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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 | |
 | Bloodstone | 19 | 34.55% | 100.0 | 73.68% | +37.57% | +26.32% | -13.68% | -7.45% | 25:10 | 16:01 | 21:33 | 23:52 | 26:55 | 41:36 | 05:22 | 03:58 |
 | Aether Lens | 4 | 7.27% | 97.9 | 100.00% | +54.90% | 0.00% | 0.00% | 0.00% | 34:25 | 27:00 | 27:00 | 30:31 | 37:23 | 42:47 | 10:23 | 07:41 |
 | Chainmail | 6 | 10.91% | 95.7 | 83.33% | +38.43% | -33.33% | +16.67% | 0.00% | 12:12 | 07:38 | 11:32 | 12:07 | 14:42 | 15:01 | 03:10 | 02:20 |
 | Mekansm | 6 | 10.91% | 93.6 | 83.33% | +38.43% | -33.33% | +16.67% | 0.00% | 14:38 | 11:42 | 12:23 | 13:49 | 16:50 | 18:36 | 04:27 | 03:17 |
 | Null Talisman | 47 | 85.45% | 91.5 | 51.06% | +13.56% | +7.27% | +15.61% | 3.71% | 04:13 | -00:01 | 02:55 | 03:45 | 05:10 | 09:59 | 02:15 | 01:40 |
 | Boots of Speed | 55 | 100.00% | 89.4 | 49.09% | +49.09% | +8.05% | -6.23% | -6.80% | 04:44 | 01:08 | 03:33 | 04:50 | 05:39 | 08:59 | 02:06 | 01:33 |
 | Magic Stick | 46 | 83.64% | 87.2 | 50.00% | +5.56% | +8.33% | +4.55% | -1.40% | 03:48 | -01:29 | 02:15 | 03:19 | 04:57 | 12:28 | 02:42 | 02:00 |
 | Bottle | 44 | 80.00% | 85.1 | 50.00% | +4.55% | +40.91% | -13.64% | -54.55% | 02:03 | 00:16 | 01:21 | 01:44 | 02:01 | 09:34 | 00:40 | 00:29 |
 | Wind Lace | 49 | 89.09% | 83.0 | 48.98% | -1.02% | +9.35% | -7.31% | -4.67% | 09:31 | 02:24 | 06:05 | 07:47 | 09:39 | 26:33 | 03:34 | 02:38 |
 | Kaya | 42 | 76.36% | 80.9 | 50.00% | +3.85% | +13.64% | -10.00% | -3.01% | 20:44 | 09:50 | 17:11 | 19:52 | 25:03 | 30:01 | 07:52 | 05:49 |
 | Magic Wand | 47 | 85.45% | 78.7 | 48.94% | -1.06% | +9.39% | +1.06% | -2.79% | 05:36 | -01:29 | 04:01 | 05:10 | 07:00 | 14:20 | 02:59 | 02:12 |
 | Arcane Boots | 19 | 34.55% | 76.6 | 57.89% | +13.45% | -17.89% | +22.11% | 7.89% | 10:36 | 04:23 | 06:48 | 09:07 | 11:52 | 26:54 | 05:04 | 03:45 |
 | Void Stone | 43 | 78.18% | 74.5 | 48.84% | -1.16% | +14.80% | +5.71% | -3.29% | 13:49 | 07:31 | 11:15 | 12:10 | 14:01 | 42:47 | 02:46 | 02:02 |
 | Eul's Scepter of Divinity | 41 | 74.55% | 72.3 | 48.78% | -1.22% | +1.22% | +11.22% | 3.08% | 14:14 | 09:32 | 11:47 | 13:23 | 15:02 | 26:51 | 03:15 | 02:24 |
 | Octarine Core | 3 | 5.45% | 70.2 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 37:44 | 33:00 | 33:00 | 37:23 | 42:48 | 42:48 | 09:48 | 07:15 |
 | Shiva's Guard | 11 | 20.00% | 68.1 | 63.64% | +18.19% | +36.36% | +3.03% | -4.07% | 34:45 | 25:33 | 30:20 | 37:17 | 38:31 | 40:21 | 08:11 | 06:03 |
 | Headdress | 7 | 12.73% | 66.0 | 71.43% | +25.60% | -21.43% | -21.43% | 0.00% | 12:30 | 08:09 | 08:51 | 12:13 | 13:54 | 16:28 | 05:03 | 03:44 |
 | Guardian Greaves | 5 | 9.09% | 63.8 | 80.00% | +34.00% | -80.00% | +20.00% | 0.00% | 23:00 | 18:11 | 18:11 | 19:21 | 29:24 | 29:38 | 11:13 | 08:18 |
 | Buckler | 5 | 9.09% | 61.7 | 80.00% | +34.00% | -80.00% | +20.00% | 0.00% | 19:14 | 12:31 | 12:31 | 18:42 | 18:56 | 28:22 | 06:25 | 04:45 |
 | Sange | 18 | 32.73% | 59.6 | 50.00% | +1.35% | +30.00% | -25.00% | -7.28% | 23:06 | 12:43 | 19:21 | 22:00 | 26:54 | 33:01 | 07:33 | 05:35 |
 | Black King Bar | 22 | 40.00% | 57.4 | 45.45% | -6.07% | +4.55% | -5.45% | -1.70% | 28:24 | 20:08 | 23:19 | 25:31 | 29:11 | 44:17 | 05:52 | 04:20 |
 | Ring of Protection | 6 | 10.91% | 55.3 | 66.67% | +19.73% | -16.67% | +33.33% | 0.00% | 15:15 | 03:57 | 10:44 | 12:31 | 18:17 | 28:22 | 07:33 | 05:35 |
 | Kaya and Sange | 17 | 30.91% | 53.2 | 47.06% | -2.94% | +2.94% | -22.06% | -2.64% | 25:27 | 13:17 | 20:16 | 25:24 | 29:45 | 33:16 | 09:29 | 07:01 |
 | Blink Dagger | 7 | 12.73% | 51.1 | 57.14% | +9.22% | -7.14% | -57.14% | -4.48% | 31:29 | 19:37 | 23:00 | 32:09 | 34:10 | 48:42 | 11:10 | 08:16 |
 | Aghanim's Shard | 10 | 18.18% | 48.9 | 50.00% | +1.11% | +50.00% | -50.00% | -17.14% | 32:07 | 21:15 | 29:18 | 30:53 | 35:08 | 48:51 | 05:50 | 04:19 |
 | Ring of Health | 22 | 40.00% | 46.8 | 31.82% | -28.79% | +18.18% | -11.82% | -6.00% | 14:26 | 04:08 | 11:04 | 14:50 | 16:04 | 23:39 | 05:00 | 03:42 |
 | Hood of Defiance | 22 | 40.00% | 44.7 | 31.82% | -28.79% | +18.18% | -11.82% | -5.75% | 14:55 | 06:57 | 11:30 | 15:03 | 16:43 | 23:58 | 05:13 | 03:51 |
 | Aeon Disk | 3 | 5.45% | 42.6 | 66.67% | +18.59% | +33.33% | 0.00% | 0.00% | 38:34 | 33:31 | 33:31 | 40:58 | 41:12 | 41:12 | 07:41 | 05:41 |
 | Ghost Scepter | 4 | 7.27% | 40.4 | 50.00% | +0.98% | +50.00% | +50.00% | 0.00% | 20:37 | 16:20 | 16:20 | 19:24 | 22:26 | 24:17 | 06:06 | 04:31 |
 | Aghanim's Scepter | 1 | 1.82% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:16 | 25:16 | 25:16 | 25:16 | 25:16 | 25:16 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.82% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 10:44 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.82% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 47:14 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.82% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 07:38 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.82% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.82% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.82% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 02:57 | 00:00 | 00:00 |
 | Eternal Shroud | 10 | 18.18% | 23.4 | 30.00% | -23.33% | +3.33% | -30.00% | -5.81% | 20:37 | 13:57 | 17:51 | 19:47 | 23:35 | 26:19 | 05:44 | 04:14 |
 | Fluffy Hat | 2 | 3.64% | 21.3 | 50.00% | +0.94% | +50.00% | 0.00% | 0.00% | 05:19 | 03:05 | 03:05 | 07:33 | 07:33 | 07:33 | 04:28 | 03:18 |
 | Bracer | 3 | 5.45% | 19.1 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 06:00 | 04:30 | 04:30 | 06:10 | 07:21 | 07:21 | 02:51 | 02:06 |
 | Pipe of Insight | 1 | 1.82% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.82% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Crown | 1 | 1.82% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 18:53 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.82% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 15:27 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.82% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.82% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.82% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.82% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |