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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 | |
 | Ghost Scepter | 12 | 13.64% | 100.0 | 91.67% | +48.25% | -25.00% | +8.33% | 3.39% | 31:39 | 21:34 | 24:08 | 29:42 | 33:58 | 47:32 | 09:50 | 07:17 |
 | Ethereal Blade | 11 | 12.50% | 98.0 | 90.91% | +46.75% | -24.24% | +9.09% | 4.25% | 31:27 | 22:57 | 25:47 | 30:05 | 33:38 | 47:47 | 07:51 | 05:48 |
 | Octarine Core | 13 | 14.77% | 96.0 | 76.92% | +31.59% | +23.08% | +23.08% | 0.00% | 38:20 | 30:28 | 31:50 | 38:59 | 41:28 | 53:49 | 09:38 | 07:08 |
 | Kaya | 63 | 71.59% | 94.0 | 58.73% | +30.73% | +16.27% | -8.73% | -3.19% | 25:01 | 10:41 | 20:50 | 25:10 | 28:40 | 36:30 | 07:50 | 05:48 |
 | Aether Lens | 16 | 18.18% | 92.0 | 68.75% | +22.92% | +6.25% | +6.25% | 0.00% | 36:40 | 28:46 | 30:28 | 36:30 | 40:05 | 52:30 | 09:37 | 07:07 |
 | Boots of Speed | 88 | 100.00% | 90.0 | 50.00% | +50.00% | 0.00% | -4.55% | -2.81% | 05:59 | 02:41 | 05:01 | 05:42 | 06:38 | 13:13 | 01:37 | 01:11 |
 | Magic Wand | 77 | 87.50% | 88.0 | 50.65% | +5.20% | -8.54% | +7.24% | 6.23% | 05:59 | 01:50 | 04:28 | 05:46 | 07:00 | 13:07 | 02:32 | 01:52 |
 | Bottle | 87 | 98.86% | 86.0 | 49.43% | -50.57% | +0.57% | +5.12% | 4.55% | 01:48 | 00:18 | 01:13 | 01:23 | 01:36 | 36:24 | 00:23 | 00:17 |
 | Null Talisman | 87 | 98.86% | 84.0 | 49.43% | -50.57% | +18.75% | -13.07% | -28.93% | 03:45 | -00:20 | 03:11 | 03:44 | 04:17 | 11:36 | 01:06 | 00:48 |
 | Blink Dagger | 85 | 96.59% | 82.0 | 49.41% | -17.26% | +26.78% | +2.97% | -5.90% | 17:45 | 09:34 | 15:47 | 17:14 | 19:49 | 27:55 | 04:02 | 02:59 |
 | Chainmail | 79 | 89.77% | 80.0 | 49.37% | -6.19% | +0.63% | -4.37% | -1.79% | 11:36 | 06:33 | 10:16 | 11:22 | 13:04 | 18:25 | 02:48 | 02:04 |
 | Witch Blade | 79 | 89.77% | 78.0 | 49.37% | -6.19% | +5.63% | -9.37% | -6.00% | 12:58 | 08:51 | 11:38 | 12:46 | 14:08 | 18:49 | 02:30 | 01:51 |
 | Sange | 45 | 51.14% | 76.0 | 53.33% | +6.82% | +1.22% | -16.97% | -2.60% | 26:42 | 19:00 | 22:52 | 25:58 | 29:51 | 38:04 | 06:59 | 05:10 |
 | Kaya and Sange | 43 | 48.86% | 74.0 | 53.49% | +6.82% | +1.06% | -8.04% | -1.47% | 27:54 | 20:16 | 24:33 | 27:02 | 30:44 | 36:30 | 06:11 | 04:34 |
 | Magic Stick | 80 | 90.91% | 72.0 | 48.75% | -13.75% | -3.75% | +6.25% | 2.88% | 04:18 | -01:29 | 02:16 | 03:20 | 05:44 | 12:32 | 03:28 | 02:34 |
 | Void Stone | 49 | 55.68% | 70.0 | 51.02% | +2.30% | +23.98% | -1.02% | -2.23% | 26:14 | 11:09 | 20:27 | 24:57 | 31:39 | 45:12 | 11:12 | 08:17 |
 | Power Treads | 18 | 20.45% | 68.0 | 61.11% | +13.97% | -1.11% | -36.11% | -28.00% | 10:22 | 07:34 | 08:22 | 09:09 | 09:37 | 17:03 | 01:15 | 00:55 |
 | Aghanim's Blessing | 3 | 3.41% | 66.0 | 100.00% | +51.76% | 0.00% | 0.00% | 0.00% | 43:34 | 36:15 | 36:15 | 46:12 | 48:14 | 48:14 | 11:59 | 08:52 |
 | Aeon Disk | 21 | 23.86% | 64.0 | 52.38% | +3.13% | +7.62% | -12.38% | -2.77% | 32:57 | 21:23 | 25:20 | 28:13 | 32:33 | 1:11:49 | 07:13 | 05:20 |
 | Overwhelming Blink | 7 | 7.95% | 62.0 | 71.43% | +23.28% | -21.43% | -21.43% | 0.00% | 47:12 | 42:16 | 42:35 | 43:01 | 47:12 | 57:34 | 04:37 | 03:25 |
 | Crown | 14 | 15.91% | 60.0 | 57.14% | +8.49% | +42.86% | -57.14% | -10.10% | 31:44 | 05:53 | 28:21 | 32:08 | 38:15 | 52:49 | 09:54 | 07:20 |
 | Ring of Health | 27 | 30.68% | 58.0 | 48.15% | -2.67% | +23.28% | -19.58% | -5.07% | 29:22 | 18:16 | 24:20 | 29:04 | 32:47 | 45:12 | 08:27 | 06:15 |
 | Linken's Sphere | 25 | 28.41% | 56.0 | 48.00% | -2.79% | +35.33% | -14.67% | -6.37% | 29:57 | 21:53 | 24:56 | 30:01 | 32:47 | 42:01 | 07:51 | 05:48 |
 | Eul's Scepter of Divinity | 20 | 22.73% | 54.0 | 45.00% | -6.47% | +35.00% | -45.00% | -11.19% | 21:42 | 14:13 | 18:04 | 21:12 | 25:13 | 28:18 | 07:09 | 05:17 |
