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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 Shard | 11 | 37.93% | 100.0 | 63.64% | +46.97% | +3.03% | +3.03% | 0.00% | 27:17 | 18:12 | 19:21 | 25:31 | 33:03 | 46:44 | 13:42 | 10:08 |
 | Bracer | 4 | 13.79% | 98.5 | 75.00% | +47.00% | +25.00% | +25.00% | 0.00% | 05:32 | 02:06 | 02:06 | 02:14 | 03:57 | 13:51 | 01:51 | 01:22 |
 | Boots of Travel 2 | 4 | 13.79% | 97.0 | 75.00% | +47.00% | +25.00% | +25.00% | 0.00% | 46:58 | 34:42 | 34:42 | 41:34 | 48:57 | 1:02:38 | 14:15 | 10:33 |
 | Veil of Discord | 2 | 6.90% | 95.5 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 13:55 | 11:07 | 11:07 | 16:42 | 16:42 | 16:42 | 05:35 | 04:08 |
 | Ring of Basilius | 2 | 6.90% | 93.9 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 03:37 | 02:52 | 02:52 | 04:21 | 04:21 | 04:21 | 01:29 | 01:05 |
 | Blink Dagger | 28 | 96.55% | 92.4 | 35.71% | +35.71% | -7.14% | -7.14% | 0.00% | 12:46 | 08:50 | 10:55 | 12:28 | 14:00 | 22:11 | 03:05 | 02:17 |
 | Boots of Speed | 29 | 100.00% | 90.9 | 34.48% | +34.48% | +8.38% | -5.91% | -3.63% | 05:15 | 01:38 | 03:16 | 04:24 | 07:12 | 09:40 | 03:56 | 02:54 |
 | Magic Wand | 26 | 89.66% | 89.4 | 34.62% | +1.29% | -6.05% | +15.38% | 3.38% | 07:39 | -01:29 | 03:57 | 07:36 | 10:17 | 25:36 | 06:20 | 04:41 |
 | Crown | 5 | 17.24% | 87.9 | 60.00% | +30.83% | +40.00% | +40.00% | 0.00% | 08:56 | 05:00 | 05:00 | 07:55 | 09:44 | 16:16 | 04:44 | 03:30 |
 | Magic Stick | 24 | 82.76% | 86.4 | 33.33% | -6.67% | +33.34% | 0.00% | -5.09% | 05:24 | -01:29 | 00:54 | 05:03 | 07:27 | 16:35 | 06:33 | 04:51 |
 | Ring of Health | 20 | 68.97% | 84.8 | 35.00% | +1.67% | +25.00% | +5.00% | -8.70% | 06:57 | 01:31 | 02:31 | 03:02 | 04:49 | 36:35 | 02:18 | 01:42 |
 | Aghanim's Scepter | 12 | 41.38% | 83.3 | 41.67% | +12.26% | -8.34% | -41.67% | -3.77% | 28:20 | 17:35 | 21:34 | 29:17 | 30:24 | 39:32 | 08:50 | 06:32 |
 | Quelling Blade | 21 | 72.41% | 81.8 | 33.33% | -4.17% | +6.67% | +26.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Void Stone | 17 | 58.62% | 80.3 | 35.29% | +1.96% | -10.29% | -10.29% | 0.00% | 23:16 | 07:37 | 16:37 | 21:07 | 28:20 | 51:40 | 11:43 | 08:40 |
 | Vanguard | 13 | 44.83% | 78.8 | 38.46% | +7.21% | -5.13% | +28.21% | 9.85% | 07:18 | 04:32 | 04:51 | 07:04 | 08:14 | 14:47 | 03:23 | 02:30 |
 | Wind Lace | 14 | 48.28% | 77.3 | 35.71% | +2.38% | -10.71% | -35.71% | -2.11% | 17:24 | 05:42 | 09:27 | 15:16 | 21:19 | 46:10 | 11:52 | 08:47 |
 | Black King Bar | 10 | 34.48% | 75.8 | 40.00% | +8.42% | +26.67% | -40.00% | -6.05% | 32:22 | 23:03 | 25:04 | 32:49 | 36:05 | 40:40 | 11:01 | 08:09 |
 | Arcane Boots | 10 | 34.48% | 74.2 | 40.00% | +8.42% | -6.67% | +10.00% | 3.26% | 12:35 | 04:33 | 06:44 | 09:55 | 11:51 | 41:38 | 05:07 | 03:47 |
 | Sange | 3 | 10.34% | 72.7 | 66.67% | +35.90% | -66.67% | 0.00% | 0.00% | 32:23 | 21:19 | 21:19 | 31:13 | 44:36 | 44:36 | 23:17 | 17:14 |
