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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 | |
 | Aghanim's Scepter | 37 | 31.36% | 100.0 | 67.57% | +20.66% | +21.32% | +10.21% | -1.58% | 20:29 | 13:05 | 15:04 | 16:47 | 22:07 | 55:54 | 07:03 | 05:13 |
 | Magic Wand | 84 | 71.19% | 98.5 | 60.71% | +25.42% | +5.96% | -3.57% | -1.86% | 05:54 | -01:29 | 02:09 | 05:08 | 07:17 | 23:19 | 05:08 | 03:48 |
 | Rod of Atos | 76 | 64.41% | 97.0 | 60.53% | +20.05% | +2.63% | -7.90% | -1.15% | 21:28 | 10:51 | 16:05 | 19:04 | 25:13 | 48:16 | 09:08 | 06:45 |
 | Crown | 76 | 64.41% | 95.5 | 60.53% | +20.05% | +7.89% | -2.64% | -0.91% | 18:54 | 03:22 | 12:42 | 16:47 | 24:20 | 48:16 | 11:38 | 08:37 |
 | Magic Stick | 82 | 69.49% | 94.0 | 59.76% | +20.87% | -12.14% | +10.24% | 4.76% | 03:35 | -01:29 | 00:51 | 01:38 | 05:33 | 17:13 | 04:42 | 03:28 |
 | Gleipnir | 75 | 63.56% | 92.5 | 60.00% | +18.14% | +3.16% | -2.11% | -0.63% | 22:34 | 13:50 | 16:53 | 20:52 | 25:18 | 48:20 | 08:25 | 06:14 |
 | Morbid Mask | 50 | 42.37% | 91.0 | 62.00% | +14.94% | +7.23% | -28.67% | -4.81% | 34:17 | 11:24 | 29:49 | 34:19 | 37:17 | 53:12 | 07:28 | 05:31 |
 | Satanic | 45 | 38.14% | 89.6 | 62.22% | +14.27% | +10.51% | -16.77% | -4.40% | 36:42 | 25:03 | 32:28 | 35:39 | 38:40 | 53:18 | 06:12 | 04:35 |
 | Blight Stone | 85 | 72.03% | 88.1 | 56.47% | +11.02% | +0.67% | -8.85% | 0.00% | -01:13 | -01:30 | -01:29 | -01:29 | -01:29 | 21:12 | 00:00 | 00:00 |
 | Assault Cuirass | 50 | 42.37% | 86.6 | 60.00% | +11.47% | -6.15% | -26.67% | -3.39% | 31:22 | 23:40 | 28:10 | 30:51 | 34:13 | 43:06 | 06:03 | 04:28 |
 | Ring of Protection | 52 | 44.07% | 85.1 | 59.62% | +11.14% | +1.92% | -21.16% | -3.48% | 30:08 | 22:27 | 26:11 | 29:31 | 32:49 | 42:42 | 06:38 | 04:54 |
 | Buckler | 52 | 44.07% | 83.6 | 59.62% | +11.14% | +1.92% | -21.16% | -3.48% | 30:10 | 22:30 | 26:11 | 29:32 | 32:49 | 42:42 | 06:38 | 04:54 |
 | Boots of Speed | 118 | 100.00% | 82.1 | 53.39% | +53.39% | +3.28% | -8.56% | -6.02% | 03:43 | -01:29 | 02:45 | 03:42 | 04:43 | 08:49 | 01:58 | 01:27 |
 | Power Treads | 118 | 100.00% | 80.6 | 53.39% | +53.39% | -16.72% | -5.11% | 7.49% | 05:57 | 03:34 | 05:06 | 05:43 | 06:39 | 10:50 | 01:33 | 01:08 |
 | Javelin | 101 | 85.59% | 79.1 | 53.47% | +0.53% | -5.47% | +2.53% | 1.23% | 14:21 | 03:20 | 10:01 | 11:44 | 16:31 | 44:41 | 06:30 | 04:48 |