 | Wind Lace | 20 | 22.73% | 52.0 | 45.00% | -6.47% | +15.00% | -45.00% | -7.48% | 20:48 | 12:50 | 16:31 | 20:25 | 24:32 | 27:46 | 08:01 | 05:56 |
 | Aghanim's Scepter | 6 | 6.82% | 50.0 | 66.67% | +17.89% | -16.67% | +33.33% | 0.00% | 35:51 | 27:47 | 30:14 | 32:35 | 41:15 | 48:14 | 11:01 | 08:09 |
 | Dagon | 12 | 13.64% | 48.0 | 50.00% | 0.00% | +16.67% | -50.00% | -9.66% | 35:28 | 23:26 | 31:21 | 33:10 | 38:15 | 52:49 | 06:54 | 05:06 |
 | Arcane Blink | 2 | 2.27% | 46.0 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 49:25 | 46:36 | 46:36 | 52:13 | 52:13 | 52:13 | 05:37 | 04:09 |
 | Veil of Discord | 2 | 2.27% | 44.0 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 13:23 | 08:19 | 08:19 | 18:27 | 18:27 | 18:27 | 10:08 | 07:30 |
 | Ring of Basilius | 2 | 2.27% | 42.0 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 12:05 | 05:48 | 05:48 | 18:21 | 18:21 | 18:21 | 12:33 | 09:17 |
 | Dagon (level 2) | 11 | 12.50% | 40.0 | 45.45% | -5.20% | +21.22% | -45.45% | -10.10% | 37:14 | 30:13 | 32:14 | 33:54 | 38:50 | 52:50 | 06:36 | 04:53 |
 | Aghanim's Shard | 5 | 5.68% | 38.0 | 60.00% | +10.60% | +40.00% | -60.00% | 0.00% | 48:06 | 40:03 | 40:03 | 49:35 | 49:55 | 57:36 | 09:52 | 07:18 |
 | Arcane Boots | 5 | 5.68% | 36.0 | 60.00% | +10.60% | +40.00% | -60.00% | 0.00% | 23:59 | 18:25 | 18:25 | 22:59 | 28:08 | 30:28 | 09:43 | 07:11 |
 | Dagon (level 4) | 6 | 6.82% | 34.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 43:47 | 33:38 | 38:32 | 40:19 | 48:53 | 55:06 | 10:21 | 07:40 |
 | Dagon (level 3) | 6 | 6.82% | 32.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 42:14 | 31:12 | 36:47 | 38:50 | 47:31 | 52:51 | 10:44 | 07:57 |
 | Ring of Protection | 4 | 4.55% | 30.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 05:44 | 02:09 | 02:09 | 04:07 | 05:12 | 11:29 | 03:03 | 02:15 |
 | Black King Bar | 9 | 10.23% | 28.0 | 33.33% | -18.57% | +66.67% | -33.33% | 0.00% | 34:59 | 23:11 | 27:30 | 32:13 | 36:39 | 57:44 | 09:09 | 06:46 |
 | Lotus Orb | 1 | 1.14% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.14% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:44 | 52:44 | 52:44 | 52:44 | 52:44 | 52:44 | 00:00 | 00:00 |
 | Dagon (level 5) | 5 | 5.68% | 22.0 | 40.00% | -10.60% | +60.00% | -40.00% | 0.00% | 46:41 | 39:52 | 39:52 | 46:17 | 49:54 | 55:06 | 10:02 | 07:25 |
 | Shiva's Guard | 6 | 6.82% | 20.0 | 33.33% | -17.89% | -33.33% | -33.33% | 0.00% | 34:40 | 30:45 | 30:50 | 31:06 | 37:38 | 42:08 | 06:48 | 05:02 |
 | Revenant's Brooch | 2 | 2.27% | 18.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 52:27 | 47:41 | 47:41 | 57:13 | 57:13 | 57:13 | 09:32 | 07:03 |
 | Scythe of Vyse | 2 | 2.27% | 16.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 44:24 | 41:33 | 41:33 | 47:14 | 47:14 | 47:14 | 05:41 | 04:12 |
 | Spirit Vessel | 3 | 3.41% | 14.0 | 33.33% | -17.26% | -33.33% | 0.00% | 0.00% | 13:07 | 11:23 | 11:23 | 12:21 | 15:36 | 15:36 | 04:13 | 03:07 |
 | Urn of Shadows | 3 | 3.41% | 12.0 | 33.33% | -17.26% | +66.67% | 0.00% | 0.00% | 08:09 | 05:58 | 05:58 | 07:00 | 11:30 | 11:30 | 05:32 | 04:05 |
 | Blight Stone | 1 | 1.14% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.14% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 42:06 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.14% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 2.27% | 4.0 | 0.00% | -51.16% | 0.00% | 0.00% | 0.00% | 53:25 | 45:12 | 45:12 | 1:01:37 | 1:01:37 | 1:01:37 | 16:25 | 12:09 |
 | Desolator | 1 | 1.14% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 28:37 | 00:00 | 00:00 |