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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 | |
 | Kaya and Sange | 14 | 34.15% | 100.0 | 85.71% | +30.15% | +14.29% | -52.38% | -4.98% | 26:13 | 16:19 | 18:37 | 25:46 | 32:01 | 37:11 | 13:24 | 09:55 |
 | Kaya | 14 | 34.15% | 98.0 | 85.71% | +30.15% | +14.29% | -19.04% | -2.61% | 25:25 | 16:03 | 18:04 | 25:46 | 30:51 | 33:08 | 12:47 | 09:28 |
 | Wind Waker | 5 | 12.20% | 96.1 | 100.00% | +38.89% | 0.00% | 0.00% | 0.00% | 58:15 | 33:32 | 33:32 | 59:59 | 1:11:32 | 1:22:34 | 38:00 | 28:08 |
 | Black King Bar | 27 | 65.85% | 94.1 | 70.37% | +13.23% | +1.06% | +1.06% | 0.00% | 25:18 | 18:52 | 20:29 | 24:07 | 26:03 | 44:06 | 05:34 | 04:07 |
 | Boots of Speed | 41 | 100.00% | 92.2 | 65.85% | +65.85% | -15.85% | +14.15% | 13.95% | 05:19 | 02:12 | 04:15 | 05:30 | 06:24 | 08:00 | 02:09 | 01:35 |
 | Shiva's Guard | 16 | 39.02% | 90.2 | 75.00% | +15.00% | 0.00% | 0.00% | 0.00% | 34:51 | 29:37 | 31:46 | 33:50 | 37:16 | 41:53 | 05:30 | 04:04 |
 | Sange | 23 | 56.10% | 88.2 | 69.57% | +8.46% | +13.76% | -19.57% | -3.59% | 24:30 | 12:56 | 19:13 | 23:23 | 28:30 | 45:09 | 09:17 | 06:52 |
 | Magic Stick | 39 | 95.12% | 86.3 | 64.10% | -35.90% | +5.90% | -14.10% | -7.41% | 03:37 | -01:29 | 02:13 | 03:39 | 04:55 | 11:35 | 02:42 | 02:00 |
 | Magic Wand | 38 | 92.68% | 84.3 | 63.16% | -36.84% | +26.84% | +3.51% | -6.45% | 06:14 | 00:46 | 04:08 | 05:42 | 07:45 | 12:06 | 03:37 | 02:40 |
 | Wind Lace | 34 | 82.93% | 82.4 | 61.76% | -23.95% | +16.02% | +0.74% | -4.13% | 09:12 | 03:26 | 07:10 | 08:40 | 10:52 | 17:22 | 03:42 | 02:44 |
 | Null Talisman | 36 | 87.80% | 80.4 | 61.11% | -38.89% | -16.67% | +5.56% | 15.51% | 03:57 | 00:24 | 02:54 | 03:32 | 04:20 | 07:54 | 01:26 | 01:03 |
 | Eul's Scepter of Divinity | 32 | 78.05% | 78.4 | 59.38% | -29.51% | -9.38% | +15.62% | 6.20% | 16:51 | 09:38 | 12:18 | 14:45 | 16:20 | 1:22:32 | 04:02 | 02:59 |
 | Void Stone | 32 | 78.05% | 76.5 | 59.38% | -29.51% | +15.62% | +3.12% | -2.84% | 13:38 | 05:32 | 09:39 | 11:39 | 14:03 | 1:09:06 | 04:24 | 03:15 |
 | Chainmail | 11 | 26.83% | 74.5 | 72.73% | +9.40% | -6.06% | +27.27% | 14.70% | 07:26 | 05:31 | 05:52 | 06:42 | 08:08 | 12:12 | 02:16 | 01:40 |
 | Phase Boots | 11 | 26.83% | 72.5 | 72.73% | +9.40% | -6.06% | +27.27% | 19.42% | 08:43 | 07:02 | 07:10 | 08:19 | 08:53 | 14:13 | 01:43 | 01:16 |
 | Bottle | 25 | 60.98% | 70.6 | 60.00% | -15.00% | -10.00% | +23.33% | 33.33% | 01:47 | 01:14 | 01:25 | 01:42 | 01:55 | 03:53 | 00:30 | 00:22 |
 | Aeon Disk | 8 | 19.51% | 68.6 | 75.00% | +11.36% | -25.00% | +25.00% | 4.21% | 39:33 | 24:38 | 32:10 | 37:19 | 44:03 | 51:33 | 11:53 | 08:48 |
 | Ring of Health | 14 | 34.15% | 66.7 | 64.29% | -2.38% | +10.71% | +35.71% | 0.96% | 22:49 | 08:58 | 09:41 | 10:56 | 35:50 | 1:05:18 | 26:09 | 19:22 |
 | Refresher Orb | 3 | 7.32% | 64.7 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 1:03:14 | 55:08 | 55:08 | 1:05:19 | 1:09:16 | 1:09:16 | 14:08 | 10:28 |
 | Blink Dagger | 7 | 17.07% | 62.7 | 71.43% | +6.72% | -71.43% | +28.57% | 27.65% | 32:15 | 22:33 | 28:18 | 31:13 | 31:55 | 44:58 | 03:37 | 02:40 |
 | Hood of Defiance | 10 | 24.39% | 60.8 | 60.00% | -7.74% | +40.00% | -10.00% | -19.74% | 10:47 | 09:17 | 09:47 | 09:58 | 12:19 | 13:03 | 02:32 | 01:52 |
 | Ring of Protection | 2 | 4.88% | 58.8 | 100.00% | +35.90% | 0.00% | 0.00% | 0.00% | 13:00 | -01:28 | -01:28 | 27:28 | 27:28 | 27:28 | 28:56 | 21:25 |
 | Overwhelming Blink | 2 | 4.88% | 56.9 | 100.00% | +35.90% | 0.00% | 0.00% | 0.00% | 49:23 | 46:24 | 46:24 | 52:21 | 52:21 | 52:21 | 05:57 | 04:24 |
 | Eternal Shroud | 5 | 12.20% | 54.9 | 60.00% | -6.67% | -60.00% | -60.00% | 0.00% | 23:30 | 17:03 | 17:03 | 24:33 | 24:36 | 27:59 | 07:33 | 05:35 |
 | Aghanim's Shard | 5 | 12.20% | 52.9 | 60.00% | -6.67% | -60.00% | +40.00% | 3.89% | 48:23 | 26:38 | 26:38 | 51:23 | 52:21 | 1:02:06 | 25:43 | 19:02 |
 | Bracer | 5 | 12.20% | 51.0 | 60.00% | -6.67% | +40.00% | -60.00% | -100.00% | 04:16 | 03:49 | 03:49 | 04:06 | 04:33 | 04:50 | 00:44 | 00:32 |
 | Ghost Scepter | 4 | 9.76% | 49.0 | 50.00% | -17.57% | -50.00% | +50.00% | 0.00% | 29:25 | 18:57 | 18:57 | 27:03 | 33:41 | 37:58 | 14:44 | 10:54 |
 | Aghanim's Scepter | 1 | 2.44% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 |
 | Holy Locket | 1 | 2.44% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.44% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.44% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:35:27 | 1:35:27 | 1:35:27 | 1:35:27 | 1:35:27 | 1:35:27 | 00:00 | 00:00 |
 | Buckler | 1 | 2.44% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.44% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.44% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.44% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.44% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.44% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 00:00 | 00:00 |
 | Skull Basher | 1 | 2.44% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:58 | 58:58 | 58:58 | 58:58 | 58:58 | 58:58 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.44% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 |
 | Bloodstone | 1 | 2.44% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 1:07:58 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.44% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 00:00 | 00:00 |
 | Headdress | 1 | 2.44% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.44% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.44% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:48 | 28:48 | 28:48 | 28:48 | 28:48 | 28:48 | 00:00 | 00:00 |
 | Power Treads | 6 | 14.63% | 13.7 | 33.33% | -38.10% | -33.33% | -33.33% | 0.00% | 09:07 | 06:39 | 08:43 | 08:57 | 10:25 | 11:01 | 01:42 | 01:15 |
 | Heaven's Halberd | 6 | 14.63% | 11.8 | 33.33% | -38.10% | -33.33% | -33.33% | 0.00% | 26:50 | 18:44 | 21:52 | 22:44 | 25:21 | 47:59 | 03:29 | 02:34 |
 | Fluffy Hat | 2 | 4.88% | 9.8 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 07:09 | 06:04 | 06:04 | 08:13 | 08:13 | 08:13 | 02:09 | 01:35 |
 | Scythe of Vyse | 2 | 4.88% | 7.8 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 45:25 | 36:36 | 36:36 | 54:14 | 54:14 | 54:14 | 17:38 | 13:03 |
 | Arcane Boots | 1 | 2.44% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 39:58 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.44% | 3.9 | 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 |
 | Falcon Blade | 1 | 2.44% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 00:00 | 00:00 |