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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 | |
 | Scythe of Vyse | 17 | 32.08% | 100.0 | 70.59% | +40.03% | +4.41% | +4.41% | 0.00% | 37:28 | 26:53 | 28:52 | 36:19 | 42:19 | 56:40 | 13:27 | 09:57 |
 | Linken's Sphere | 7 | 13.21% | 98.2 | 85.71% | +48.75% | +14.29% | +14.29% | 0.00% | 31:16 | 24:27 | 24:54 | 26:54 | 32:09 | 50:29 | 07:15 | 05:22 |
 | Octarine Core | 14 | 26.42% | 96.5 | 71.43% | +38.10% | -21.43% | -4.76% | 1.14% | 34:33 | 21:57 | 26:59 | 34:42 | 41:33 | 48:32 | 14:34 | 10:47 |
 | Aether Lens | 22 | 41.51% | 94.7 | 63.64% | +34.61% | +3.03% | +16.36% | 0.99% | 30:28 | 17:12 | 22:09 | 29:03 | 35:35 | 48:10 | 13:26 | 09:57 |
 | Void Stone | 33 | 62.26% | 93.0 | 57.58% | +37.58% | +4.92% | +4.92% | 0.00% | 26:45 | 11:14 | 21:04 | 25:37 | 30:44 | 44:22 | 09:40 | 07:09 |
 | Wind Lace | 30 | 56.60% | 91.2 | 56.67% | +30.58% | +18.33% | +0.47% | -2.71% | 07:48 | -01:29 | 03:48 | 07:39 | 10:24 | 22:22 | 06:36 | 04:53 |
 | Aghanim's Scepter | 14 | 26.42% | 89.5 | 64.29% | +28.39% | -14.29% | +35.71% | 3.02% | 35:22 | 19:15 | 27:41 | 30:56 | 44:16 | 56:44 | 16:35 | 12:17 |
 | Spirit Vessel | 36 | 67.92% | 87.7 | 52.78% | +29.25% | -8.34% | +13.89% | 9.60% | 14:01 | 09:32 | 11:58 | 12:57 | 14:17 | 27:20 | 02:19 | 01:42 |
 | Urn of Shadows | 37 | 69.81% | 86.0 | 51.35% | +26.35% | -40.24% | -18.02% | 10.58% | 08:54 | 03:29 | 07:57 | 08:54 | 10:03 | 19:38 | 02:06 | 01:33 |
 | Boots of Travel | 25 | 47.17% | 84.2 | 52.00% | +16.29% | -18.67% | -2.00% | 0.93% | 36:00 | 21:27 | 25:14 | 35:56 | 43:08 | 1:01:51 | 17:54 | 13:15 |
 | Ring of Protection | 43 | 81.13% | 82.5 | 46.51% | +16.51% | -10.15% | -28.33% | -7.42% | 08:58 | -01:29 | 07:17 | 08:17 | 09:44 | 42:08 | 02:27 | 01:48 |
 | Ring of Health | 9 | 16.98% | 80.7 | 66.67% | +28.03% | -66.67% | -16.67% | 4.79% | 30:32 | 23:18 | 23:33 | 24:48 | 33:59 | 50:18 | 10:26 | 07:43 |
 | Boots of Speed | 53 | 100.00% | 78.9 | 43.40% | +43.40% | -4.94% | -28.02% | -9.48% | 02:22 | -01:29 | 01:05 | 01:36 | 03:31 | 10:40 | 02:26 | 01:48 |
 | Fluffy Hat | 44 | 83.02% | 77.2 | 43.18% | -1.26% | +20.46% | -15.91% | -8.33% | 14:51 | 08:22 | 12:20 | 14:08 | 16:42 | 23:06 | 04:22 | 03:14 |
 | Force Staff | 42 | 79.25% | 75.4 | 42.86% | -2.59% | +20.78% | -12.86% | -7.79% | 19:13 | 11:53 | 16:39 | 17:27 | 20:58 | 34:27 | 04:19 | 03:11 |
 | Tranquil Boots | 10 | 18.87% | 73.7 | 60.00% | +20.47% | +40.00% | -10.00% | -7.23% | 09:28 | 03:38 | 05:12 | 07:05 | 12:07 | 20:43 | 06:55 | 05:07 |
 | Magic Stick | 28 | 52.83% | 71.9 | 42.86% | -1.14% | 0.00% | +14.28% | 2.39% | 02:41 | -01:29 | -01:29 | -01:18 | 07:27 | 12:10 | 08:56 | 06:37 |
 | Black King Bar | 12 | 22.64% | 70.2 | 50.00% | +8.54% | +50.00% | +16.67% | -2.03% | 34:57 | 21:44 | 23:36 | 33:18 | 40:00 | 59:13 | 16:24 | 12:08 |
