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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 | |
 | Eye of Skadi | 83 | 46.11% | 100.0 | 63.86% | +25.72% | +21.85% | +2.81% | -2.43% | 31:08 | 21:40 | 27:25 | 30:27 | 35:16 | 44:12 | 07:51 | 05:48 |
 | Satanic | 66 | 36.67% | 98.3 | 65.15% | +23.92% | -0.44% | -2.65% | -0.27% | 35:23 | 19:24 | 31:06 | 34:12 | 39:24 | 52:15 | 08:18 | 06:08 |
 | Butterfly | 49 | 27.22% | 96.6 | 59.18% | +12.62% | +24.15% | -0.85% | -3.27% | 33:32 | 22:01 | 29:10 | 33:55 | 36:49 | 48:04 | 07:39 | 05:40 |
 | Manta Style | 163 | 90.56% | 94.9 | 50.92% | +9.74% | +10.06% | +0.30% | -2.51% | 18:49 | 13:35 | 16:23 | 17:44 | 20:16 | 34:16 | 03:53 | 02:52 |
 | Linken's Sphere | 93 | 51.67% | 93.2 | 53.76% | +7.78% | +20.15% | -10.28% | -3.01% | 21:38 | 10:57 | 14:30 | 16:41 | 24:36 | 55:02 | 10:06 | 07:28 |
 | Magic Wand | 179 | 99.44% | 91.5 | 50.28% | +50.28% | +11.94% | -8.06% | -3.70% | 04:30 | -01:30 | 01:23 | 04:31 | 06:47 | 20:39 | 05:24 | 04:00 |
 | Power Treads | 180 | 100.00% | 89.8 | 50.00% | +50.00% | +5.56% | +5.56% | 0.00% | 07:00 | 03:51 | 05:28 | 06:34 | 07:56 | 13:54 | 02:28 | 01:49 |
 | Boots of Speed | 180 | 100.00% | 88.1 | 50.00% | +50.00% | +5.56% | +3.33% | -0.94% | 05:22 | 01:40 | 04:04 | 04:58 | 06:26 | 11:51 | 02:22 | 01:45 |
 | Cornucopia | 96 | 53.33% | 86.4 | 53.13% | +6.70% | +9.37% | -11.46% | -1.29% | 17:20 | 03:53 | 08:03 | 09:53 | 24:13 | 54:45 | 16:10 | 11:58 |
 | Aghanim's Shard | 57 | 31.67% | 84.7 | 56.14% | +8.99% | -27.57% | +8.15% | 2.57% | 34:06 | 16:14 | 26:19 | 34:59 | 40:13 | 55:37 | 13:54 | 10:17 |
 | Yasha | 171 | 95.00% | 83.1 | 49.71% | -5.85% | +8.43% | +1.45% | -1.60% | 14:50 | 09:12 | 12:37 | 13:49 | 16:58 | 28:14 | 04:21 | 03:13 |
 | Black King Bar | 93 | 51.67% | 81.4 | 52.69% | +5.56% | -4.86% | -13.56% | -0.88% | 34:38 | 19:07 | 29:32 | 32:10 | 39:24 | 1:01:03 | 09:52 | 07:18 |
 | Morbid Mask | 127 | 70.56% | 79.7 | 50.39% | +1.33% | +5.86% | -3.51% | -2.80% | 12:15 | 03:14 | 06:49 | 08:05 | 10:10 | 52:10 | 03:21 | 02:28 |
 | Magic Stick | 143 | 79.44% | 78.0 | 46.85% | -15.31% | +3.15% | +3.15% | 0.00% | 00:48 | -01:29 | -01:29 | -01:29 | 02:14 | 20:39 | 03:43 | 02:45 |
 | Aghanim's Scepter | 145 | 80.56% | 76.3 | 46.21% | -19.50% | +12.12% | -10.10% | -5.27% | 24:57 | 19:09 | 22:27 | 24:23 | 26:40 | 45:52 | 04:13 | 03:07 |
 | Wraith Band | 84 | 46.67% | 74.6 | 48.81% | -2.23% | +3.57% | +8.33% | 4.20% | 02:53 | -00:02 | 01:53 | 02:12 | 03:01 | 23:11 | 01:08 | 00:50 |
 | Dragon Lance | 10 | 5.56% | 72.9 | 70.00% | +21.18% | -36.67% | +30.00% | 19.90% | 18:46 | 13:11 | 15:54 | 18:00 | 19:15 | 26:10 | 03:21 | 02:28 |
 | Falcon Blade | 75 | 41.67% | 71.2 | 44.00% | -10.29% | -1.89% | -12.42% | -2.64% | 08:06 | 03:46 | 05:45 | 08:14 | 09:44 | 14:21 | 03:59 | 02:57 |
 | Silver Edge | 17 | 9.44% | 69.5 | 58.82% | +9.74% | +16.18% | +16.18% | 0.00% | 37:16 | 29:50 | 32:11 | 35:17 | 37:56 | 1:02:49 | 05:45 | 04:15 |
