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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 | |
 | Octarine Core | 6 | 6.98% | 100.0 | 100.00% | +51.25% | 0.00% | 0.00% | 0.00% | 28:57 | 23:22 | 26:38 | 29:41 | 30:31 | 33:35 | 03:53 | 02:52 |
 | Aghanim's Shard | 20 | 23.26% | 98.1 | 70.00% | +23.03% | -30.00% | +10.00% | 4.57% | 31:14 | 21:02 | 25:22 | 29:45 | 34:07 | 49:41 | 08:45 | 06:28 |
 | Void Stone | 60 | 69.77% | 96.3 | 58.33% | +19.87% | +15.00% | +1.67% | -1.63% | 20:31 | 12:35 | 15:25 | 18:32 | 23:37 | 45:42 | 08:12 | 06:04 |
 | Arcane Boots | 60 | 69.77% | 94.4 | 56.67% | +14.36% | +10.00% | -10.00% | -4.48% | 13:51 | 07:39 | 10:33 | 12:52 | 15:01 | 32:02 | 04:28 | 03:18 |
 | Aether Lens | 48 | 55.81% | 92.6 | 58.33% | +13.59% | +16.67% | -16.66% | -4.46% | 21:50 | 14:08 | 17:27 | 20:53 | 24:55 | 47:19 | 07:28 | 05:31 |
 | Aeon Disk | 7 | 8.14% | 90.7 | 85.71% | +36.34% | +14.29% | -35.71% | -6.52% | 39:37 | 25:24 | 33:58 | 39:51 | 41:38 | 56:47 | 07:40 | 05:40 |
 | Boots of Speed | 86 | 100.00% | 88.9 | 52.33% | +52.33% | -6.88% | +0.05% | 2.25% | 07:01 | 02:28 | 04:55 | 06:31 | 08:00 | 20:41 | 03:05 | 02:17 |
 | Magic Stick | 81 | 94.19% | 87.0 | 51.85% | -8.15% | -1.85% | -16.85% | -7.69% | 02:27 | -01:29 | -01:28 | 02:00 | 03:25 | 15:00 | 04:53 | 03:37 |
 | Magic Wand | 51 | 59.30% | 85.2 | 54.90% | +6.33% | +6.64% | -8.75% | -2.25% | 09:07 | 01:32 | 05:13 | 09:15 | 12:04 | 20:28 | 06:51 | 05:04 |
 | Wind Lace | 39 | 45.35% | 83.3 | 56.41% | +7.47% | -6.41% | +3.59% | 0.96% | 14:25 | -01:29 | 08:17 | 12:31 | 18:40 | 49:38 | 10:23 | 07:41 |
 | Blight Stone | 52 | 60.47% | 81.5 | 50.00% | -5.88% | -3.85% | +3.85% | 0.00% | 00:36 | -01:29 | -01:29 | -01:29 | -01:29 | 23:40 | 00:00 | 00:00 |
 | Tranquil Boots | 18 | 20.93% | 79.6 | 61.11% | +11.11% | -21.11% | +38.89% | 3.97% | 15:02 | 08:17 | 09:13 | 10:40 | 24:20 | 27:43 | 15:07 | 11:11 |
 | Force Staff | 17 | 19.77% | 77.8 | 58.82% | +8.10% | +16.18% | -8.82% | -1.75% | 29:24 | 18:02 | 20:31 | 30:45 | 34:49 | 54:28 | 14:18 | 10:35 |
 | Fluffy Hat | 21 | 24.42% | 75.9 | 52.38% | +0.07% | -12.38% | -12.38% | 0.00% | 21:41 | 05:46 | 13:10 | 18:10 | 27:09 | 54:28 | 13:59 | 10:21 |
 | Lotus Orb | 5 | 5.81% | 74.1 | 80.00% | +29.38% | +20.00% | +20.00% | 0.00% | 38:49 | 34:12 | 34:12 | 38:08 | 38:46 | 45:56 | 04:34 | 03:22 |
 | Urn of Shadows | 8 | 9.30% | 72.2 | 62.50% | +11.22% | -12.50% | -12.50% | 0.00% | 08:09 | 03:51 | 05:49 | 07:12 | 08:50 | 14:46 | 03:01 | 02:14 |
 | Ring of Health | 8 | 9.30% | 70.4 | 62.50% | +11.22% | -62.50% | +37.50% | 8.66% | 31:54 | 18:32 | 24:48 | 29:07 | 36:21 | 45:30 | 11:33 | 08:33 |
 | Ghost Scepter | 8 | 9.30% | 68.5 | 62.50% | +11.22% | +37.50% | -62.50% | -8.97% | 31:49 | 18:59 | 25:19 | 30:25 | 36:28 | 43:04 | 11:09 | 08:15 |
 | Ring of Protection | 11 | 12.79% | 66.7 | 54.55% | +2.55% | +12.12% | -21.22% | -6.74% | 10:25 | -00:02 | 04:53 | 06:41 | 09:50 | 34:10 | 04:57 | 03:40 |
 | Crown | 27 | 31.40% | 64.8 | 40.74% | -16.89% | -26.45% | -12.17% | 2.01% | 17:50 | 03:48 | 12:34 | 15:21 | 19:41 | 37:48 | 07:07 | 05:16 |
 | Chainmail | 21 | 24.42% | 63.0 | 42.86% | -12.52% | -2.86% | -2.86% | 0.00% | 14:44 | 05:06 | 09:07 | 12:25 | 16:10 | 37:48 | 07:03 | 05:13 |
 | Ring of Basilius | 15 | 17.44% | 61.1 | 46.67% | -6.85% | +3.33% | +28.33% | 5.38% | 07:05 | -01:29 | 03:59 | 08:01 | 08:38 | 14:06 | 04:39 | 03:26 |
 | Medallion of Courage | 19 | 22.09% | 59.3 | 42.11% | -13.11% | -2.11% | -2.11% | 0.00% | 14:48 | 05:42 | 09:43 | 13:18 | 15:00 | 38:27 | 05:17 | 03:54 |
 | Glimmer Cape | 2 | 2.33% | 57.4 | 100.00% | +48.81% | 0.00% | 0.00% | 0.00% | 27:10 | 25:40 | 25:40 | 28:39 | 28:39 | 28:39 | 02:59 | 02:12 |