 | Aghanim's Blessing | 4 | 7.55% | 68.4 | 75.00% | +34.18% | +25.00% | +25.00% | 0.00% | 53:25 | 47:17 | 47:17 | 53:33 | 56:05 | 56:44 | 08:48 | 06:31 |
 | Blink Dagger | 4 | 7.55% | 66.7 | 75.00% | +34.18% | +25.00% | -75.00% | 0.00% | 44:05 | 31:03 | 31:03 | 43:28 | 49:55 | 51:52 | 18:52 | 13:58 |
 | Hurricane Pike | 2 | 3.77% | 64.9 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 49:16 | 46:23 | 46:23 | 52:08 | 52:08 | 52:08 | 05:45 | 04:15 |
 | Magic Wand | 20 | 37.74% | 63.2 | 40.00% | -5.45% | +20.00% | 0.00% | -2.45% | 06:58 | -01:29 | 01:39 | 07:39 | 09:48 | 23:14 | 08:09 | 06:02 |
 | Ghost Scepter | 8 | 15.09% | 61.4 | 50.00% | +7.78% | 0.00% | 0.00% | 0.00% | 32:18 | 18:14 | 20:03 | 24:42 | 35:27 | 1:08:46 | 15:24 | 11:24 |
 | Aeon Disk | 5 | 9.43% | 59.6 | 60.00% | +18.33% | +40.00% | +40.00% | 0.00% | 35:15 | 26:41 | 26:41 | 35:19 | 36:44 | 46:02 | 10:03 | 07:26 |
 | Aghanim's Shard | 6 | 11.32% | 57.9 | 50.00% | +7.45% | 0.00% | -50.00% | 0.00% | 39:53 | 28:02 | 29:08 | 32:33 | 49:54 | 56:44 | 20:46 | 15:22 |
 | Kaya | 6 | 11.32% | 56.1 | 50.00% | +7.45% | 0.00% | +50.00% | 0.00% | 32:42 | 17:06 | 18:24 | 20:06 | 43:39 | 1:08:46 | 25:15 | 18:42 |
 | Ethereal Blade | 6 | 11.32% | 54.4 | 50.00% | +7.45% | 0.00% | +50.00% | 0.00% | 36:44 | 21:40 | 23:08 | 25:10 | 46:10 | 1:08:46 | 23:02 | 17:03 |
 | Crown | 10 | 18.87% | 52.6 | 40.00% | -4.19% | -6.67% | +10.00% | 1.20% | 31:36 | 02:05 | 23:42 | 28:42 | 37:38 | 59:23 | 13:56 | 10:19 |
 | Dagon (level 4) | 7 | 13.21% | 50.9 | 42.86% | -0.62% | +7.14% | +7.14% | 0.00% | 43:04 | 17:52 | 34:54 | 39:20 | 53:43 | 1:02:32 | 18:49 | 13:56 |
 | Dagon | 7 | 13.21% | 49.1 | 42.86% | -0.62% | -42.86% | +7.14% | 0.00% | 36:02 | 06:55 | 28:42 | 35:57 | 38:31 | 59:24 | 09:49 | 07:16 |
 | Dagon (level 5) | 7 | 13.21% | 47.4 | 42.86% | -0.62% | -42.86% | +7.14% | 0.00% | 44:09 | 19:43 | 35:28 | 39:20 | 54:40 | 1:03:40 | 19:12 | 14:13 |
 | Dagon (level 3) | 7 | 13.21% | 45.6 | 42.86% | -0.62% | -42.86% | +7.14% | 0.00% | 40:28 | 14:18 | 28:44 | 38:35 | 51:13 | 60:58 | 22:29 | 16:39 |
 | Dagon (level 2) | 8 | 15.09% | 43.9 | 37.50% | -6.94% | -37.50% | +12.50% | 2.53% | 35:36 | 09:48 | 22:55 | 30:53 | 42:39 | 59:29 | 19:44 | 14:37 |
 | Orchid Malevolence | 4 | 7.55% | 42.1 | 50.00% | +7.14% | +50.00% | +50.00% | 0.00% | 19:27 | 14:57 | 14:57 | 16:40 | 22:08 | 24:02 | 07:11 | 05:19 |
 | Dragon Lance | 1 | 1.89% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 51:43 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.89% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Bottle | 1 | 1.89% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 49:08 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.89% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:04 | 1:02:04 | 1:02:04 | 1:02:04 | 1:02:04 | 1:02:04 | 00:00 | 00:00 |