 | Fluffy Hat | 77 | 42.78% | 67.8 | 42.86% | -12.48% | +9.77% | -6.02% | -3.11% | 06:51 | -01:29 | 04:03 | 07:13 | 09:08 | 18:56 | 05:05 | 03:45 |
 | Shadow Blade | 18 | 10.00% | 66.1 | 55.56% | +6.18% | +4.44% | -5.56% | -1.07% | 36:24 | 28:27 | 29:52 | 34:33 | 39:15 | 1:02:46 | 09:23 | 06:57 |
 | Crystalys | 52 | 28.89% | 64.4 | 42.31% | -10.82% | +19.23% | -19.23% | -5.03% | 35:32 | 19:26 | 31:00 | 34:16 | 38:39 | 52:24 | 07:39 | 05:40 |
 | Blink Dagger | 14 | 7.78% | 62.7 | 57.14% | +7.74% | +17.86% | -57.14% | -4.65% | 40:42 | 21:45 | 31:28 | 42:36 | 47:36 | 1:01:23 | 16:08 | 11:57 |
 | Diadem | 7 | 3.89% | 61.0 | 71.43% | +22.30% | -21.43% | +28.57% | 0.00% | 08:09 | 06:37 | 06:45 | 08:03 | 08:49 | 10:26 | 02:04 | 01:31 |
 | Phylactery | 7 | 3.89% | 59.3 | 71.43% | +22.30% | -71.43% | +28.57% | 0.00% | 10:56 | 09:54 | 10:00 | 10:24 | 10:45 | 13:28 | 00:45 | 00:33 |
 | Wind Lace | 5 | 2.78% | 57.6 | 80.00% | +30.86% | +20.00% | +20.00% | 0.00% | 13:54 | 12:07 | 12:07 | 14:07 | 14:13 | 15:20 | 02:06 | 01:33 |
 | Bottle | 12 | 6.67% | 55.9 | 58.33% | +8.93% | -25.00% | +8.34% | 33.34% | 02:01 | 01:17 | 01:41 | 01:54 | 02:05 | 02:52 | 00:24 | 00:17 |
 | Swift Blink | 8 | 4.44% | 54.2 | 62.50% | +13.08% | +37.50% | -62.50% | 0.00% | 47:20 | 35:36 | 42:17 | 46:02 | 48:21 | 1:01:40 | 06:04 | 04:29 |
 | Javelin | 11 | 6.11% | 52.5 | 54.55% | +4.85% | +45.45% | -21.22% | -10.50% | 38:39 | 30:13 | 33:15 | 35:58 | 39:36 | 53:25 | 06:21 | 04:42 |
 | Daedalus | 23 | 12.78% | 50.8 | 39.13% | -12.46% | +27.54% | -5.80% | -2.63% | 40:00 | 26:48 | 33:12 | 39:13 | 45:54 | 50:58 | 12:42 | 09:24 |
 | Hurricane Pike | 4 | 2.22% | 49.2 | 75.00% | +25.57% | -75.00% | +25.00% | 0.00% | 26:59 | 19:55 | 19:55 | 19:58 | 26:20 | 41:43 | 06:25 | 04:45 |
 | Force Staff | 4 | 2.22% | 47.5 | 75.00% | +25.57% | +25.00% | +25.00% | 0.00% | 26:00 | 17:50 | 17:50 | 18:57 | 25:47 | 41:25 | 07:57 | 05:53 |
 | Mjollnir | 2 | 1.11% | 45.8 | 100.00% | +50.56% | 0.00% | 0.00% | 0.00% | 38:50 | 37:10 | 37:10 | 40:30 | 40:30 | 40:30 | 03:20 | 02:28 |
 | Maelstrom | 2 | 1.11% | 44.1 | 100.00% | +50.56% | 0.00% | 0.00% | 0.00% | 31:44 | 30:13 | 30:13 | 33:15 | 33:15 | 33:15 | 03:02 | 02:14 |
 | Aghanim's Blessing | 21 | 11.67% | 42.4 | 33.33% | -18.87% | -33.33% | -13.33% | 2.56% | 49:00 | 39:27 | 44:12 | 49:38 | 52:01 | 1:02:15 | 07:49 | 05:47 |
 | Monkey King Bar | 9 | 5.00% | 40.7 | 44.44% | -5.85% | +55.56% | -44.44% | -10.77% | 40:55 | 32:02 | 36:01 | 38:14 | 45:18 | 53:39 | 09:17 | 06:52 |
 | Helm of Iron Will | 3 | 1.67% | 39.0 | 66.67% | +16.95% | +33.33% | 0.00% | 0.00% | 28:30 | 27:10 | 27:10 | 28:08 | 30:13 | 30:13 | 03:03 | 02:15 |
 | Nullifier | 3 | 1.67% | 37.3 | 66.67% | +16.95% | +33.33% | 0.00% | 0.00% | 29:15 | 28:01 | 28:01 | 28:35 | 31:08 | 31:08 | 03:07 | 02:18 |