 | Scythe of Vyse | 2 | 2.33% | 55.6 | 100.00% | +48.81% | 0.00% | 0.00% | 0.00% | 50:05 | 45:07 | 45:07 | 55:03 | 55:03 | 55:03 | 09:56 | 07:21 |
 | Eul's Scepter of Divinity | 10 | 11.63% | 53.7 | 50.00% | -2.63% | +16.67% | -50.00% | -9.76% | 25:41 | 17:07 | 21:15 | 22:44 | 28:05 | 50:29 | 06:50 | 05:03 |
 | Solar Crest | 14 | 16.28% | 51.9 | 42.86% | -11.31% | +7.14% | -9.53% | -2.73% | 23:03 | 18:23 | 18:41 | 20:00 | 24:48 | 38:27 | 06:07 | 04:31 |
 | Drum of Endurance | 5 | 5.81% | 50.0 | 60.00% | +8.15% | -60.00% | -60.00% | 0.00% | 23:02 | 16:00 | 16:00 | 24:10 | 26:48 | 27:46 | 10:48 | 08:00 |
 | Veil of Discord | 9 | 10.47% | 48.1 | 44.44% | -8.81% | -44.44% | +55.56% | 18.81% | 13:42 | 05:32 | 10:43 | 14:44 | 16:02 | 19:10 | 05:19 | 03:56 |
 | Aghanim's Scepter | 13 | 15.12% | 46.3 | 38.46% | -16.33% | -5.13% | -5.13% | 0.00% | 34:25 | 26:01 | 28:47 | 31:56 | 41:32 | 44:27 | 12:45 | 09:26 |
 | Spirit Vessel | 6 | 6.98% | 44.4 | 50.00% | -2.50% | 0.00% | -50.00% | 0.00% | 18:28 | 15:50 | 16:15 | 16:53 | 19:14 | 25:04 | 02:59 | 02:12 |
 | Black King Bar | 1 | 1.16% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.16% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 08:38 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.16% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 2.33% | 37.0 | 50.00% | -2.38% | +50.00% | 0.00% | 0.00% | 30:56 | 30:18 | 30:18 | 31:33 | 31:33 | 31:33 | 01:15 | 00:55 |
 | Maelstrom | 10 | 11.63% | 35.2 | 20.00% | -36.58% | -20.00% | -20.00% | 0.00% | 19:23 | 11:36 | 14:56 | 16:20 | 23:06 | 32:35 | 08:10 | 06:02 |
 | Javelin | 10 | 11.63% | 33.3 | 20.00% | -36.58% | -20.00% | -20.00% | 0.00% | 16:12 | 08:25 | 11:13 | 12:59 | 20:47 | 32:35 | 09:34 | 07:05 |
 | Linken's Sphere | 3 | 3.49% | 31.5 | 33.33% | -19.68% | -33.33% | 0.00% | 0.00% | 28:56 | 21:58 | 21:58 | 27:33 | 37:17 | 37:17 | 15:19 | 11:20 |
 | Wraith Band | 3 | 3.49% | 29.6 | 33.33% | -19.68% | -33.33% | 0.00% | 0.00% | 03:36 | 01:10 | 01:10 | 04:41 | 04:56 | 04:56 | 03:46 | 02:47 |
 | Quelling Blade | 3 | 3.49% | 27.8 | 33.33% | -19.68% | -33.33% | 0.00% | 0.00% | 03:46 | -01:29 | -01:29 | -01:29 | 14:15 | 14:15 | 15:44 | 11:39 |
 | Gleipnir | 4 | 4.65% | 25.9 | 25.00% | -28.66% | +75.00% | -25.00% | 0.00% | 36:31 | 32:34 | 32:34 | 33:43 | 38:53 | 40:53 | 06:19 | 04:40 |
 | Rod of Atos | 4 | 4.65% | 24.1 | 25.00% | -28.66% | +75.00% | -25.00% | 0.00% | 36:23 | 32:03 | 32:03 | 33:43 | 38:53 | 40:53 | 06:50 | 05:03 |
 | Guardian Greaves | 1 | 1.16% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.16% | 20.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.16% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.16% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 00:00 | 00:00 |
 | Headdress | 2 | 2.33% | 14.8 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 06:35 | -01:29 | -01:29 | 14:39 | 14:39 | 14:39 | 16:08 | 11:57 |
 | Buckler | 1 | 1.16% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.16% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.16% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 17:51 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 2.33% | 7.4 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 07:33 | 06:22 | 06:22 | 08:43 | 08:43 | 08:43 | 02:21 | 01:44 |
 | Bottle | 2 | 2.33% | 5.6 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 02:06 | 01:59 | 01:59 | 02:12 | 02:12 | 02:12 | 00:13 | 00:09 |
 | Wind Waker | 1 | 1.16% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:54 | 51:54 | 51:54 | 51:54 | 51:54 | 51:54 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.16% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 00:00 | 00:00 |