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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 | |
 | Force Staff | 8 | 16.00% | 100.0 | 87.50% | +39.88% | +12.50% | +12.50% | 0.00% | 28:53 | 15:56 | 25:39 | 27:05 | 30:02 | 44:06 | 04:23 | 03:14 |
 | Morbid Mask | 25 | 50.00% | 98.3 | 68.00% | +28.00% | -1.33% | -34.67% | -5.08% | 30:07 | 21:20 | 26:16 | 29:08 | 32:50 | 38:50 | 06:34 | 04:51 |
 | Crown | 33 | 66.00% | 96.6 | 63.64% | +28.35% | -1.14% | -13.64% | -1.69% | 17:46 | 06:30 | 13:03 | 18:05 | 20:28 | 28:15 | 07:25 | 05:29 |
 | Rod of Atos | 32 | 64.00% | 94.8 | 62.50% | +23.61% | +12.50% | 0.00% | -2.14% | 20:03 | 14:07 | 16:21 | 19:24 | 22:12 | 28:45 | 05:51 | 04:20 |
 | Gleipnir | 32 | 64.00% | 93.1 | 62.50% | +23.61% | +12.50% | 0.00% | -2.02% | 20:57 | 15:04 | 17:17 | 20:41 | 23:29 | 33:34 | 06:12 | 04:35 |
 | Satanic | 23 | 46.00% | 91.4 | 65.22% | +20.78% | +18.11% | -31.89% | -9.09% | 32:11 | 25:20 | 29:14 | 31:22 | 34:44 | 39:08 | 05:30 | 04:04 |
 | Crystalys | 18 | 36.00% | 89.7 | 66.67% | +19.79% | -6.67% | +8.33% | 1.96% | 32:48 | 18:53 | 29:52 | 31:46 | 37:31 | 41:54 | 07:39 | 05:40 |
 | Javelin | 46 | 92.00% | 87.9 | 56.52% | +31.52% | +1.81% | -1.97% | -0.96% | 10:57 | 05:50 | 07:58 | 09:07 | 11:55 | 29:38 | 03:57 | 02:55 |
 | Maelstrom | 46 | 92.00% | 86.2 | 56.52% | +31.52% | -23.19% | -11.07% | 3.79% | 13:55 | 09:17 | 11:41 | 12:35 | 14:53 | 29:38 | 03:12 | 02:22 |
 | Assault Cuirass | 26 | 52.00% | 84.5 | 61.54% | +15.71% | -32.97% | +38.46% | 14.93% | 31:03 | 24:06 | 26:55 | 29:25 | 31:42 | 46:33 | 04:47 | 03:32 |
 | Magic Wand | 30 | 60.00% | 82.8 | 60.00% | +15.00% | -10.00% | -2.86% | 1.36% | 05:21 | -01:29 | 02:09 | 03:05 | 07:25 | 17:49 | 05:16 | 03:54 |
 | Black King Bar | 43 | 86.00% | 81.0 | 55.81% | +12.95% | -10.36% | -1.26% | 1.96% | 21:44 | 16:11 | 18:26 | 20:57 | 23:04 | 43:14 | 04:38 | 03:25 |
 | Blight Stone | 41 | 82.00% | 79.3 | 56.10% | +11.66% | +13.90% | +3.90% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 01:28 | 00:00 | 00:00 |
 | Boots of Speed | 50 | 100.00% | 77.6 | 54.00% | +54.00% | +7.54% | +4.33% | -1.83% | 04:02 | 01:52 | 03:07 | 03:54 | 04:52 | 07:35 | 01:45 | 01:17 |
 | Power Treads | 50 | 100.00% | 75.9 | 54.00% | +54.00% | +7.54% | -4.00% | -8.99% | 05:52 | 04:05 | 05:12 | 05:44 | 06:29 | 09:12 | 01:17 | 00:57 |
 | Magic Stick | 31 | 62.00% | 74.1 | 58.06% | +10.69% | -8.06% | +16.94% | 7.11% | 03:17 | -01:29 | 00:53 | 01:32 | 04:24 | 14:38 | 03:31 | 02:36 |
 | Ring of Protection | 28 | 56.00% | 72.4 | 57.14% | +7.14% | -14.28% | +14.29% | 4.42% | 29:30 | 21:49 | 24:46 | 27:31 | 31:14 | 46:03 | 06:28 | 04:47 |
 | Buckler | 28 | 56.00% | 70.7 | 57.14% | +7.14% | 0.00% | +14.29% | 2.25% | 29:46 | 22:34 | 24:53 | 27:46 | 31:14 | 46:03 | 06:21 | 04:42 |
 | Hurricane Pike | 6 | 12.00% | 69.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 33:53 | 27:31 | 27:56 | 29:37 | 40:31 | 44:06 | 12:35 | 09:19 |
 | Aghanim's Blessing | 6 | 12.00% | 67.2 | 83.33% | +33.33% | +16.67% | -83.33% | 0.00% | 51:48 | 42:48 | 46:15 | 51:14 | 57:27 | 59:04 | 11:12 | 08:17 |
 | Daedalus | 6 | 12.00% | 65.5 | 83.33% | +33.33% | -33.33% | +16.67% | 0.00% | 37:21 | 29:59 | 35:52 | 37:03 | 41:34 | 42:01 | 05:42 | 04:13 |
 | Fluffy Hat | 8 | 16.00% | 63.8 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 27:59 | 14:39 | 23:29 | 26:22 | 28:32 | 44:05 | 05:03 | 03:44 |
 | Aghanim's Shard | 10 | 20.00% | 62.1 | 70.00% | +20.00% | -3.33% | -70.00% | -3.72% | 42:53 | 26:42 | 32:55 | 43:18 | 50:51 | 1:01:19 | 17:56 | 13:17 |
 | Hand of Midas | 13 | 26.00% | 60.3 | 61.54% | +10.19% | +5.13% | -28.21% | -18.02% | 10:23 | 08:15 | 09:17 | 10:26 | 11:08 | 12:11 | 01:51 | 01:22 |
 | Moon Shard | 5 | 10.00% | 58.6 | 80.00% | +28.89% | -80.00% | +20.00% | 0.00% | 48:18 | 44:26 | 44:26 | 48:34 | 49:10 | 54:07 | 04:44 | 03:30 |
 | Void Stone | 12 | 24.00% | 56.9 | 58.33% | +5.70% | +8.34% | -58.33% | -5.17% | 41:54 | 31:45 | 35:53 | 38:48 | 48:47 | 52:25 | 12:54 | 09:33 |
 | Ring of Health | 10 | 20.00% | 55.2 | 60.00% | +7.50% | -26.67% | -10.00% | 0.84% | 38:35 | 11:44 | 31:45 | 38:48 | 51:31 | 52:59 | 19:46 | 14:38 |
 | Dragon Lance | 8 | 16.00% | 53.4 | 62.50% | +10.12% | -12.50% | -12.50% | 0.00% | 30:41 | 19:49 | 24:19 | 26:39 | 33:37 | 44:06 | 09:18 | 06:53 |
 | Aghanim's Scepter | 16 | 32.00% | 51.7 | 50.00% | -5.88% | 0.00% | +25.00% | 0.80% | 28:47 | 13:13 | 14:51 | 17:49 | 46:15 | 59:04 | 31:24 | 23:15 |
 | Shadow Blade | 11 | 22.00% | 50.0 | 54.55% | +0.70% | +12.12% | +12.12% | 0.00% | 30:22 | 21:27 | 22:34 | 30:40 | 36:25 | 41:28 | 13:51 | 10:15 |
 | Silver Edge | 9 | 18.00% | 48.3 | 55.56% | +1.90% | +44.44% | -5.56% | -5.74% | 32:51 | 24:34 | 27:26 | 32:16 | 36:09 | 41:54 | 08:43 | 06:27 |
 | Revenant's Brooch | 2 | 4.00% | 46.6 | 100.00% | +47.92% | 0.00% | 0.00% | 0.00% | 39:58 | 35:54 | 35:54 | 44:02 | 44:02 | 44:02 | 08:08 | 06:01 |
 | Mjollnir | 8 | 16.00% | 44.8 | 50.00% | -4.76% | 0.00% | -50.00% | -4.06% | 23:07 | 14:55 | 16:43 | 19:38 | 29:02 | 33:45 | 12:19 | 09:07 |
 | Helm of Iron Will | 5 | 10.00% | 43.1 | 60.00% | +6.67% | +40.00% | +40.00% | 0.00% | 43:42 | 35:22 | 35:22 | 41:40 | 46:58 | 57:14 | 11:36 | 08:35 |
 | Wraith Band | 12 | 24.00% | 41.4 | 41.67% | -16.22% | +25.00% | -8.34% | -33.34% | 02:28 | -01:29 | 01:49 | 02:04 | 02:37 | 07:17 | 00:48 | 00:35 |
 | Chainmail | 3 | 6.00% | 39.7 | 66.67% | +13.48% | +33.33% | 0.00% | 0.00% | 29:17 | 20:53 | 20:53 | 23:04 | 43:55 | 43:55 | 23:02 | 17:03 |