 | Hand of Midas | 4 | 2.22% | 35.6 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 24:32 | 10:51 | 10:51 | 11:56 | 15:03 | 60:18 | 04:12 | 03:06 |
 | Boots of Travel | 1 | 0.56% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.56% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Mask of Madness | 5 | 2.78% | 30.5 | 40.00% | -10.29% | +60.00% | -40.00% | 0.00% | 22:47 | 09:03 | 09:03 | 23:05 | 27:58 | 32:53 | 18:55 | 14:00 |
 | Bracer | 5 | 2.78% | 28.8 | 40.00% | -10.29% | -40.00% | -40.00% | 0.00% | 03:16 | 01:52 | 01:52 | 02:17 | 02:26 | 07:31 | 00:34 | 00:25 |
 | Sange and Yasha | 6 | 3.33% | 27.1 | 33.33% | -17.24% | +16.67% | -33.33% | 0.00% | 18:08 | 15:37 | 16:44 | 16:56 | 20:19 | 20:21 | 03:35 | 02:39 |
 | Sange | 6 | 3.33% | 25.4 | 33.33% | -17.24% | +16.67% | -33.33% | 0.00% | 17:47 | 15:06 | 16:32 | 16:44 | 19:55 | 20:05 | 03:23 | 02:30 |
 | Diffusal Blade | 8 | 4.44% | 23.7 | 25.00% | -26.16% | +25.00% | +25.00% | 0.00% | 25:32 | 13:04 | 13:30 | 20:19 | 30:40 | 40:51 | 17:10 | 12:42 |
 | Orchid Malevolence | 2 | 1.11% | 22.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:52 | 22:45 | 22:45 | 36:59 | 36:59 | 36:59 | 14:14 | 10:32 |
 | Bloodthorn | 2 | 1.11% | 20.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 36:09 | 35:19 | 35:19 | 36:59 | 36:59 | 36:59 | 01:40 | 01:14 |
 | Octarine Core | 2 | 1.11% | 18.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 50:03 | 46:06 | 46:06 | 53:59 | 53:59 | 53:59 | 07:53 | 05:50 |
 | Mage Slayer | 2 | 1.11% | 16.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 35:33 | 34:43 | 34:43 | 36:23 | 36:23 | 36:23 | 01:40 | 01:14 |
 | Void Stone | 2 | 1.11% | 15.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 49:47 | 46:06 | 46:06 | 53:27 | 53:27 | 53:27 | 07:21 | 05:26 |
 | Moon Shard | 2 | 1.11% | 13.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 1:05:34 | 59:54 | 59:54 | 1:11:14 | 1:11:14 | 1:11:14 | 11:20 | 08:23 |
 | Disperser | 3 | 1.67% | 11.9 | 33.33% | -16.95% | +66.67% | 0.00% | 0.00% | 47:43 | 42:39 | 42:39 | 46:45 | 53:45 | 53:45 | 11:06 | 08:13 |
 | Quelling Blade | 7 | 3.89% | 10.2 | 14.29% | -37.16% | -14.29% | -14.29% | 0.00% | 00:26 | -01:29 | -01:29 | -01:29 | -01:29 | 11:55 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.56% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 1:02:29 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.56% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 60:48 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 1.11% | 5.1 | 0.00% | -50.56% | 0.00% | 0.00% | 0.00% | 10:18 | 07:34 | 07:34 | 13:02 | 13:02 | 13:02 | 05:28 | 04:02 |
 | Refresher Orb | 1 | 0.56% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:04 | 53:04 | 53:04 | 53:04 | 53:04 | 53:04 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.56% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:32 | 51:32 | 51:32 | 51:32 | 51:32 | 51:32 | 00:00 | 00:00 |