 | Maelstrom | 99 | 83.90% | 77.6 | 53.54% | +0.91% | -5.54% | +6.46% | 2.86% | 15:58 | 07:43 | 12:21 | 14:19 | 16:33 | 40:12 | 04:12 | 03:06 |
 | Black King Bar | 97 | 82.20% | 76.1 | 53.61% | +1.23% | -11.94% | +4.72% | 3.86% | 21:37 | 16:36 | 18:48 | 21:05 | 23:07 | 31:27 | 04:19 | 03:11 |
 | Aghanim's Shard | 33 | 27.97% | 74.6 | 60.61% | +10.02% | +14.39% | -10.61% | -1.22% | 29:19 | 15:11 | 18:20 | 23:13 | 38:46 | 1:04:11 | 20:26 | 15:08 |
 | Blink Dagger | 7 | 5.93% | 73.1 | 85.71% | +34.36% | +14.29% | -35.71% | 0.00% | 40:54 | 34:40 | 36:42 | 41:35 | 42:35 | 47:11 | 05:53 | 04:21 |
 | Void Stone | 28 | 23.73% | 71.6 | 60.71% | +9.60% | -3.57% | -3.57% | 0.00% | 31:23 | 12:47 | 15:32 | 30:28 | 40:58 | 60:01 | 25:26 | 18:50 |
 | Helm of Iron Will | 13 | 11.02% | 70.1 | 69.23% | +17.80% | -2.56% | -69.23% | -3.92% | 33:46 | 22:04 | 24:14 | 31:30 | 41:15 | 54:32 | 17:01 | 12:36 |
 | Crystalys | 51 | 43.22% | 68.7 | 47.06% | -11.15% | +6.79% | +6.79% | 0.00% | 31:25 | 21:16 | 25:52 | 28:33 | 35:51 | 58:04 | 09:59 | 07:23 |
 | Hand of Midas | 39 | 33.05% | 67.2 | 48.72% | -6.98% | -18.72% | +11.28% | 21.43% | 10:11 | 07:50 | 09:23 | 09:50 | 10:47 | 13:15 | 01:24 | 01:02 |
 | Shadow Blade | 32 | 27.12% | 65.7 | 50.00% | -4.65% | +12.50% | +12.50% | 0.00% | 29:26 | 20:43 | 23:52 | 27:30 | 32:00 | 59:11 | 08:08 | 06:01 |
 | Daedalus | 18 | 15.25% | 64.2 | 55.56% | +2.56% | +4.44% | -5.56% | -0.88% | 36:53 | 25:23 | 31:17 | 36:04 | 42:39 | 50:54 | 11:22 | 08:25 |
 | Nullifier | 11 | 9.32% | 62.7 | 63.64% | +11.30% | +3.03% | -30.31% | 0.00% | 35:51 | 22:04 | 26:28 | 35:21 | 42:23 | 54:44 | 15:55 | 11:47 |
 | Silver Edge | 31 | 26.27% | 61.2 | 48.39% | -6.78% | +1.61% | +1.61% | 0.00% | 32:01 | 23:54 | 26:11 | 30:01 | 34:20 | 59:16 | 08:09 | 06:02 |
 | Eye of Skadi | 16 | 13.56% | 59.7 | 56.25% | +3.31% | -6.25% | +18.75% | 2.56% | 32:38 | 23:37 | 27:14 | 31:48 | 36:59 | 41:57 | 09:45 | 07:13 |
 | Aghanim's Blessing | 9 | 7.63% | 58.2 | 66.67% | +14.38% | +33.33% | -16.67% | 0.00% | 50:59 | 46:05 | 46:21 | 50:25 | 54:51 | 58:07 | 08:30 | 06:17 |
 | Wraith Band | 22 | 18.64% | 56.7 | 50.00% | -4.17% | 0.00% | +10.00% | 4.84% | 02:38 | -01:29 | 01:46 | 02:09 | 03:50 | 08:00 | 02:04 | 01:31 |
 | Bloodthorn | 5 | 4.24% | 55.2 | 80.00% | +27.79% | +20.00% | +20.00% | 0.00% | 36:18 | 30:06 | 30:06 | 33:18 | 37:28 | 48:07 | 07:22 | 05:27 |
 | Swift Blink | 5 | 4.24% | 53.7 | 80.00% | +27.79% | +20.00% | -80.00% | 0.00% | 46:14 | 44:09 | 44:09 | 45:49 | 47:23 | 48:16 | 03:14 | 02:23 |
 | Mage Slayer | 5 | 4.24% | 52.2 | 80.00% | +27.79% | +20.00% | +20.00% | 0.00% | 32:54 | 21:24 | 21:24 | 33:08 | 35:04 | 48:01 | 13:40 | 10:07 |
 | Ring of Health | 12 | 10.17% | 50.7 | 58.33% | +5.50% | +8.34% | +8.34% | 0.00% | 40:17 | 09:56 | 23:57 | 32:48 | 49:40 | 1:15:06 | 25:43 | 19:02 |
 | Scythe of Vyse | 10 | 8.47% | 49.3 | 60.00% | +7.22% | -26.67% | +40.00% | 0.00% | 38:44 | 27:07 | 35:17 | 40:58 | 42:39 | 45:15 | 07:22 | 05:27 |
 | Hurricane Pike | 11 | 9.32% | 47.8 | 54.55% | +1.28% | -21.22% | +12.12% | 0.00% | 33:43 | 23:39 | 25:16 | 31:53 | 35:28 | 54:49 | 10:12 | 07:33 |
 | Orchid Malevolence | 11 | 9.32% | 46.3 | 54.55% | +1.28% | +12.12% | +12.12% | 0.00% | 19:29 | 13:13 | 14:17 | 15:40 | 21:44 | 31:07 | 07:27 | 05:31 |
 | Heaven's Halberd | 6 | 5.08% | 44.8 | 66.67% | +13.99% | +33.33% | -66.67% | 0.00% | 26:51 | 18:16 | 23:03 | 26:38 | 32:41 | 33:18 | 09:38 | 07:08 |
 | Linken's Sphere | 4 | 3.39% | 43.3 | 75.00% | +22.37% | +25.00% | +25.00% | 0.00% | 35:39 | 30:31 | 30:31 | 33:36 | 39:09 | 39:20 | 08:38 | 06:23 |
 | Wraith Pact | 2 | 1.69% | 41.8 | 100.00% | +47.41% | 0.00% | 0.00% | 0.00% | 27:58 | 24:03 | 24:03 | 31:52 | 31:52 | 31:52 | 07:49 | 05:47 |
 | Ring of Basilius | 2 | 1.69% | 40.3 | 100.00% | +47.41% | 0.00% | 0.00% | 0.00% | 25:20 | 22:31 | 22:31 | 28:09 | 28:09 | 28:09 | 05:38 | 04:10 |
 | Vladmir's Offering | 2 | 1.69% | 38.8 | 100.00% | +47.41% | 0.00% | 0.00% | 0.00% | 25:46 | 22:32 | 22:32 | 29:00 | 29:00 | 29:00 | 06:28 | 04:47 |
 | Sange | 7 | 5.93% | 37.3 | 57.14% | +3.99% | +42.86% | -7.14% | 0.00% | 26:21 | 15:34 | 20:47 | 26:24 | 31:28 | 32:43 | 10:41 | 07:54 |
 | Force Staff | 14 | 11.86% | 35.8 | 42.86% | -11.95% | -17.86% | -9.53% | 0.63% | 28:13 | 17:31 | 19:38 | 26:22 | 32:48 | 54:47 | 13:10 | 09:45 |
 | Dragon Lance | 11 | 9.32% | 34.3 | 45.45% | -8.76% | -12.12% | -12.12% | 0.00% | 32:07 | 23:39 | 24:33 | 30:31 | 33:33 | 52:12 | 09:00 | 06:40 |
 | Fluffy Hat | 15 | 12.71% | 32.8 | 40.00% | -15.34% | -15.00% | -15.00% | 0.00% | 27:13 | 16:30 | 19:17 | 24:19 | 29:32 | 54:47 | 10:15 | 07:35 |
 | Moon Shard | 8 | 6.78% | 31.3 | 50.00% | -3.64% | 0.00% | 0.00% | 0.00% | 54:42 | 41:47 | 47:02 | 50:51 | 59:44 | 1:09:13 | 12:42 | 09:24 |
 | Monkey King Bar | 6 | 5.08% | 29.9 | 50.00% | -3.57% | -50.00% | +50.00% | 0.00% | 34:53 | 26:38 | 28:52 | 34:46 | 38:47 | 44:46 | 09:55 | 07:20 |
 | Pipe of Insight | 3 | 2.54% | 28.4 | 66.67% | +13.63% | +33.33% | 0.00% | 0.00% | 21:39 | 14:59 | 14:59 | 24:00 | 25:59 | 25:59 | 11:00 | 08:08 |
 | Hood of Defiance | 3 | 2.54% | 26.9 | 66.67% | +13.63% | +33.33% | 0.00% | 0.00% | 18:26 | 09:58 | 09:58 | 21:19 | 24:00 | 24:00 | 14:02 | 10:23 |
 | Headdress | 3 | 2.54% | 25.4 | 66.67% | +13.63% | +33.33% | 0.00% | 0.00% | 19:20 | 11:11 | 11:11 | 23:05 | 23:43 | 23:43 | 12:32 | 09:17 |
 | Mjollnir | 7 | 5.93% | 23.9 | 42.86% | -11.19% | +7.14% | -42.86% | 0.00% | 33:34 | 23:07 | 28:48 | 35:14 | 36:57 | 42:32 | 08:09 | 06:02 |
 | Chainmail | 15 | 12.71% | 22.4 | 26.67% | -30.61% | +23.33% | -1.67% | -10.42% | 13:48 | 06:26 | 10:23 | 11:48 | 12:47 | 31:19 | 02:24 | 01:46 |
 | Witch Blade | 15 | 12.71% | 20.9 | 26.67% | -30.61% | -1.67% | -1.67% | 0.00% | 15:06 | 09:56 | 11:10 | 13:13 | 14:13 | 31:23 | 03:03 | 02:15 |
 | Drum of Endurance | 1 | 0.85% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:56 | 11:56 | 11:56 | 11:56 | 11:56 | 11:56 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.85% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Yasha | 1 | 0.85% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.85% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Desolator | 1 | 0.85% | 13.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Wind Lace | 1 | 0.85% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 4.24% | 10.4 | 40.00% | -13.98% | -40.00% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Refresher Orb | 5 | 4.24% | 9.0 | 40.00% | -13.98% | -40.00% | -40.00% | 0.00% | 1:03:54 | 49:50 | 49:50 | 1:01:38 | 1:12:08 | 1:15:51 | 22:18 | 16:31 |
 | Mask of Madness | 2 | 1.69% | 7.5 | 50.00% | -3.45% | -50.00% | 0.00% | 0.00% | 19:03 | 15:44 | 15:44 | 22:21 | 22:21 | 22:21 | 06:37 | 04:54 |
 | Revenant's Brooch | 2 | 1.69% | 6.0 | 50.00% | -3.45% | +50.00% | 0.00% | 0.00% | 50:57 | 47:48 | 47:48 | 54:05 | 54:05 | 54:05 | 06:17 | 04:39 |
 | Lotus Orb | 2 | 1.69% | 4.5 | 50.00% | -3.45% | +50.00% | 0.00% | 0.00% | 29:55 | 29:40 | 29:40 | 30:10 | 30:10 | 30:10 | 00:30 | 00:22 |
 | Divine Rapier | 1 | 0.85% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:30 | 1:15:30 | 1:15:30 | 1:15:30 | 1:15:30 | 1:15:30 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.85% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 00:00 | 00:00 |