 | Butterfly | 3 | 6.00% | 37.9 | 66.67% | +13.48% | +33.33% | 0.00% | 0.00% | 41:26 | 33:21 | 33:21 | 41:24 | 49:32 | 49:32 | 16:11 | 11:59 |
 | Eye of Skadi | 3 | 6.00% | 36.2 | 66.67% | +13.48% | +33.33% | 0.00% | 0.00% | 39:06 | 30:05 | 30:05 | 38:33 | 48:41 | 48:41 | 18:36 | 13:46 |
 | Witch Blade | 3 | 6.00% | 34.5 | 66.67% | +13.48% | +33.33% | 0.00% | 0.00% | 29:17 | 20:53 | 20:53 | 23:04 | 43:55 | 43:55 | 23:02 | 17:03 |
 | Refresher Orb | 3 | 6.00% | 32.8 | 66.67% | +13.48% | +33.33% | 0.00% | 0.00% | 51:27 | 48:51 | 48:51 | 52:32 | 52:59 | 52:59 | 04:08 | 03:03 |
 | Nullifier | 4 | 8.00% | 31.0 | 50.00% | -4.35% | +50.00% | +50.00% | 0.00% | 40:44 | 35:44 | 35:44 | 37:19 | 41:51 | 48:03 | 06:07 | 04:31 |
 | Linken's Sphere | 4 | 8.00% | 29.3 | 50.00% | -4.35% | -50.00% | -50.00% | 0.00% | 41:13 | 31:50 | 31:50 | 34:39 | 45:55 | 52:29 | 14:05 | 10:25 |
 | Blink Dagger | 1 | 2.00% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:10 | 50:10 | 50:10 | 50:10 | 50:10 | 50:10 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.00% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.00% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.00% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.00% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.00% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 |
 | Scythe of Vyse | 5 | 10.00% | 17.2 | 40.00% | -15.56% | -40.00% | -40.00% | 0.00% | 42:21 | 37:31 | 37:31 | 38:53 | 48:16 | 48:50 | 10:45 | 07:57 |
 | Monkey King Bar | 5 | 10.00% | 15.5 | 40.00% | -15.56% | +60.00% | -40.00% | 0.00% | 41:42 | 33:52 | 33:52 | 46:14 | 46:47 | 47:27 | 12:55 | 09:34 |
 | Pipe of Insight | 2 | 4.00% | 13.8 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 19:42 | 16:50 | 16:50 | 22:34 | 22:34 | 22:34 | 05:44 | 04:14 |
 | Headdress | 2 | 4.00% | 12.1 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 16:01 | 13:19 | 13:19 | 18:43 | 18:43 | 18:43 | 05:24 | 04:00 |
 | Hood of Defiance | 2 | 4.00% | 10.3 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 14:38 | 11:47 | 11:47 | 17:28 | 17:28 | 17:28 | 05:41 | 04:12 |
 | Octarine Core | 1 | 2.00% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:28 | 1:07:28 | 1:07:28 | 1:07:28 | 1:07:28 | 1:07:28 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.00% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:28 | 1:07:28 | 1:07:28 | 1:07:28 | 1:07:28 | 1:07:28 | 00:00 | 00:00 |
 | Sange | 2 | 4.00% | 5.2 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 33:09 | 30:39 | 30:39 | 35:39 | 35:39 | 35:39 | 05:00 | 03:42 |
 | Heaven's Halberd | 2 | 4.00% | 3.4 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 34:57 | 30:51 | 30:51 | 39:02 | 39:02 | 39:02 | 08:11 | 06:03 |
 | Quelling Blade | 1 | 2.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |