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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 | |
 | Octarine Core | 33 | 44.59% | 100.0 | 66.67% | +32.52% | +8.33% | +8.33% | 0.00% | 33:47 | 20:49 | 29:15 | 33:06 | 35:48 | 1:02:17 | 06:33 | 04:51 |
 | Void Stone | 51 | 68.92% | 97.5 | 58.82% | +32.73% | +2.72% | +10.41% | 0.89% | 27:40 | 13:28 | 23:01 | 26:35 | 31:39 | 47:34 | 08:38 | 06:23 |
 | Aether Lens | 50 | 67.57% | 95.0 | 58.00% | +28.83% | +11.23% | +8.67% | -0.32% | 28:05 | 13:28 | 23:32 | 27:28 | 31:39 | 47:44 | 08:07 | 06:00 |
 | Blink Dagger | 70 | 94.59% | 92.5 | 51.43% | +51.43% | +4.13% | -10.25% | -3.63% | 22:56 | 13:26 | 20:51 | 22:14 | 24:49 | 47:50 | 03:58 | 02:56 |
 | Refresher Orb | 11 | 14.86% | 90.0 | 72.73% | +28.29% | -6.06% | -6.06% | 0.00% | 45:46 | 35:22 | 37:47 | 48:31 | 51:38 | 57:17 | 13:51 | 10:15 |
 | Black King Bar | 66 | 89.19% | 87.5 | 51.52% | +26.52% | +24.95% | -1.52% | -9.68% | 19:13 | 14:19 | 17:06 | 18:08 | 19:50 | 38:20 | 02:44 | 02:01 |
 | Force Staff | 25 | 33.78% | 85.0 | 60.00% | +17.14% | +6.67% | -26.67% | -3.73% | 28:22 | 17:27 | 22:47 | 27:50 | 31:43 | 43:37 | 08:56 | 06:37 |
 | Wind Lace | 63 | 85.14% | 82.5 | 50.79% | +14.43% | +17.96% | -19.54% | -7.92% | 06:36 | 02:18 | 04:36 | 05:20 | 09:20 | 17:25 | 04:44 | 03:30 |
 | Boots of Speed | 74 | 100.00% | 80.0 | 48.65% | +48.65% | +9.24% | -4.21% | -13.45% | 03:07 | -01:29 | 02:49 | 03:09 | 03:41 | 06:30 | 00:52 | 00:38 |
 | Fluffy Hat | 26 | 35.14% | 77.5 | 57.69% | +13.94% | -0.55% | -24.36% | -2.14% | 27:17 | 17:09 | 20:34 | 27:46 | 31:42 | 43:37 | 11:08 | 08:14 |
 | Ring of Health | 10 | 13.51% | 75.0 | 70.00% | +24.69% | -3.33% | -20.00% | -1.22% | 46:20 | 33:51 | 38:32 | 48:29 | 52:12 | 57:16 | 13:40 | 10:07 |
 | Magic Wand | 69 | 93.24% | 72.5 | 46.38% | -33.62% | +6.56% | +12.44% | 1.31% | 07:24 | -01:29 | 05:06 | 05:57 | 09:36 | 24:28 | 04:30 | 03:20 |
 | Boots of Travel | 60 | 81.08% | 70.0 | 46.67% | -10.47% | 0.00% | 0.00% | 0.00% | 36:29 | 16:50 | 32:13 | 36:37 | 40:54 | 1:02:23 | 08:41 | 06:25 |
 | Magic Stick | 69 | 93.24% | 67.5 | 44.93% | -55.07% | -3.75% | -3.75% | 0.00% | 04:51 | -01:29 | 03:06 | 04:23 | 05:46 | 12:44 | 02:40 | 01:58 |
 | Null Talisman | 13 | 17.57% | 65.0 | 61.54% | +15.64% | +38.46% | +5.13% | -33.33% | 02:42 | 01:28 | 01:47 | 02:03 | 02:44 | 05:27 | 00:57 | 00:42 |
 | Bottle | 61 | 82.43% | 62.5 | 44.26% | -24.97% | +9.07% | -10.93% | -20.00% | 01:41 | 00:16 | 01:15 | 01:22 | 01:36 | 17:56 | 00:21 | 00:15 |
 | Scythe of Vyse | 3 | 4.05% | 60.0 | 100.00% | +53.52% | 0.00% | 0.00% | 0.00% | 33:38 | 31:47 | 31:47 | 33:04 | 36:02 | 36:02 | 04:15 | 03:08 |
 | Aghanim's Shard | 16 | 21.62% | 57.5 | 56.25% | +9.70% | +43.75% | +18.75% | -5.51% | 30:54 | 18:45 | 25:23 | 27:49 | 29:55 | 1:05:37 | 04:32 | 03:21 |
 | Witch Blade | 16 | 21.62% | 55.0 | 56.25% | +9.70% | -31.25% | +18.75% | 15.00% | 27:32 | 20:09 | 23:23 | 25:10 | 26:43 | 46:47 | 03:20 | 02:28 |
 | Quelling Blade | 7 | 9.46% | 52.5 | 71.43% | +25.16% | -21.43% | -21.43% | 0.00% | 02:40 | -01:29 | -01:29 | -01:29 | -01:29 | 19:17 | 00:00 | 00:00 |
 | Boots of Bearing | 7 | 9.46% | 50.0 | 71.43% | +25.16% | +28.57% | -21.43% | 0.00% | 28:56 | 21:34 | 23:04 | 28:01 | 31:13 | 36:57 | 08:09 | 06:02 |
 | Chainmail | 17 | 22.97% | 47.5 | 52.94% | +5.57% | -27.94% | +22.06% | 11.86% | 26:23 | 13:39 | 22:30 | 25:01 | 26:43 | 46:46 | 04:13 | 03:07 |
 | Tranquil Boots | 10 | 13.51% | 45.0 | 60.00% | +13.12% | +6.67% | +40.00% | 16.39% | 06:28 | 04:55 | 05:13 | 06:23 | 07:15 | 08:34 | 02:02 | 01:30 |
 | Drum of Endurance | 8 | 10.81% | 42.5 | 62.50% | +15.53% | -12.50% | +37.50% | 0.00% | 11:03 | 09:26 | 09:31 | 10:00 | 12:04 | 12:58 | 02:33 | 01:53 |
 | Boots of Travel 2 | 4 | 5.41% | 40.0 | 75.00% | +27.86% | +25.00% | -75.00% | 0.00% | 45:51 | 29:46 | 29:46 | 44:40 | 44:52 | 1:04:05 | 15:06 | 11:11 |
 | Eul's Scepter of Divinity | 5 | 6.76% | 37.5 | 60.00% | +12.17% | +40.00% | +40.00% | 0.00% | 37:02 | 20:45 | 20:45 | 38:35 | 39:21 | 55:44 | 18:36 | 13:46 |
 | Hurricane Pike | 4 | 5.41% | 35.0 | 50.00% | +1.43% | +50.00% | +50.00% | 0.00% | 41:56 | 32:33 | 32:33 | 38:45 | 40:09 | 56:16 | 07:36 | 05:37 |
 | Dragon Lance | 4 | 5.41% | 32.5 | 50.00% | +1.43% | +50.00% | +50.00% | 0.00% | 40:16 | 31:53 | 31:53 | 35:23 | 38:45 | 55:01 | 06:52 | 05:05 |
 | Wind Waker | 1 | 1.35% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 56:01 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.35% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 00:00 | 00:00 |
 | Desolator | 1 | 1.35% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 2.70% | 22.5 | 50.00% | +1.39% | -50.00% | 0.00% | 0.00% | 1:01:44 | 57:45 | 57:45 | 1:05:43 | 1:05:43 | 1:05:43 | 07:58 | 05:54 |
 | Arcane Blink | 2 | 2.70% | 20.0 | 50.00% | +1.39% | -50.00% | 0.00% | 0.00% | 60:25 | 51:30 | 51:30 | 1:09:20 | 1:09:20 | 1:09:20 | 17:50 | 13:12 |
 | Arcane Boots | 1 | 1.35% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Buckler | 1 | 1.35% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.35% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 14:50 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.35% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 13:39 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.35% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Headdress | 1 | 1.35% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 00:00 | 00:00 |
 | Aeon Disk | 3 | 4.05% | 2.5 | 0.00% | -50.70% | 0.00% | 0.00% | 0.00% | 44:09 | 42:35 | 42:35 | 43:14 | 46:37 | 46:37 | 04:02 | 02:59 |