:46 | 14:57 | 11:04 |
 | Boots of Travel 2 | 2 | 0.43% | 42.9 | 100.00% | +53.15% | 0.00% | 0.00% | 0.00% | 60:02 | 41:53 | 41:53 | 1:18:10 | 1:18:10 | 1:18:10 | 36:17 | 26:52 |
 | Nullifier | 2 | 0.43% | 41.3 | 100.00% | +53.15% | 0.00% | 0.00% | 0.00% | 55:51 | 47:13 | 47:13 | 1:04:29 | 1:04:29 | 1:04:29 | 17:16 | 12:47 |
 | Crown | 11 | 2.38% | 39.7 | 45.45% | -1.67% | -12.12% | -12.12% | 0.00% | 18:03 | 03:19 | 10:56 | 20:27 | 23:03 | 30:45 | 12:07 | 08:58 |
 | Aghanim's Scepter | 13 | 2.81% | 38.1 | 38.46% | -8.87% | -38.46% | +61.54% | 5.31% | 43:12 | 21:28 | 30:58 | 40:45 | 49:49 | 1:13:38 | 18:51 | 13:57 |
 | Spirit Vessel | 10 | 2.16% | 36.5 | 40.00% | -7.24% | -6.67% | +10.00% | 0.00% | 19:29 | 15:28 | 16:55 | 20:12 | 20:48 | 24:48 | 03:53 | 02:52 |
 | Wraith Band | 6 | 1.30% | 34.9 | 50.00% | +2.95% | +50.00% | +50.00% | 0.00% | 25:38 | 20:24 | 22:32 | 25:50 | 28:42 | 28:56 | 06:10 | 04:34 |
 | Solar Crest | 7 | 1.51% | 33.3 | 42.86% | -4.29% | -42.86% | +7.14% | 0.00% | 24:25 | 17:38 | 20:59 | 23:55 | 24:26 | 30:46 | 03:27 | 02:33 |
 | Medallion of Courage | 7 | 1.51% | 31.7 | 42.86% | -4.29% | -42.86% | +7.14% | 0.00% | 22:05 | 15:50 | 16:21 | 23:06 | 23:54 | 30:45 | 07:33 | 05:35 |
 | Ring of Basilius | 4 | 0.86% | 30.2 | 50.00% | +2.94% | -50.00% | +50.00% | 0.00% | 13:51 | 01:38 | 01:38 | 11:09 | 15:05 | 27:30 | 13:27 | 09:57 |
 | Heaven's Halberd | 1 | 0.22% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.22% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.22% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.22% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Meteor Hammer | 2 | 0.43% | 22.2 | 50.00% | +2.93% | +50.00% | 0.00% | 0.00% | 11:02 | 08:28 | 08:28 | 13:35 | 13:35 | 13:35 | 05:07 | 03:47 |
 | Veil of Discord | 2 | 0.43% | 20.6 | 50.00% | +2.93% | -50.00% | 0.00% | 0.00% | 17:56 | 17:34 | 17:34 | 18:18 | 18:18 | 18:18 | 00:44 | 00:32 |
 | Sange | 2 | 0.43% | 19.0 | 50.00% | +2.93% | -50.00% | 0.00% | 0.00% | 32:01 | 22:42 | 22:42 | 41:19 | 41:19 | 41:19 | 18:37 | 13:47 |
 | Phylactery | 3 | 0.65% | 17.5 | 33.33% | -13.84% | +66.67% | 0.00% | 0.00% | 16:26 | 09:04 | 09:04 | 18:51 | 21:23 | 21:23 | 12:19 | 09:07 |
 | Diadem | 3 | 0.65% | 15.9 | 33.33% | -13.84% | +66.67% | 0.00% | 0.00% | 13:58 | 06:08 | 06:08 | 17:07 | 18:38 | 18:38 | 12:30 | 09:15 |
 | Pavise | 4 | 0.86% | 14.3 | 25.00% | -22.28% | +75.00% | -25.00% | 0.00% | 14:16 | 11:26 | 11:26 | 12:34 | 15:41 | 17:24 | 04:15 | 03:08 |
 | Bottle | 4 | 0.86% | 12.7 | 25.00% | -22.28% | -25.00% | -25.00% | 0.00% | 01:28 | 01:21 | 01:21 | 01:23 | 01:26 | 01:40 | 00:05 | 00:03 |
 | Kaya | 1 | 0.22% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.22% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 0.43% | 7.9 | 0.00% | -47.29% | 0.00% | 0.00% | 0.00% | 46:39 | 40:37 | 40:37 | 52:41 | 52:41 | 52:41 | 12:04 | 08:56 |
 | Bracer | 3 | 0.65% | 6.3 | 0.00% | -47.39% | 0.00% | 0.00% | 0.00% | 31:01 | 24:18 | 24:18 | 32:53 | 35:53 | 35:53 | 11:35 | 08:34 |
 | Hand of Midas | 1 | 0.22% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Cornucopia | 2 | 0.43% | 3.2 | 0.00% | -47.29% | 0.00% | 0.00% | 0.00% | 42:51 | 37:03 | 37:03 | 48:38 | 48:38 | 48:38 | 11:35 | 08:34 |
 | Ethereal Blade | 1 | 0.22% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 00:00 | 00:00 |