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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 | |
 | Magic Stick | 45 | 59.21% | 100.0 | 57.78% | +22.30% | +5.86% | -3.23% | -1.45% | 05:31 | -01:29 | 01:20 | 05:01 | 07:37 | 23:44 | 06:17 | 04:39 |
 | Blight Stone | 42 | 55.26% | 98.5 | 57.14% | +18.90% | -11.69% | +12.86% | 24.55% | 00:48 | -01:29 | -01:29 | -01:29 | -01:24 | 27:56 | 00:05 | 00:03 |
 | Magic Wand | 55 | 72.37% | 97.0 | 50.91% | +8.05% | -15.20% | -0.91% | 2.68% | 05:52 | -01:29 | 02:08 | 05:35 | 07:28 | 23:44 | 05:20 | 03:57 |
 | Power Treads | 74 | 97.37% | 95.5 | 48.65% | -1.35% | -6.54% | -9.76% | -2.03% | 05:37 | 02:29 | 04:33 | 05:22 | 06:08 | 14:16 | 01:35 | 01:10 |
 | Aghanim's Shard | 74 | 97.37% | 93.9 | 48.65% | -1.35% | -1.28% | -20.87% | -9.04% | 16:55 | 15:00 | 15:10 | 15:50 | 17:20 | 27:35 | 02:10 | 01:36 |
 | Boots of Speed | 75 | 98.68% | 92.4 | 48.00% | -52.00% | +4.63% | -5.89% | -5.90% | 03:33 | -01:29 | 02:28 | 03:23 | 04:15 | 13:46 | 01:47 | 01:19 |
 | Black King Bar | 64 | 84.21% | 90.9 | 48.44% | -1.56% | +1.56% | -10.94% | -4.05% | 20:59 | 15:35 | 18:49 | 20:10 | 21:54 | 30:59 | 03:05 | 02:17 |
 | Assault Cuirass | 38 | 50.00% | 89.4 | 52.63% | +7.89% | +7.37% | +14.04% | 1.34% | 29:24 | 23:26 | 26:37 | 28:06 | 31:36 | 40:58 | 04:59 | 03:41 |
 | Buckler | 41 | 53.95% | 87.9 | 51.22% | +5.51% | -11.22% | +8.78% | 2.82% | 27:00 | 11:43 | 23:49 | 26:22 | 30:55 | 39:53 | 07:06 | 05:15 |
 | Hand of Midas | 12 | 15.79% | 86.4 | 66.67% | +21.36% | +33.33% | +33.33% | 0.00% | 10:05 | 07:28 | 09:45 | 09:52 | 10:30 | 12:42 | 00:45 | 00:33 |
 | Ring of Protection | 45 | 59.21% | 84.8 | 48.89% | +0.50% | -3.44% | +5.66% | 1.43% | 23:29 | 04:50 | 22:22 | 25:42 | 28:44 | 39:53 | 06:22 | 04:42 |
 | Crown | 15 | 19.74% | 83.3 | 60.00% | +14.10% | -35.00% | -10.00% | 1.28% | 24:13 | -01:27 | 14:27 | 26:29 | 33:59 | 41:08 | 19:32 | 14:28 |
 | Morbid Mask | 37 | 48.68% | 81.8 | 48.65% | -0.07% | -15.32% | -15.32% | 0.00% | 29:52 | 12:41 | 25:58 | 29:39 | 34:23 | 48:51 | 08:25 | 06:14 |
 | Rod of Atos | 13 | 17.11% | 80.3 | 61.54% | +15.51% | -28.21% | +5.13% | 2.22% | 28:45 | 13:00 | 19:00 | 32:14 | 34:00 | 41:09 | 15:00 | 11:06 |
 | Gleipnir | 11 | 14.47% | 78.8 | 63.64% | +17.49% | +3.03% | +3.03% | 0.00% | 30:55 | 20:15 | 23:28 | 32:45 | 35:12 | 41:27 | 11:44 | 08:41 |
 | Witch Blade | 9 | 11.84% | 77.3 | 66.67% | +20.40% | -16.67% | -16.67% | 0.00% | 13:39 | 09:50 | 10:04 | 12:23 | 12:48 | 22:29 | 02:44 | 02:01 |
 | Chainmail | 9 | 11.84% | 75.8 | 66.67% | +20.40% | -16.67% | -16.67% | 0.00% | 11:42 | 08:59 | 09:22 | 10:41 | 11:44 | 19:14 | 02:22 | 01:45 |
 | Satanic | 29 | 38.16% | 74.2 | 48.28% | -0.66% | +23.15% | -19.71% | -7.45% | 33:57 | 24:24 | 30:30 | 32:09 | 36:15 | 50:08 | 05:45 | 04:15 |
 | Javelin | 41 | 53.95% | 72.7 | 43.90% | -10.39% | -3.90% | +6.10% | 2.58% | 12:42 | 06:43 | 08:35 | 10:45 | 12:28 | 36:39 | 03:53 | 02:52 |
 | Maelstrom | 41 | 53.95% | 71.2 | 43.90% | -10.39% | +6.10% | +26.10% | 7.50% | 14:45 | 09:04 | 11:18 | 12:20 | 13:58 | 36:39 | 02:40 | 01:58 |
 | Void Stone | 29 | 38.16% | 69.7 | 44.83% | -6.23% | -1.97% | -16.26% | -0.60% | 22:56 | 08:42 | 13:07 | 17:25 | 36:50 | 46:33 | 23:43 | 17:34 |
 | Desolator | 8 | 10.53% | 68.2 | 62.50% | +15.44% | -12.50% | -62.50% | -4.31% | 23:01 | 11:53 | 13:02 | 23:48 | 24:38 | 45:27 | 11:36 | 08:35 |
 | Shadow Blade | 24 | 31.58% | 66.7 | 41.67% | -10.25% | +8.33% | -8.34% | -1.96% | 28:13 | 16:52 | 22:57 | 27:24 | 31:28 | 45:25 | 08:31 | 06:18 |
 | Silver Edge | 22 | 28.95% | 65.2 | 40.91% | -10.94% | +9.09% | +19.09% | 1.33% | 31:03 | 19:28 | 26:48 | 30:59 | 34:20 | 41:46 | 07:32 | 05:34 |
 | Orchid Malevolence | 19 | 25.00% | 63.6 | 42.11% | -8.77% | -2.11% | -22.11% | -9.92% | 16:43 | 08:46 | 12:36 | 13:38 | 14:37 | 46:58 | 02:01 | 01:29 |
 | Mjollnir | 20 | 26.32% | 62.1 | 40.00% | -11.79% | 0.00% | +20.00% | 3.75% | 25:14 | 15:19 | 21:11 | 23:14 | 26:31 | 42:44 | 05:20 | 03:57 |
 | Crystalys | 24 | 31.58% | 60.6 | 37.50% | -16.35% | +12.50% | -4.17% | -2.20% | 30:38 | 19:28 | 26:36 | 30:45 | 34:10 | 41:45 | 07:34 | 05:36 |
 | Urn of Shadows | 8 | 10.53% | 59.1 | 50.00% | +1.47% | -50.00% | 0.00% | 50.00% | 07:35 | 06:26 | 06:52 | 07:27 | 07:50 | 09:24 | 00:58 | 00:42 |
 | Spirit Vessel | 8 | 10.53% | 57.6 | 50.00% | +1.47% | 0.00% | 0.00% | 0.00% | 12:43 | 11:46 | 11:53 | 12:48 | 12:52 | 13:57 | 00:59 | 00:43 |
 | Wind Lace | 5 | 6.58% | 56.1 | 60.00% | +12.11% | -60.00% | -60.00% | 0.00% | 20:04 | 07:04 | 07:04 | 12:09 | 27:23 | 45:39 | 20:19 | 15:02 |
 | Ring of Health | 5 | 6.58% | 54.5 | 60.00% | +12.11% | +40.00% | -60.00% | 0.00% | 29:46 | 18:13 | 18:13 | 30:28 | 36:56 | 39:34 | 18:43 | 13:51 |
 | Drum of Endurance | 5 | 6.58% | 53.0 | 60.00% | +12.11% | +40.00% | -60.00% | 0.00% | 21:01 | 08:59 | 08:59 | 13:05 | 27:24 | 45:39 | 18:25 | 13:38 |
 | Linken's Sphere | 3 | 3.95% | 51.5 | 66.67% | +18.72% | +33.33% | 0.00% | 0.00% | 33:33 | 23:51 | 23:51 | 37:01 | 39:46 | 39:46 | 15:55 | 11:47 |
 | Eye of Skadi | 7 | 9.21% | 50.0 | 42.86% | -6.42% | +7.14% | +7.14% | 0.00% | 35:19 | 28:22 | 29:11 | 34:30 | 36:41 | 46:42 | 07:30 | 05:33 |
 | Scythe of Vyse | 8 | 10.53% | 48.5 | 37.50% | -12.50% | -37.50% | +12.50% | 8.52% | 37:24 | 31:50 | 33:20 | 36:50 | 39:12 | 42:27 | 05:52 | 04:20 |
 | Vladmir's Offering | 4 | 5.26% | 47.0 | 50.00% | +1.39% | +50.00% | -50.00% | 0.00% | 21:37 | 19:08 | 19:08 | 19:19 | 19:59 | 28:02 | 00:51 | 00:37 |
 | Ring of Basilius | 4 | 5.26% | 45.5 | 50.00% | +1.39% | -50.00% | -50.00% | 0.00% | 20:04 | 16:12 | 16:12 | 16:49 | 19:11 | 28:02 | 02:59 | 02:12 |
 | Wraith Pact | 4 | 5.26% | 43.9 | 50.00% | +1.39% | -50.00% | -50.00% | 0.00% | 24:53 | 22:01 | 22:01 | 22:38 | 22:51 | 32:03 | 00:50 | 00:37 |
 | Moon Shard | 1 | 1.32% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:03 | 41:03 | 41:03 | 41:03 | 41:03 | 41:03 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.32% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 |
 | Bracer | 1 | 1.32% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 10:47 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.32% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.32% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Helm of Iron Will | 5 | 6.58% | 34.8 | 40.00% | -9.30% | +60.00% | -40.00% | 0.00% | 35:22 | 26:35 | 26:35 | 29:57 | 40:51 | 50:23 | 14:16 | 10:34 |
 | Bloodthorn | 5 | 6.58% | 33.3 | 40.00% | -9.30% | -40.00% | -40.00% | 0.00% | 40:33 | 28:17 | 28:17 | 41:25 | 45:04 | 51:37 | 16:47 | 12:25 |
 | Mage Slayer | 5 | 6.58% | 31.8 | 40.00% | -9.30% | -40.00% | -40.00% | 0.00% | 39:56 | 28:17 | 28:17 | 41:24 | 43:34 | 51:28 | 15:17 | 11:19 |
 | Force Staff | 5 | 6.58% | 30.3 | 40.00% | -9.30% | -40.00% | -40.00% | 0.00% | 27:55 | 21:50 | 21:50 | 30:33 | 31:23 | 33:17 | 09:33 | 07:04 |
 | Nullifier | 5 | 6.58% | 28.8 | 40.00% | -9.30% | +60.00% | -40.00% | 0.00% | 35:48 | 28:13 | 28:13 | 29:59 | 40:51 | 50:38 | 12:38 | 09:21 |
 | Fluffy Hat | 5 | 6.58% | 27.3 | 40.00% | -9.30% | -40.00% | -40.00% | 0.00% | 25:32 | 14:38 | 14:38 | 29:42 | 30:33 | 33:17 | 15:55 | 11:47 |
 | Sange | 2 | 2.63% | 25.8 | 50.00% | +1.35% | +50.00% | 0.00% | 0.00% | 32:06 | 17:56 | 17:56 | 46:16 | 46:16 | 46:16 | 28:20 | 20:59 |
 | Lotus Orb | 2 | 2.63% | 24.2 | 50.00% | +1.35% | +50.00% | 0.00% | 0.00% | 27:35 | 23:57 | 23:57 | 31:13 | 31:13 | 31:13 | 07:16 | 05:22 |
 | Heaven's Halberd | 2 | 2.63% | 22.7 | 50.00% | +1.35% | +50.00% | 0.00% | 0.00% | 33:00 | 19:27 | 19:27 | 46:32 | 46:32 | 46:32 | 27:05 | 20:03 |
 | Hurricane Pike | 3 | 3.95% | 21.2 | 33.33% | -15.99% | -33.33% | 0.00% | 0.00% | 32:38 | 31:01 | 31:01 | 33:05 | 33:47 | 33:47 | 02:46 | 02:02 |
 | Dragon Lance | 4 | 5.26% | 19.7 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 28:18 | 23:08 | 23:08 | 26:07 | 31:21 | 32:35 | 08:13 | 06:05 |
 | Ghost Scepter | 1 | 1.32% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.32% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.32% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.32% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:54 | 01:54 | 01:54 | 01:54 | 01:54 | 01:54 | 00:00 | 00:00 |
 | Bottle | 1 | 1.32% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |
 | Kaya | 1 | 1.32% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.32% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 2.63% | 7.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 39:22 | 22:41 | 22:41 | 56:03 | 56:03 | 56:03 | 33:22 | 24:42 |
 | Divine Rapier | 2 | 2.63% | 6.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 43:01 | 42:52 | 42:52 | 43:09 | 43:09 | 43:09 | 00:17 | 00:12 |
 | Ethereal Blade | 1 | 1.32% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.32% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:53 | 14:53 | 14:53 | 14:53 | 14:53 | 14:53 | 00:00 | 00:00 |
 | Daedalus | 2 | 2.63% | 1.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 46:26 | 37:23 | 37:23 | 55:29 | 55:29 | 55:29 | 18:06 | 13:24 |