 | Boots of Travel | 12 | 41.38% | 71.2 | 33.33% | -1.96% | 0.00% | -33.33% | -2.98% | 38:51 | 29:36 | 30:42 | 40:06 | 41:53 | 50:40 | 11:11 | 08:17 |
 | Aeon Disk | 4 | 13.79% | 69.7 | 50.00% | +18.00% | +50.00% | -50.00% | -8.39% | 42:38 | 32:44 | 32:44 | 43:15 | 44:39 | 49:54 | 11:55 | 08:49 |
 | Eul's Scepter of Divinity | 9 | 31.03% | 68.2 | 33.33% | -1.67% | +16.67% | -33.33% | -3.89% | 26:35 | 17:15 | 18:34 | 23:42 | 31:25 | 46:21 | 12:51 | 09:31 |
 | Ring of Protection | 9 | 31.03% | 66.7 | 33.33% | -1.67% | -33.33% | +16.67% | 11.49% | 02:29 | -01:29 | -01:29 | -01:28 | 05:50 | 13:15 | 07:19 | 05:25 |
 | Spirit Vessel | 1 | 3.45% | 65.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 16:36 | 00:00 | 00:00 |
 | Wraith Band | 1 | 3.45% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.45% | 62.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Headdress | 8 | 27.59% | 60.6 | 25.00% | -13.10% | +25.00% | -25.00% | -6.01% | 18:29 | 08:00 | 13:40 | 20:52 | 21:59 | 23:04 | 08:19 | 06:09 |
 | Ethereal Blade | 2 | 6.90% | 59.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 34:36 | 31:52 | 31:52 | 37:19 | 37:19 | 37:19 | 05:27 | 04:02 |
 | Hood of Defiance | 2 | 6.90% | 57.6 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 13:16 | 07:55 | 07:55 | 18:36 | 18:36 | 18:36 | 10:41 | 07:54 |
 | Aether Lens | 2 | 6.90% | 56.1 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 26:03 | 26:00 | 26:00 | 26:05 | 26:05 | 26:05 | 00:05 | 00:03 |
 | Guardian Greaves | 2 | 6.90% | 54.5 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 18:36 | 16:13 | 16:13 | 20:59 | 20:59 | 20:59 | 04:46 | 03:31 |
 | Aghanim's Blessing | 2 | 6.90% | 53.0 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 46:57 | 39:26 | 39:26 | 54:28 | 54:28 | 54:28 | 15:02 | 11:08 |
 | Lotus Orb | 2 | 6.90% | 51.5 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 31:12 | 25:03 | 25:03 | 37:20 | 37:20 | 37:20 | 12:17 | 09:05 |
 | Buckler | 2 | 6.90% | 50.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 15:19 | 13:37 | 13:37 | 17:00 | 17:00 | 17:00 | 03:23 | 02:30 |
 | Urn of Shadows | 2 | 6.90% | 48.5 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 05:01 | 02:58 | 02:58 | 07:04 | 07:04 | 07:04 | 04:06 | 03:02 |
 | Ghost Scepter | 2 | 6.90% | 47.0 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 34:15 | 31:12 | 31:12 | 37:18 | 37:18 | 37:18 | 06:06 | 04:31 |
 | Crimson Guard | 3 | 10.34% | 45.5 | 33.33% | -1.29% | -33.33% | 0.00% | 0.00% | 17:36 | 16:23 | 16:23 | 17:55 | 18:29 | 18:29 | 02:06 | 01:33 |
 | Meteor Hammer | 3 | 10.34% | 43.9 | 33.33% | -1.29% | -33.33% | 0.00% | 0.00% | 08:41 | 07:49 | 07:49 | 08:52 | 09:23 | 09:23 | 01:34 | 01:09 |
 | Octarine Core | 3 | 10.34% | 42.4 | 33.33% | -1.29% | -33.33% | 0.00% | 0.00% | 37:33 | 29:09 | 29:09 | 31:41 | 51:49 | 51:49 | 22:40 | 16:47 |
 | Chainmail | 3 | 10.34% | 40.9 | 33.33% | -1.29% | +66.67% | 0.00% | 0.00% | 15:17 | 10:02 | 10:02 | 13:12 | 22:37 | 22:37 | 12:35 | 09:19 |
 | Soul Ring | 3 | 10.34% | 39.4 | 33.33% | -1.29% | +66.67% | 0.00% | 0.00% | 11:32 | 10:09 | 10:09 | 12:04 | 12:24 | 12:24 | 02:15 | 01:40 |
 | Overwhelming Blink | 3 | 10.34% | 37.9 | 33.33% | -1.29% | -33.33% | 0.00% | 0.00% | 45:05 | 36:22 | 36:22 | 39:57 | 58:56 | 58:56 | 22:34 | 16:42 |
 | Mekansm | 3 | 10.34% | 36.4 | 33.33% | -1.29% | +66.67% | 0.00% | 0.00% | 17:09 | 12:20 | 12:20 | 16:11 | 22:56 | 22:56 | 10:36 | 07:51 |
 | Kaya | 4 | 13.79% | 34.8 | 25.00% | -11.00% | -25.00% | -25.00% | 0.00% | 30:13 | 17:07 | 17:07 | 17:58 | 37:18 | 48:29 | 20:11 | 14:57 |
 | Fluffy Hat | 4 | 13.79% | 33.3 | 25.00% | -11.00% | -25.00% | -25.00% | 0.00% | 16:09 | 14:08 | 14:08 | 16:15 | 16:42 | 17:29 | 02:34 | 01:54 |
 | Force Staff | 4 | 13.79% | 31.8 | 25.00% | -11.00% | -25.00% | -25.00% | 0.00% | 17:28 | 16:15 | 16:15 | 16:15 | 17:49 | 19:32 | 01:34 | 01:09 |
 | Helm of Iron Will | 4 | 13.79% | 30.3 | 25.00% | -11.00% | -25.00% | -25.00% | 0.00% | 22:24 | 15:25 | 15:25 | 16:25 | 17:04 | 40:41 | 01:39 | 01:13 |
 | Pipe of Insight | 5 | 17.24% | 28.8 | 20.00% | -17.50% | -20.00% | -20.00% | 0.00% | 23:21 | 17:39 | 17:39 | 24:58 | 25:31 | 26:09 | 07:52 | 05:49 |
 | Kaya and Sange | 1 | 3.45% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 |
 | Diadem | 1 | 3.45% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.45% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:02 | 10:02 | 10:02 | 10:02 | 10:02 | 10:02 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 3.45% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.45% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Tranquil Boots | 3 | 10.34% | 19.7 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 06:38 | 05:55 | 05:55 | 06:14 | 07:45 | 07:45 | 01:50 | 01:21 |
 | Dagon (level 5) | 1 | 3.45% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 3.45% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 3.45% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Bottle | 4 | 13.79% | 13.6 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 01:30 | 01:19 | 01:19 | 01:30 | 01:32 | 01:38 | 00:13 | 00:09 |
 | Linken's Sphere | 1 | 3.45% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 26:23 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 6.90% | 10.6 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 38:27 | 31:15 | 31:15 | 45:39 | 45:39 | 45:39 | 14:24 | 10:40 |
 | Heart of Tarrasque | 1 | 3.45% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Dagon | 1 | 3.45% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.45% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.45% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 00:00 | 00:00 |
 | Null Talisman | 1 | 3.45% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 00:00 | 00:00 |
 | Cornucopia | 1 | 3.45% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |