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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 | 53 | 62.35% | 100.0 | 66.04% | +28.54% | +3.19% | +10.88% | 1.38% | 04:25 | -01:29 | 00:48 | 04:00 | 06:22 | 14:07 | 05:34 | 04:07 |
 | Magic Wand | 63 | 74.12% | 98.4 | 58.73% | +13.28% | -14.98% | +3.77% | 3.53% | 05:16 | -01:29 | 02:08 | 05:11 | 07:27 | 14:27 | 05:19 | 03:56 |
 | Buckler | 43 | 50.59% | 96.8 | 60.47% | +10.47% | +12.26% | -5.92% | -2.99% | 25:40 | 01:05 | 23:33 | 26:21 | 29:38 | 39:53 | 06:05 | 04:30 |
 | Ring of Protection | 45 | 52.94% | 95.2 | 60.00% | +10.00% | +3.64% | -5.45% | -1.27% | 23:33 | 01:05 | 21:36 | 25:45 | 28:44 | 39:53 | 07:08 | 05:17 |
 | Power Treads | 80 | 94.12% | 93.7 | 55.00% | -5.00% | -5.00% | -15.00% | -6.74% | 05:39 | 03:23 | 04:35 | 05:21 | 06:04 | 11:12 | 01:29 | 01:05 |
 | Assault Cuirass | 36 | 42.35% | 92.1 | 61.11% | +10.09% | +16.67% | +16.67% | 0.00% | 29:15 | 22:14 | 26:21 | 28:18 | 31:16 | 40:58 | 04:55 | 03:38 |
 | Black King Bar | 68 | 80.00% | 90.5 | 55.88% | +2.94% | +2.94% | -20.59% | -5.19% | 21:12 | 15:35 | 18:16 | 20:26 | 22:48 | 32:29 | 04:32 | 03:21 |
 | Blight Stone | 54 | 63.53% | 88.9 | 57.41% | +5.80% | -0.27% | +11.82% | 12.09% | 00:27 | -01:29 | -01:29 | -01:29 | -01:23 | 27:56 | 00:06 | 00:04 |
 | Boots of Speed | 83 | 97.65% | 87.3 | 54.22% | -45.78% | +7.68% | -1.84% | -5.83% | 03:46 | -01:29 | 02:41 | 03:31 | 04:19 | 09:59 | 01:38 | 01:12 |
 | Aghanim's Shard | 81 | 95.29% | 85.7 | 54.32% | -20.68% | +10.68% | +0.68% | -3.24% | 17:14 | 15:00 | 15:10 | 16:06 | 18:15 | 32:37 | 03:05 | 02:17 |
 | Morbid Mask | 45 | 52.94% | 84.1 | 57.78% | +5.28% | -3.23% | -12.33% | -0.91% | 27:16 | 12:41 | 20:29 | 27:44 | 30:29 | 48:51 | 10:00 | 07:24 |
 | Satanic | 32 | 37.65% | 82.5 | 59.38% | +6.55% | +3.12% | -21.88% | -3.55% | 32:27 | 20:53 | 28:29 | 31:29 | 35:31 | 50:08 | 07:02 | 05:12 |
 | Javelin | 53 | 62.35% | 81.0 | 50.94% | -11.56% | -12.48% | +2.91% | 3.83% | 11:09 | 06:06 | 07:07 | 08:55 | 11:08 | 32:05 | 04:01 | 02:58 |
 | Maelstrom | 53 | 62.35% | 79.4 | 50.94% | -11.56% | +2.91% | -12.48% | -8.17% | 13:36 | 09:19 | 10:58 | 11:41 | 12:51 | 32:39 | 01:53 | 01:23 |
 | Shadow Blade | 24 | 28.24% | 77.8 | 58.33% | +4.23% | -8.33% | -25.00% | -1.55% | 28:21 | 16:52 | 22:20 | 25:58 | 33:04 | 45:25 | 10:44 | 07:57 |
 | Crystalys | 24 | 28.24% | 76.2 | 58.33% | +4.23% | +8.34% | -8.33% | -2.08% | 31:16 | 19:28 | 27:29 | 30:58 | 35:31 | 41:45 | 08:02 | 05:57 |
 | Crown | 22 | 25.88% | 74.6 | 59.09% | +5.12% | -25.76% | -19.09% | 0.31% | 21:55 | 04:32 | 12:10 | 20:34 | 33:59 | 41:08 | 21:49 | 16:09 |
 | Silver Edge | 20 | 23.53% | 73.0 | 60.00% | +6.15% | 0.00% | 0.00% | 0.00% | 31:31 | 19:28 | 26:56 | 31:26 | 35:32 | 41:46 | 08:36 | 06:22 |
 | Chainmail | 16 | 18.82% | 71.4 | 62.50% | +8.88% | -12.50% | -12.50% | 0.00% | 12:48 | 08:59 | 10:25 | 11:44 | 13:50 | 22:54 | 03:25 | 02:31 |
