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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 | |
 | Void Stone | 84 | 42.64% | 100.0 | 71.43% | +28.95% | -9.53% | -19.05% | -0.78% | 33:32 | 07:22 | 25:56 | 32:35 | 38:07 | 1:18:11 | 12:11 | 09:01 |
 | Octarine Core | 51 | 25.89% | 98.5 | 68.63% | +18.63% | -14.78% | -7.09% | 0.70% | 40:55 | 19:58 | 34:48 | 38:34 | 45:51 | 1:18:12 | 11:03 | 08:11 |
 | Black King Bar | 96 | 48.73% | 97.0 | 63.54% | +17.01% | -1.04% | -9.37% | -1.67% | 27:36 | 16:33 | 24:18 | 26:41 | 29:17 | 1:01:54 | 04:59 | 03:41 |
 | Linken's Sphere | 16 | 8.12% | 95.5 | 81.25% | +28.76% | -6.25% | -31.25% | -1.76% | 34:37 | 22:44 | 27:13 | 32:25 | 41:27 | 45:55 | 14:14 | 10:32 |
 | Aghanim's Scepter | 95 | 48.22% | 93.9 | 62.11% | +14.07% | +25.39% | -24.61% | -12.30% | 21:59 | 15:42 | 19:11 | 21:15 | 23:15 | 40:40 | 04:04 | 03:00 |
 | Aether Lens | 36 | 18.27% | 92.4 | 69.44% | +17.89% | -25.00% | -2.77% | 2.82% | 28:36 | 19:57 | 24:03 | 27:50 | 31:56 | 46:12 | 07:53 | 05:50 |
 | Silver Edge | 45 | 22.84% | 90.9 | 66.67% | +15.35% | +15.15% | -30.31% | -7.51% | 37:47 | 27:47 | 33:23 | 35:46 | 39:26 | 1:12:28 | 06:03 | 04:28 |
 | Crystalys | 54 | 27.41% | 89.4 | 64.81% | +13.76% | +13.76% | -18.66% | -4.28% | 35:29 | 24:58 | 30:59 | 34:07 | 38:33 | 1:12:27 | 07:34 | 05:36 |
 | Bottle | 91 | 46.19% | 87.9 | 60.44% | +10.44% | +9.13% | +0.43% | -8.70% | 01:36 | 00:03 | 01:21 | 01:33 | 01:43 | 03:53 | 00:22 | 00:16 |
 | Shadow Blade | 65 | 32.99% | 86.4 | 61.54% | +10.02% | +13.46% | -30.29% | -5.66% | 33:27 | 22:17 | 28:42 | 31:48 | 36:26 | 56:26 | 07:44 | 05:43 |
 | Magic Stick | 172 | 87.31% | 84.8 | 55.81% | +7.81% | -13.95% | 0.00% | 3.99% | 03:15 | -01:29 | 01:02 | 02:19 | 04:32 | 21:05 | 03:30 | 02:35 |
 | Blink Dagger | 190 | 96.45% | 83.3 | 55.26% | +12.40% | +17.66% | -12.71% | -5.19% | 15:00 | 08:31 | 11:15 | 13:01 | 17:06 | 38:54 | 05:51 | 04:20 |
 | Aghanim's Shard | 88 | 44.67% | 81.8 | 59.09% | +7.71% | -13.64% | +9.09% | 2.42% | 23:31 | 15:00 | 16:39 | 21:23 | 26:02 | 55:39 | 09:23 | 06:57 |
 | Boots of Speed | 197 | 100.00% | 80.3 | 54.82% | +54.82% | -1.76% | +0.28% | 0.99% | 03:32 | -01:29 | 03:02 | 03:56 | 05:06 | 08:52 | 02:04 | 01:31 |
 | Power Treads | 102 | 51.78% | 78.8 | 57.84% | +6.26% | +7.54% | +2.16% | -2.52% | 08:02 | 05:08 | 06:21 | 07:02 | 08:29 | 31:24 | 02:08 | 01:34 |
 | Magic Wand | 137 | 69.54% | 77.3 | 56.20% | +4.53% | +2.62% | -6.20% | -1.23% | 09:10 | -01:29 | 05:26 | 07:13 | 12:36 | 33:44 | 07:10 | 05:18 |
 | Cornucopia | 26 | 13.20% | 75.8 | 69.23% | +16.60% | +16.48% | -35.90% | -3.86% | 39:43 | 12:09 | 32:10 | 40:20 | 45:44 | 59:37 | 13:34 | 10:02 |
 | Arcane Boots | 78 | 39.59% | 74.2 | 57.69% | +4.75% | -12.69% | +21.26% | 3.59% | 13:23 | 04:15 | 07:15 | 10:09 | 16:42 | 43:31 | 09:27 | 07:00 |
 | Quelling Blade | 98 | 49.75% | 72.7 | 54.08% | -1.48% | +13.92% | +4.25% | 0.00% | -00:54 | -01:30 | -01:29 | -01:29 | -01:29 | 15:28 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 2.54% | 71.2 | 100.00% | +46.35% | 0.00% | 0.00% | 0.00% | 25:57 | 22:45 | 22:45 | 25:42 | 26:45 | 28:59 | 04:00 | 02:57 |
 | Wind Lace | 72 | 36.55% | 69.7 | 52.78% | -3.22% | +8.33% | +8.33% | 0.00% | 07:35 | -01:29 | -01:29 | 07:09 | 15:01 | 25:42 | 16:30 | 12:13 |
 | Force Staff | 36 | 18.27% | 68.2 | 58.33% | +4.29% | +8.34% | -2.77% | -1.43% | 31:15 | 21:24 | 27:18 | 30:34 | 35:03 | 43:12 | 07:45 | 05:44 |
 | Fluffy Hat | 39 | 19.80% | 66.7 | 56.41% | +1.98% | +3.59% | +3.59% | 0.00% | 26:06 | 05:29 | 21:37 | 26:46 | 30:26 | 40:51 | 08:49 | 06:31 |
 | Aeon Disk | 7 | 3.55% | 65.2 | 85.71% | +32.03% | +14.29% | -35.71% | -5.76% | 40:55 | 30:06 | 36:05 | 41:11 | 44:46 | 50:03 | 08:41 | 06:25 |
 | Ring of Protection | 13 | 6.60% | 63.6 | 69.23% | +15.43% | -2.56% | +30.77% | 3.27% | 08:55 | -01:29 | 02:46 | 04:54 | 12:57 | 32:33 | 10:11 | 07:32 |
 | Buckler | 4 | 2.03% | 62.1 | 100.00% | +46.11% | 0.00% | 0.00% | 0.00% | 31:25 | 19:26 | 19:26 | 31:45 | 32:33 | 41:57 | 13:07 | 09:42 |
 | Heart of Tarrasque | 4 | 2.03% | 60.6 | 100.00% | +46.11% | 0.00% | 0.00% | 0.00% | 40:15 | 22:54 | 22:54 | 29:55 | 50:06 | 58:03 | 27:12 | 20:08 |
 | Ring of Health | 14 | 7.11% | 59.1 | 64.29% | +10.19% | -14.29% | +35.71% | 3.04% | 29:26 | 02:01 | 25:41 | 30:52 | 42:07 | 55:24 | 16:26 | 12:10 |
 | Tranquil Boots | 23 | 11.68% | 57.6 | 52.17% | -3.00% | -35.50% | +14.50% | 2.45% | 24:43 | 06:19 | 12:22 | 27:18 | 32:47 | 48:52 | 20:25 | 15:07 |
 | Refresher Orb | 21 | 10.66% | 56.1 | 52.38% | -2.73% | +27.62% | -12.38% | -3.61% | 50:54 | 30:27 | 44:21 | 47:19 | 55:25 | 1:23:54 | 11:04 | 08:11 |
 | Overwhelming Blink | 7 | 3.55% | 54.5 | 71.43% | +17.22% | +28.57% | -21.43% | -4.76% | 51:25 | 43:05 | 43:54 | 47:43 | 54:24 | 1:04:35 | 10:30 | 07:46 |
 | Assault Cuirass | 3 | 1.52% | 53.0 | 100.00% | +45.88% | 0.00% | 0.00% | 0.00% | 36:45 | 33:53 | 33:53 | 34:04 | 42:17 | 42:17 | 08:24 | 06:13 |
 | Bracer | 21 | 10.66% | 51.5 | 42.86% | -13.39% | +17.14% | -2.86% | -19.35% | 02:52 | 01:26 | 02:06 | 02:26 | 03:08 | 07:18 | 01:02 | 00:45 |
 | Soul Ring | 9 | 4.57% | 50.0 | 55.56% | +0.77% | -5.56% | -5.56% | 0.00% | 06:39 | 03:51 | 03:57 | 05:49 | 07:33 | 13:37 | 03:36 | 02:40 |
 | Glimmer Cape | 4 | 2.03% | 48.5 | 75.00% | +20.60% | +25.00% | +25.00% | 0.00% | 27:59 | 23:33 | 23:33 | 25:30 | 30:25 | 32:26 | 06:52 | 05:05 |
 | Sange and Yasha | 2 | 1.02% | 47.0 | 100.00% | +45.64% | 0.00% | 0.00% | 0.00% | 42:34 | 33:43 | 33:43 | 51:25 | 51:25 | 51:25 | 17:42 | 13:06 |
 | Yasha | 2 | 1.02% | 45.5 | 100.00% | +45.64% | 0.00% | 0.00% | 0.00% | 29:06 | 24:49 | 24:49 | 33:23 | 33:23 | 33:23 | 08:34 | 06:20 |
 | Headdress | 2 | 1.02% | 43.9 | 100.00% | +45.64% | 0.00% | 0.00% | 0.00% | 20:21 | 18:22 | 18:22 | 22:20 | 22:20 | 22:20 | 03:58 | 02:56 |
 | Boots of Travel | 5 | 2.54% | 42.4 | 60.00% | +5.31% | +40.00% | +40.00% | 0.00% | 40:12 | 29:47 | 29:47 | 42:13 | 43:54 | 44:14 | 14:07 | 10:27 |
 | Sange | 5 | 2.54% | 40.9 | 60.00% | +5.31% | +40.00% | -60.00% | 0.00% | 34:00 | 30:25 | 30:25 | 31:24 | 35:32 | 41:49 | 05:07 | 03:47 |
 | Vanguard | 3 | 1.52% | 39.4 | 66.67% | +12.03% | -66.67% | 0.00% | 0.00% | 12:20 | 05:17 | 05:17 | 06:02 | 25:41 | 25:41 | 20:24 | 15:06 |
 | Arcane Blink | 3 | 1.52% | 37.9 | 66.67% | +12.03% | +33.33% | 0.00% | 0.00% | 57:03 | 52:55 | 52:55 | 54:13 | 1:04:00 | 1:04:00 | 11:05 | 08:12 |
 | Daedalus | 3 | 1.52% | 36.4 | 66.67% | +12.03% | +33.33% | 0.00% | 0.00% | 37:21 | 28:42 | 28:42 | 40:46 | 42:34 | 42:34 | 13:52 | 10:16 |
 | Chainmail | 4 | 2.03% | 34.8 | 50.00% | -4.92% | -50.00% | +50.00% | 0.00% | 09:59 | 05:16 | 05:16 | 07:46 | 08:29 | 18:23 | 03:13 | 02:22 |
 | Lotus Orb | 4 | 2.03% | 33.3 | 50.00% | -4.92% | -50.00% | -50.00% | 0.00% | 26:58 | 14:26 | 14:26 | 26:18 | 33:32 | 33:35 | 19:06 | 14:08 |
 | Wind Waker | 1 | 0.51% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.51% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.51% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.51% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:50 | 1:12:50 | 1:12:50 | 1:12:50 | 1:12:50 | 1:12:50 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.51% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 1:08:25 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.51% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 42:41 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.51% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.51% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.51% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.51% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Satanic | 1 | 0.51% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 00:00 | 00:00 |
 | Aghanim's Blessing | 10 | 5.08% | 15.2 | 30.00% | -26.15% | +36.67% | +20.00% | -1.07% | 56:21 | 44:49 | 48:35 | 54:16 | 1:04:10 | 1:07:30 | 15:35 | 11:32 |
 | Ghost Scepter | 5 | 2.54% | 13.6 | 40.00% | -15.21% | -40.00% | -40.00% | 0.00% | 30:36 | 24:01 | 24:01 | 28:29 | 30:06 | 44:38 | 06:05 | 04:30 |
 | Phase Boots | 3 | 1.52% | 12.1 | 33.33% | -21.82% | -33.33% | 0.00% | 0.00% | 07:47 | 05:54 | 05:54 | 08:31 | 08:56 | 08:56 | 03:02 | 02:14 |
 | Kaya | 3 | 1.52% | 10.6 | 33.33% | -21.82% | -33.33% | 0.00% | 0.00% | 30:35 | 25:52 | 25:52 | 28:21 | 37:32 | 37:32 | 11:40 | 08:38 |
 | Boots of Travel 2 | 4 | 2.03% | 9.1 | 25.00% | -30.44% | -25.00% | -25.00% | 0.00% | 54:04 | 43:44 | 43:44 | 44:51 | 1:01:24 | 1:06:18 | 17:40 | 13:05 |
 | Kaya and Sange | 4 | 2.03% | 7.6 | 25.00% | -30.44% | -25.00% | -25.00% | 0.00% | 42:05 | 31:09 | 31:09 | 31:39 | 41:49 | 1:03:41 | 10:40 | 07:54 |
 | Nullifier | 1 | 0.51% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.51% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.51% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.51% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 00:00 | 00:00 |