 | Boots of Travel 2 | 5 | 9.43% | 33.3 | 40.00% | -3.75% | +60.00% | -40.00% | 0.00% | 58:28 | 48:45 | 48:45 | 53:22 | 1:08:35 | 1:11:10 | 19:50 | 14:41 |
 | Quelling Blade | 12 | 22.64% | 31.6 | 25.00% | -23.78% | -25.00% | +8.33% | 6.25% | 04:17 | -01:29 | -01:29 | -01:29 | 06:49 | 26:26 | 08:18 | 06:08 |
 | Glimmer Cape | 7 | 13.21% | 29.8 | 28.57% | -17.08% | +21.43% | -28.57% | 0.00% | 27:01 | 18:51 | 21:45 | 26:05 | 26:28 | 36:12 | 04:43 | 03:29 |
 | Morbid Mask | 2 | 3.77% | 28.1 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 44:47 | 42:09 | 42:09 | 47:25 | 47:25 | 47:25 | 05:16 | 03:54 |
 | Blight Stone | 2 | 3.77% | 26.3 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 26:29 | 23:42 | 23:42 | 29:15 | 29:15 | 29:15 | 05:33 | 04:06 |
 | Wraith Pact | 2 | 3.77% | 24.6 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 45:47 | 43:48 | 43:48 | 47:46 | 47:46 | 47:46 | 03:58 | 02:56 |
 | Solar Crest | 2 | 3.77% | 22.8 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 28:11 | 24:41 | 24:41 | 31:41 | 31:41 | 31:41 | 07:00 | 05:11 |
 | Ring of Basilius | 2 | 3.77% | 21.1 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 44:47 | 42:09 | 42:09 | 47:25 | 47:25 | 47:25 | 05:16 | 03:54 |
 | Medallion of Courage | 2 | 3.77% | 19.3 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 26:35 | 23:42 | 23:42 | 29:27 | 29:27 | 29:27 | 05:45 | 04:15 |
 | Vladmir's Offering | 2 | 3.77% | 17.5 | 50.00% | +6.86% | +50.00% | 0.00% | 0.00% | 44:48 | 42:09 | 42:09 | 47:26 | 47:26 | 47:26 | 05:17 | 03:54 |
 | Lotus Orb | 3 | 5.66% | 15.8 | 33.33% | -10.67% | -33.33% | 0.00% | 0.00% | 32:45 | 25:07 | 25:07 | 29:46 | 43:22 | 43:22 | 18:15 | 13:31 |
 | Arcane Boots | 8 | 15.09% | 14.0 | 12.50% | -36.39% | -12.50% | +37.50% | 8.31% | 15:36 | 06:18 | 10:29 | 13:47 | 16:30 | 30:50 | 06:01 | 04:27 |
 | Buckler | 8 | 15.09% | 12.3 | 12.50% | -36.39% | -12.50% | +37.50% | 8.43% | 18:18 | 11:40 | 11:44 | 15:38 | 17:40 | 42:08 | 05:56 | 04:23 |
 | Headdress | 9 | 16.98% | 10.5 | 11.11% | -38.89% | +38.89% | -11.11% | -14.35% | 04:01 | -01:29 | -01:29 | 03:46 | 04:58 | 16:00 | 06:27 | 04:46 |
 | Chainmail | 10 | 18.87% | 8.8 | 10.00% | -41.16% | -10.00% | +40.00% | 5.95% | 12:09 | 04:53 | 07:36 | 08:17 | 16:00 | 29:15 | 08:24 | 06:13 |
 | Hand of Midas | 1 | 1.89% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 1:03:41 | 00:00 | 00:00 |
 | Guardian Greaves | 6 | 11.32% | 5.3 | 0.00% | -48.94% | 0.00% | 0.00% | 0.00% | 18:57 | 13:37 | 15:45 | 19:47 | 21:10 | 23:12 | 05:25 | 04:00 |
 | Null Talisman | 2 | 3.77% | 3.5 | 0.00% | -45.10% | 0.00% | 0.00% | 0.00% | -00:13 | -01:29 | -01:29 | 01:04 | 01:04 | 01:04 | 02:33 | 01:53 |
 | Mekansm | 8 | 15.09% | 1.8 | 0.00% | -51.11% | 0.00% | 0.00% | 0.00% | 11:19 | 08:30 | 08:43 | 11:06 | 11:58 | 16:01 | 03:15 | 02:24 |