 | Witch Blade | 16 | 18.82% | 69.8 | 62.50% | +8.88% | -12.50% | -12.50% | 0.00% | 14:26 | 09:50 | 11:42 | 12:32 | 14:55 | 23:01 | 03:13 | 02:22 |
 | Rod of Atos | 21 | 24.71% | 68.3 | 57.14% | +2.45% | +2.86% | +2.86% | 0.00% | 25:04 | 13:00 | 17:00 | 23:04 | 34:00 | 41:09 | 17:00 | 12:35 |
 | Gleipnir | 19 | 22.35% | 66.7 | 57.89% | +3.34% | +2.11% | -17.89% | -1.29% | 26:02 | 15:27 | 17:18 | 23:28 | 32:45 | 41:27 | 15:27 | 11:26 |
 | Desolator | 7 | 8.24% | 65.1 | 71.43% | +17.58% | -21.43% | -21.43% | 0.00% | 19:48 | 11:53 | 13:02 | 23:48 | 24:04 | 27:56 | 11:02 | 08:10 |
 | Mjollnir | 23 | 27.06% | 63.5 | 47.83% | -10.23% | +2.17% | -14.50% | -2.37% | 21:08 | 14:00 | 16:12 | 21:11 | 23:14 | 42:44 | 07:02 | 05:12 |
 | Eye of Skadi | 10 | 11.76% | 61.9 | 60.00% | +5.33% | +6.67% | +40.00% | 4.34% | 32:20 | 25:15 | 27:57 | 33:32 | 35:38 | 38:13 | 07:41 | 05:41 |
 | Void Stone | 21 | 24.71% | 60.3 | 47.62% | -10.19% | -7.62% | -7.62% | 0.00% | 21:59 | 08:42 | 11:28 | 14:23 | 34:15 | 42:20 | 22:47 | 16:52 |
 | Wind Lace | 6 | 7.06% | 58.7 | 66.67% | +12.24% | -16.67% | +33.33% | 0.00% | 13:18 | 07:04 | 08:06 | 12:09 | 12:42 | 27:23 | 04:36 | 03:24 |
 | Ring of Health | 4 | 4.71% | 57.1 | 75.00% | +20.68% | +25.00% | -75.00% | 0.00% | 29:35 | 18:13 | 18:13 | 23:37 | 36:56 | 39:34 | 18:43 | 13:51 |
 | Ring of Basilius | 7 | 8.24% | 55.6 | 57.14% | +2.01% | +42.86% | -57.14% | -22.39% | 17:58 | 10:23 | 14:43 | 16:49 | 19:11 | 28:02 | 04:28 | 03:18 |
 | Hand of Midas | 7 | 8.24% | 54.0 | 57.14% | +2.01% | -7.14% | -7.14% | 0.00% | 10:43 | 07:23 | 09:02 | 10:30 | 10:47 | 16:29 | 01:45 | 01:17 |
 | Vladmir's Offering | 7 | 8.24% | 52.4 | 57.14% | +2.01% | +42.86% | -57.14% | -66.67% | 20:38 | 17:58 | 18:29 | 19:19 | 19:59 | 28:02 | 01:30 | 01:06 |
 | Wraith Pact | 7 | 8.24% | 50.8 | 57.14% | +2.01% | -7.14% | -57.14% | -50.00% | 23:54 | 20:56 | 22:01 | 22:38 | 22:51 | 32:03 | 00:50 | 00:37 |
 | Spirit Vessel | 5 | 5.88% | 49.2 | 60.00% | +5.00% | +40.00% | -60.00% | 0.00% | 13:02 | 12:24 | 12:24 | 12:52 | 13:09 | 13:57 | 00:45 | 00:33 |
 | Urn of Shadows | 5 | 5.88% | 47.6 | 60.00% | +5.00% | -60.00% | +40.00% | 0.00% | 07:17 | 06:26 | 06:26 | 07:27 | 07:50 | 07:50 | 01:24 | 01:02 |
 | Drum of Endurance | 5 | 5.88% | 46.0 | 60.00% | +5.00% | +40.00% | +40.00% | 0.00% | 15:36 | 08:59 | 08:59 | 13:05 | 18:36 | 27:24 | 09:37 | 07:07 |
 | Orchid Malevolence | 12 | 14.12% | 44.4 | 41.67% | -15.86% | -8.34% | -8.34% | 0.00% | 13:07 | 08:46 | 10:53 | 12:34 | 13:20 | 23:13 | 02:27 | 01:48 |
 | Daedalus | 3 | 3.53% | 42.9 | 66.67% | +11.79% | +33.33% | 0.00% | 0.00% | 35:49 | 29:53 | 29:53 | 37:23 | 40:12 | 40:12 | 10:19 | 07:38 |
 | Linken's Sphere | 3 | 3.53% | 41.3 | 66.67% | +11.79% | +33.33% | 0.00% | 0.00% | 33:33 | 23:51 | 23:51 | 37:01 | 39:46 | 39:46 | 15:55 | 11:47 |
 | Dragon Lance | 4 | 4.71% | 39.7 | 50.00% | -5.56% | +50.00% | +50.00% | 0.00% | 26:02 | 22:16 | 22:16 | 23:08 | 26:07 | 32:35 | 03:51 | 02:51 |
 | Force Staff | 4 | 4.71% | 38.1 | 50.00% | -5.56% | -50.00% | +50.00% | 0.00% | 26:34 | 21:50 | 21:50 | 22:31 | 30:33 | 31:23 | 08:43 | 06:27 |
 | Fluffy Hat | 4 | 4.71% | 36.5 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 23:36 | 14:38 | 14:38 | 19:30 | 29:42 | 30:33 | 15:04 | 11:09 |
 | Bracer | 1 | 1.18% | 34.9 | 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 | 1.18% | 33.3 | 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 |
 | Quelling Blade | 1 | 1.18% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:24 | -01:24 | -01:24 | -01:24 | -01:24 | -01:24 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.18% | 30.2 | 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 |
 | Lotus Orb | 1 | 1.18% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.18% | 27.0 | 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 |
 | Scythe of Vyse | 6 | 7.06% | 25.4 | 33.33% | -23.63% | +16.67% | -33.33% | 0.00% | 36:26 | 32:41 | 33:20 | 34:15 | 39:12 | 42:20 | 05:52 | 04:20 |
 | Hurricane Pike | 2 | 2.35% | 23.8 | 50.00% | -5.42% | -50.00% | 0.00% | 0.00% | 32:03 | 31:01 | 31:01 | 33:05 | 33:05 | 33:05 | 02:04 | 01:31 |
 | Aghanim's Scepter | 2 | 2.35% | 22.2 | 50.00% | -5.42% | +50.00% | 0.00% | 0.00% | 43:06 | 30:08 | 30:08 | 56:03 | 56:03 | 56:03 | 25:55 | 19:11 |
 | Bottle | 2 | 2.35% | 20.6 | 50.00% | -5.42% | +50.00% | 0.00% | 0.00% | 32:20 | 22:27 | 22:27 | 42:13 | 42:13 | 42:13 | 19:46 | 14:38 |
 | Heaven's Halberd | 2 | 2.35% | 19.0 | 50.00% | -5.42% | +50.00% | 0.00% | 0.00% | 33:00 | 19:27 | 19:27 | 46:32 | 46:32 | 46:32 | 27:05 | 20:03 |
 | Sange | 2 | 2.35% | 17.5 | 50.00% | -5.42% | +50.00% | 0.00% | 0.00% | 32:06 | 17:56 | 17:56 | 46:16 | 46:16 | 46:16 | 28:20 | 20:59 |
 | Bloodthorn | 3 | 3.53% | 15.9 | 33.33% | -22.77% | -33.33% | 0.00% | 0.00% | 38:15 | 28:17 | 28:17 | 41:25 | 45:04 | 45:04 | 16:47 | 12:25 |
 | Mage Slayer | 3 | 3.53% | 14.3 | 33.33% | -22.77% | -33.33% | 0.00% | 0.00% | 37:45 | 28:17 | 28:17 | 41:24 | 43:34 | 43:34 | 15:17 | 11:19 |
 | Monkey King Bar | 4 | 4.71% | 12.7 | 25.00% | -31.79% | -25.00% | -25.00% | 0.00% | 33:36 | 31:15 | 31:15 | 31:59 | 34:07 | 37:01 | 02:52 | 02:07 |
 | Nullifier | 5 | 5.88% | 11.1 | 20.00% | -37.50% | +80.00% | -20.00% | 0.00% | 38:44 | 29:18 | 29:18 | 40:51 | 42:54 | 50:38 | 13:36 | 10:04 |
 | Helm of Iron Will | 6 | 7.06% | 9.5 | 16.67% | -41.56% | +33.33% | -16.67% | 0.00% | 37:34 | 29:04 | 29:57 | 32:48 | 42:20 | 50:23 | 12:23 | 09:10 |
 | Blink Dagger | 2 | 2.35% | 7.9 | 0.00% | -56.63% | 0.00% | 0.00% | 0.00% | 42:11 | 38:27 | 38:27 | 45:55 | 45:55 | 45:55 | 07:28 | 05:31 |
 | Aghanim's Blessing | 1 | 1.18% | 6.3 | 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 |
 | Mask of Madness | 2 | 2.35% | 4.8 | 0.00% | -56.63% | 0.00% | 0.00% | 0.00% | 22:16 | 14:53 | 14:53 | 29:39 | 29:39 | 29:39 | 14:46 | 10:56 |
 | Divine Rapier | 1 | 1.18% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.18% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |