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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 | 42 | 10.77% | 100.0 | 78.57% | +35.47% | -5.84% | +1.43% | 0.64% | 43:12 | 27:49 | 36:31 | 41:16 | 47:55 | 1:08:54 | 11:24 | 08:26 |
 | Octarine Core | 23 | 5.90% | 98.3 | 78.26% | +33.30% | +21.74% | -11.59% | -1.48% | 45:58 | 22:46 | 33:04 | 44:52 | 55:39 | 1:04:40 | 22:35 | 16:43 |
 | Blink Dagger | 218 | 55.90% | 96.7 | 60.09% | +29.86% | +1.73% | -8.24% | -1.08% | 29:17 | 14:37 | 24:18 | 28:33 | 33:30 | 53:26 | 09:12 | 06:48 |
 | Boots of Travel | 13 | 3.33% | 95.0 | 84.62% | +39.00% | +15.38% | -17.95% | -1.60% | 44:56 | 28:29 | 32:33 | 48:04 | 53:24 | 1:01:31 | 20:51 | 15:26 |
 | Aether Lens | 203 | 52.05% | 93.3 | 57.14% | +21.31% | +7.57% | -4.20% | -1.22% | 22:33 | 12:12 | 16:41 | 19:52 | 26:22 | 49:44 | 09:41 | 07:10 |
 | Void Stone | 223 | 57.18% | 91.7 | 55.16% | +19.23% | +14.48% | -3.37% | -1.51% | 22:27 | 07:11 | 15:28 | 19:27 | 27:19 | 1:12:44 | 11:51 | 08:46 |
 | Wind Lace | 155 | 39.74% | 90.0 | 54.19% | +12.06% | -8.04% | +2.22% | 0.85% | 12:38 | -01:29 | 05:03 | 10:00 | 17:06 | 56:23 | 12:03 | 08:55 |
 | Aghanim's Shard | 199 | 51.03% | 88.3 | 52.26% | +10.90% | -8.26% | -6.26% | 0.21% | 28:38 | 15:00 | 23:26 | 28:05 | 32:47 | 53:48 | 09:21 | 06:55 |
 | Force Staff | 224 | 57.44% | 86.7 | 50.00% | +7.23% | +8.93% | 0.00% | -1.11% | 24:15 | 12:54 | 19:12 | 22:18 | 27:16 | 55:54 | 08:04 | 05:58 |
 | Arcane Boots | 364 | 93.33% | 85.0 | 48.08% | +17.31% | +2.47% | -5.22% | -2.51% | 11:24 | 04:31 | 09:38 | 11:08 | 12:42 | 40:02 | 03:04 | 02:16 |
 | Fluffy Hat | 272 | 69.74% | 83.3 | 48.90% | +6.53% | +5.51% | -0.37% | -0.74% | 18:13 | 03:26 | 12:53 | 15:36 | 20:48 | 55:54 | 07:55 | 05:51 |
 | Magic Wand | 322 | 82.56% | 81.7 | 48.14% | +6.96% | +2.48% | +5.61% | 0.54% | 10:04 | 00:47 | 06:43 | 09:42 | 12:31 | 27:32 | 05:48 | 04:17 |
 | Magic Stick | 378 | 96.92% | 80.0 | 47.09% | +5.42% | -1.83% | +2.91% | 0.82% | 03:45 | -01:30 | -01:29 | 02:19 | 07:15 | 26:39 | 08:44 | 06:28 |
 | Glimmer Cape | 88 | 22.56% | 78.3 | 53.41% | +8.38% | -3.41% | -3.41% | 0.00% | 28:12 | 15:24 | 22:05 | 26:28 | 31:15 | 55:26 | 09:10 | 06:47 |
 | Boots of Speed | 390 | 100.00% | 76.7 | 46.92% | +46.92% | +2.06% | -0.53% | -0.83% | 04:14 | -01:30 | 03:10 | 04:35 | 06:18 | 10:50 | 03:08 | 02:19 |
 | Eul's Scepter of Divinity | 15 | 3.85% | 75.0 | 73.33% | +27.46% | -23.33% | +26.67% | 4.93% | 32:00 | 20:15 | 25:23 | 30:43 | 35:32 | 51:26 | 10:09 | 07:31 |
 | Tranquil Boots | 65 | 16.67% | 73.3 | 53.85% | +8.31% | +2.40% | +2.40% | 0.00% | 23:30 | 05:57 | 17:23 | 21:54 | 26:51 | 50:36 | 09:28 | 07:00 |
 | Quelling Blade | 44 | 11.28% | 71.7 | 52.27% | +6.03% | +2.28% | -6.82% | -1.03% | 11:42 | -01:29 | 06:43 | 10:43 | 15:35 | 44:31 | 08:52 | 06:34 |
 | Ring of Protection | 35 | 8.97% | 70.0 | 48.57% | +1.81% | -4.13% | +6.99% | 1.19% | 18:13 | -01:29 | 13:51 | 18:35 | 23:12 | 34:51 | 09:21 | 06:55 |
 | Buckler | 25 | 6.41% | 68.3 | 52.00% | +5.42% | -2.00% | +31.33% | 4.11% | 22:47 | 13:51 | 18:16 | 22:49 | 26:22 | 34:51 | 08:06 | 06:00 |
 | Guardian Greaves | 24 | 6.15% | 66.7 | 50.00% | +3.28% | +16.67% | 0.00% | -2.35% | 25:41 | 15:18 | 22:07 | 23:50 | 29:13 | 38:52 | 07:06 | 05:15 |
 | Chainmail | 31 | 7.95% | 65.0 | 45.16% | -1.92% | +17.34% | +17.34% | 0.00% | 16:38 | 09:08 | 12:53 | 15:01 | 17:55 | 31:43 | 05:02 | 03:43 |
 | Ghost Scepter | 39 | 10.00% | 63.3 | 41.03% | -6.55% | +18.97% | -1.03% | -2.20% | 33:49 | 17:13 | 28:24 | 33:28 | 37:29 | 57:22 | 09:05 | 06:43 |
 | Mekansm | 30 | 7.69% | 61.7 | 43.33% | -3.89% | +19.17% | +13.81% | -1.18% | 18:30 | 09:44 | 15:57 | 17:20 | 20:30 | 31:43 | 04:33 | 03:22 |
 | Headdress | 30 | 7.69% | 60.0 | 43.33% | -3.89% | +6.67% | +13.81% | 1.36% | 15:24 | 09:08 | 11:40 | 14:23 | 16:55 | 31:43 | 05:15 | 03:53 |
 | Black King Bar | 8 | 2.05% | 58.3 | 62.50% | +15.90% | +37.50% | -12.50% | 0.00% | 52:27 | 29:13 | 33:57 | 53:09 | 60:59 | 1:08:09 | 27:02 | 20:01 |
 | Blight Stone | 8 | 2.05% | 56.7 | 62.50% | +15.90% | +37.50% | +37.50% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | -00:56 | 00:00 | 00:00 |
 | Drum of Endurance | 6 | 1.54% | 55.0 | 66.67% | +20.06% | +33.33% | +33.33% | 0.00% | 20:13 | 14:05 | 16:51 | 17:40 | 21:45 | 33:09 | 04:54 | 03:37 |
 | Null Talisman | 6 | 1.54% | 53.3 | 66.67% | +20.06% | -16.67% | +33.33% | 0.00% | 09:30 | 02:33 | 02:47 | 07:10 | 16:03 | 18:43 | 13:16 | 09:49 |
 | Scythe of Vyse | 7 | 1.79% | 51.7 | 57.14% | +10.40% | +42.86% | -7.14% | 0.00% | 53:31 | 37:06 | 44:13 | 51:33 | 59:10 | 1:12:46 | 14:57 | 11:04 |
 | Wind Waker | 2 | 0.51% | 50.0 | 100.00% | +53.35% | 0.00% | 0.00% | 0.00% | 40:59 | 39:55 | 39:55 | 42:02 | 42:02 | 42:02 | 02:07 | 01:34 |
 | Boots of Travel 2 | 2 | 0.51% | 48.3 | 100.00% | +53.35% | 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 |
 | Ring of Health | 19 | 4.87% | 46.7 | 36.84% | -10.60% | +3.16% | +3.16% | 0.00% | 34:05 | 08:17 | 25:16 | 34:47 | 44:25 | 52:25 | 19:09 | 14:11 |
 | Crown | 5 | 1.28% | 45.0 | 60.00% | +13.25% | +40.00% | +40.00% | 0.00% | 12:32 | 03:19 | 03:19 | 13:42 | 16:32 | 23:03 | 13:13 | 09:47 |
 | Lotus Orb | 13 | 3.33% | 43.3 | 38.46% | -8.75% | -5.13% | +28.21% | 2.33% | 36:22 | 26:40 | 27:31 | 35:03 | 41:48 | 49:41 | 14:17 | 10:34 |
 | Aghanim's Scepter | 9 | 2.31% | 41.7 | 44.44% | -2.54% | -44.44% | +55.56% | 3.75% | 46:42 | 21:28 | 30:58 | 42:47 | 57:40 | 1:13:38 | 26:42 | 19:46 |
 | Wraith Band | 6 | 1.54% | 40.0 | 50.00% | +3.12% | +50.00% | +50.00% | 0.00% | 25:38 | 20:24 | 22:32 | 25:50 | 28:42 | 28:56 | 06:10 | 04:34 |
 | Boots of Bearing | 4 | 1.03% | 38.3 | 50.00% | +3.11% | -50.00% | -50.00% | 0.00% | 23:34 | 19:47 | 19:47 | 20:51 | 23:19 | 30:19 | 03:32 | 02:37 |
 | Ring of Basilius | 4 | 1.03% | 36.7 | 50.00% | +3.11% | -50.00% | +50.00% | 0.00% | 13:51 | 01:38 | 01:38 | 11:09 | 15:05 | 27:30 | 13:27 | 09:57 |
 | Urn of Shadows | 9 | 2.31% | 35.0 | 33.33% | -13.91% | -33.33% | -33.33% | 0.00% | 12:40 | 06:39 | 10:07 | 11:44 | 14:34 | 18:18 | 04:27 | 03:17 |
 | Vladmir's Offering | 1 | 0.26% | 33.3 | 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 |
 | Wraith Pact | 1 | 0.26% | 31.7 | 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 |
 | Helm of Iron Will | 1 | 0.26% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.26% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.26% | 26.7 | 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 |
 | Sange | 1 | 0.26% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.26% | 23.3 | 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 |
 | Medallion of Courage | 1 | 0.26% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 00:00 | 00:00 |
 | Spirit Vessel | 6 | 1.54% | 20.0 | 33.33% | -13.81% | -33.33% | -33.33% | 0.00% | 21:24 | 20:12 | 20:16 | 20:24 | 21:57 | 24:48 | 01:41 | 01:14 |
 | Meteor Hammer | 2 | 0.51% | 18.3 | 50.00% | +3.09% | +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 | 0.51% | 16.7 | 50.00% | +3.09% | -50.00% | 0.00% | 0.00% | 17:56 | 17:34 | 17:34 | 18:18 | 18:18 | 18:18 | 00:44 | 00:32 |
 | Bottle | 3 | 0.77% | 15.0 | 33.33% | -13.70% | -33.33% | 0.00% | 0.00% | 01:30 | 01:23 | 01:23 | 01:26 | 01:40 | 01:40 | 00:17 | 00:12 |
 | Diadem | 1 | 0.26% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 18:38 | 00:00 | 00:00 |
 | Phylactery | 1 | 0.26% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.26% | 10.0 | 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 |
 | Kaya | 1 | 0.26% | 8.3 | 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 | 0.26% | 6.7 | 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 | 0.51% | 5.0 | 0.00% | -47.16% | 0.00% | 0.00% | 0.00% | 46:39 | 40:37 | 40:37 | 52:41 | 52:41 | 52:41 | 12:04 | 08:56 |
 | Bracer | 2 | 0.51% | 3.3 | 0.00% | -47.16% | 0.00% | 0.00% | 0.00% | 28:36 | 24:18 | 24:18 | 32:53 | 32:53 | 32:53 | 08:35 | 06:21 |
 | Cornucopia | 2 | 0.51% | 1.7 | 0.00% | -47.16% | 0.00% | 0.00% | 0.00% | 42:51 | 37:03 | 37:03 | 48:38 | 48:38 | 48:38 | 11:35 | 08:34 |