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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 | |
 | Aghanim's Scepter | 14 | 36.84% | 100.0 | 71.43% | +25.60% | +3.57% | -38.10% | -4.22% | 22:26 | 16:20 | 17:45 | 19:43 | 27:37 | 34:56 | 09:52 | 07:18 |
 | Wraith Band | 32 | 84.21% | 98.4 | 59.38% | +26.05% | +28.12% | -9.38% | -37.50% | 02:28 | 00:45 | 02:01 | 02:18 | 02:42 | 05:33 | 00:41 | 00:30 |
 | Boots of Speed | 38 | 100.00% | 96.7 | 55.26% | +55.26% | -15.26% | +11.41% | 10.19% | 04:48 | 01:50 | 03:14 | 04:42 | 05:51 | 08:46 | 02:37 | 01:56 |
 | Fluffy Hat | 26 | 68.42% | 95.1 | 57.69% | +7.69% | +13.74% | +25.64% | 0.94% | 17:46 | 01:25 | 11:46 | 18:28 | 24:24 | 34:24 | 12:38 | 09:21 |
 | Force Staff | 26 | 68.42% | 93.4 | 57.69% | +7.69% | +28.02% | +8.98% | -2.23% | 21:43 | 10:09 | 16:49 | 22:41 | 25:22 | 35:13 | 08:33 | 06:20 |
 | Magic Stick | 33 | 86.84% | 91.8 | 54.55% | -5.45% | -17.05% | +32.95% | 12.24% | 05:29 | -01:29 | 02:56 | 05:29 | 07:01 | 19:34 | 04:05 | 03:01 |
 | Magic Wand | 32 | 84.21% | 90.2 | 53.13% | -13.54% | -15.63% | +21.87% | 12.43% | 07:10 | 02:48 | 05:02 | 06:57 | 08:03 | 19:55 | 03:01 | 02:14 |
 | Power Treads | 23 | 60.53% | 88.5 | 56.52% | +3.19% | -39.85% | +26.81% | 38.83% | 08:42 | 06:20 | 07:15 | 08:07 | 08:58 | 18:14 | 01:43 | 01:16 |
 | Hurricane Pike | 21 | 55.26% | 86.9 | 57.14% | +4.20% | +22.86% | +22.86% | 0.00% | 23:33 | 16:18 | 17:22 | 23:20 | 27:37 | 35:47 | 10:15 | 07:35 |
 | Aghanim's Shard | 19 | 50.00% | 85.2 | 57.89% | +5.26% | +22.11% | -17.89% | -1.75% | 39:39 | 18:38 | 27:25 | 37:14 | 50:17 | 1:10:53 | 22:52 | 16:56 |
 | Dragon Lance | 26 | 68.42% | 83.6 | 53.85% | -4.48% | -10.99% | +12.82% | 5.71% | 15:13 | 07:41 | 11:55 | 12:49 | 16:05 | 33:51 | 04:10 | 03:05 |
 | Ring of Protection | 13 | 34.21% | 82.0 | 61.54% | +9.54% | +5.13% | +38.46% | 1.14% | 19:10 | 02:38 | 04:08 | 14:29 | 33:27 | 41:11 | 29:19 | 21:42 |
 | Blink Dagger | 5 | 13.16% | 80.3 | 80.00% | +28.48% | +20.00% | +20.00% | 0.00% | 29:24 | 24:59 | 24:59 | 31:07 | 31:52 | 33:40 | 06:53 | 05:05 |
 | Assault Cuirass | 5 | 13.16% | 78.7 | 80.00% | +28.48% | -80.00% | +20.00% | 11.45% | 41:08 | 33:44 | 33:44 | 41:12 | 42:28 | 47:57 | 08:44 | 06:28 |
 | Boots of Travel | 5 | 13.16% | 77.0 | 80.00% | +28.48% | +20.00% | +20.00% | 0.00% | 28:49 | 19:43 | 19:43 | 31:06 | 31:30 | 37:17 | 11:47 | 08:43 |
 | Buckler | 10 | 26.32% | 75.4 | 60.00% | +6.43% | +40.00% | +40.00% | 0.00% | 24:06 | 10:35 | 13:28 | 16:52 | 39:53 | 41:12 | 26:25 | 19:34 |
 | Black King Bar | 23 | 60.53% | 73.8 | 43.48% | -29.85% | -10.15% | -10.15% | 0.00% | 26:07 | 16:28 | 21:42 | 25:30 | 26:43 | 44:13 | 05:01 | 03:42 |
 | Chainmail | 9 | 23.68% | 72.1 | 55.56% | +0.39% | +44.44% | -5.56% | -7.01% | 18:53 | 03:48 | 08:08 | 10:26 | 15:16 | 49:07 | 07:08 | 05:17 |
 | Bloodstone | 4 | 10.53% | 70.5 | 75.00% | +22.06% | +25.00% | -75.00% | 0.00% | 32:35 | 27:04 | 27:04 | 29:47 | 30:53 | 42:35 | 03:49 | 02:49 |
 | Heart of Tarrasque | 2 | 5.26% | 68.9 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 45:57 | 45:38 | 45:38 | 46:15 | 46:15 | 46:15 | 00:37 | 00:27 |
 | Yasha | 16 | 42.11% | 67.2 | 43.75% | -19.89% | +6.25% | -18.75% | -2.45% | 26:18 | 14:41 | 20:50 | 22:31 | 31:02 | 45:50 | 10:12 | 07:33 |
 | Ring of Health | 7 | 18.42% | 65.6 | 57.14% | +2.30% | -7.14% | -7.14% | 0.00% | 33:41 | 17:31 | 19:46 | 28:12 | 43:20 | 58:28 | 23:34 | 17:27 |
 | Eye of Skadi | 7 | 18.42% | 63.9 | 57.14% | +2.30% | +42.86% | -7.14% | -11.07% | 36:28 | 31:45 | 32:43 | 36:57 | 37:14 | 44:13 | 04:31 | 03:20 |
 | Bottle | 10 | 26.32% | 62.3 | 50.00% | -7.14% | +16.67% | -50.00% | -66.67% | 01:36 | 01:12 | 01:20 | 01:31 | 01:54 | 02:02 | 00:34 | 00:25 |
 | Quelling Blade | 5 | 13.16% | 60.7 | 60.00% | +5.45% | -60.00% | -60.00% | 0.00% | 03:26 | -01:29 | -01:29 | -01:29 | 07:34 | 14:04 | 09:03 | 06:42 |
 | Manta Style | 12 | 31.58% | 59.0 | 41.67% | -19.87% | -8.34% | -8.34% | 0.00% | 28:44 | 19:26 | 23:00 | 24:29 | 32:40 | 47:28 | 09:40 | 07:09 |
 | Wind Lace | 9 | 23.68% | 57.4 | 44.44% | -14.18% | +5.56% | +5.56% | 0.00% | 14:16 | 03:57 | 05:45 | 10:24 | 12:07 | 54:57 | 06:22 | 04:42 |
 | Guardian Greaves | 6 | 15.79% | 55.7 | 50.00% | -6.25% | +50.00% | -50.00% | -43.48% | 16:37 | 14:07 | 15:33 | 15:40 | 17:51 | 20:37 | 02:18 | 01:42 |
 | Arcane Boots | 6 | 15.79% | 54.1 | 50.00% | -6.25% | 0.00% | -50.00% | -25.42% | 08:02 | 05:26 | 06:29 | 06:38 | 08:27 | 13:16 | 01:58 | 01:27 |
 | Mekansm | 6 | 15.79% | 52.5 | 50.00% | -6.25% | 0.00% | -50.00% | -23.26% | 12:09 | 10:06 | 11:01 | 11:16 | 13:10 | 15:37 | 02:09 | 01:35 |
 | Headdress | 6 | 15.79% | 50.8 | 50.00% | -6.25% | 0.00% | -50.00% | -25.64% | 08:13 | 06:22 | 07:06 | 07:36 | 09:03 | 10:21 | 01:57 | 01:26 |
 | Shiva's Guard | 3 | 7.89% | 49.2 | 66.67% | +12.38% | -66.67% | 0.00% | 0.00% | 40:20 | 39:32 | 39:32 | 40:14 | 41:14 | 41:14 | 01:42 | 01:15 |
 | Linken's Sphere | 3 | 7.89% | 47.5 | 66.67% | +12.38% | -66.67% | 0.00% | 0.00% | 40:22 | 32:02 | 32:02 | 44:04 | 44:59 | 44:59 | 12:57 | 09:35 |
 | Urn of Shadows | 3 | 7.89% | 45.9 | 66.67% | +12.38% | +33.33% | 0.00% | 0.00% | 04:46 | 03:27 | 03:27 | 05:13 | 05:37 | 05:37 | 02:10 | 01:36 |
 | Hood of Defiance | 3 | 7.89% | 44.3 | 66.67% | +12.38% | +33.33% | 0.00% | 0.00% | 20:55 | 17:50 | 17:50 | 19:46 | 25:10 | 25:10 | 07:20 | 05:25 |
 | Void Stone | 7 | 18.42% | 42.6 | 42.86% | -15.20% | -42.86% | -42.86% | 0.00% | 40:57 | 26:17 | 34:05 | 43:20 | 43:55 | 58:28 | 09:50 | 07:17 |
 | Sange | 4 | 10.53% | 41.0 | 50.00% | -5.88% | -50.00% | -50.00% | 0.00% | 31:59 | 25:44 | 25:44 | 27:05 | 28:43 | 46:22 | 02:59 | 02:12 |
 | Aghanim's Blessing | 4 | 10.53% | 39.3 | 50.00% | -5.88% | +50.00% | -50.00% | 0.00% | 48:42 | 45:31 | 45:31 | 48:19 | 48:57 | 52:01 | 03:26 | 02:32 |
 | Heaven's Halberd | 4 | 10.53% | 37.7 | 50.00% | -5.88% | -50.00% | -50.00% | 0.00% | 35:40 | 28:22 | 28:22 | 30:03 | 30:18 | 53:58 | 01:56 | 01:25 |
 | Blade Mail | 1 | 2.63% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.63% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 00:00 | 00:00 |
 | Javelin | 1 | 2.63% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.63% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.63% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.63% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:41 | 44:41 | 44:41 | 44:41 | 44:41 | 44:41 | 00:00 | 00:00 |
 | Witch Blade | 2 | 5.26% | 26.2 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 49:01 | 48:55 | 48:55 | 49:07 | 49:07 | 49:07 | 00:12 | 00:08 |
 | Spirit Vessel | 2 | 5.26% | 24.6 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 13:23 | 10:55 | 10:55 | 15:51 | 15:51 | 15:51 | 04:56 | 03:39 |
 | Revenant's Brooch | 2 | 5.26% | 23.0 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 52:39 | 51:33 | 51:33 | 53:44 | 53:44 | 53:44 | 02:11 | 01:37 |
 | Ghost Scepter | 2 | 5.26% | 21.3 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 35:00 | 32:13 | 32:13 | 37:46 | 37:46 | 37:46 | 05:33 | 04:06 |
 | Boots of Travel 2 | 3 | 7.89% | 19.7 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 57:40 | 55:06 | 55:06 | 56:16 | 1:01:38 | 1:01:38 | 06:32 | 04:50 |
 | Scythe of Vyse | 3 | 7.89% | 18.0 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 38:16 | 34:11 | 34:11 | 36:34 | 44:04 | 44:04 | 09:53 | 07:19 |
 | Morbid Mask | 1 | 2.63% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 30:26 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.63% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.63% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 52:07 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.63% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:51 | 53:51 | 53:51 | 53:51 | 53:51 | 53:51 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.63% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.63% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.63% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.63% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:31 | 54:31 | 54:31 | 54:31 | 54:31 | 54:31 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.63% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.63% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 00:00 | 00:00 |