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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 | |
 | Crystalys | 38 | 67.86% | 100.0 | 71.05% | +43.27% | -1.05% | +6.73% | 1.31% | 27:00 | 17:04 | 22:53 | 24:11 | 28:49 | 49:11 | 05:56 | 04:23 |
 | Daedalus | 17 | 30.36% | 98.0 | 76.47% | +27.75% | -1.47% | -1.47% | 0.00% | 30:14 | 25:24 | 26:53 | 30:05 | 31:22 | 43:51 | 04:29 | 03:19 |
 | Overwhelming Blink | 5 | 8.93% | 96.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 38:26 | 34:08 | 34:08 | 38:48 | 42:31 | 42:32 | 08:23 | 06:12 |
 | Diadem | 38 | 67.86% | 94.0 | 65.79% | +26.90% | +4.21% | -32.46% | -4.01% | 26:15 | 12:05 | 21:00 | 26:20 | 30:08 | 39:43 | 09:08 | 06:45 |
 | Harpoon | 38 | 67.86% | 92.0 | 65.79% | +26.90% | -5.79% | -32.46% | -2.97% | 26:59 | 12:32 | 22:07 | 26:46 | 31:06 | 39:59 | 08:59 | 06:39 |
 | Satanic | 13 | 23.21% | 90.0 | 76.92% | +25.76% | +23.08% | -10.25% | -5.48% | 35:37 | 29:19 | 32:38 | 34:45 | 38:43 | 43:55 | 06:05 | 04:30 |
 | Silver Edge | 20 | 35.71% | 88.0 | 70.00% | +20.00% | +10.00% | +10.00% | 0.00% | 29:51 | 19:46 | 26:00 | 27:38 | 30:52 | 48:12 | 04:52 | 03:36 |
 | Shadow Blade | 20 | 35.71% | 86.0 | 70.00% | +20.00% | +10.00% | +10.00% | 0.00% | 28:46 | 16:52 | 25:22 | 26:43 | 28:34 | 47:36 | 03:12 | 02:22 |
 | Helm of Iron Will | 10 | 17.86% | 84.0 | 80.00% | +27.83% | +20.00% | -30.00% | 0.00% | 25:54 | 20:27 | 22:19 | 23:52 | 30:52 | 33:19 | 08:33 | 06:20 |
 | Nullifier | 10 | 17.86% | 82.0 | 80.00% | +27.83% | -13.33% | +20.00% | 0.00% | 27:42 | 22:10 | 23:58 | 26:03 | 31:45 | 33:31 | 07:47 | 05:45 |
 | Phase Boots | 10 | 17.86% | 80.0 | 80.00% | +27.83% | +20.00% | -30.00% | 0.00% | 06:09 | 05:39 | 05:54 | 06:04 | 06:18 | 06:54 | 00:24 | 00:17 |
 | Chainmail | 10 | 17.86% | 78.0 | 80.00% | +27.83% | -13.33% | -30.00% | 0.00% | 05:08 | 01:52 | 05:06 | 05:18 | 05:45 | 06:22 | 00:39 | 00:28 |
 | Black King Bar | 52 | 92.86% | 76.0 | 59.62% | +34.62% | +17.30% | -13.47% | -10.20% | 19:54 | 15:59 | 17:56 | 19:07 | 20:57 | 28:32 | 03:01 | 02:14 |
 | Cornucopia | 12 | 21.43% | 74.0 | 75.00% | +22.73% | +25.00% | -41.67% | -4.35% | 34:29 | 22:32 | 25:11 | 33:17 | 40:30 | 50:27 | 15:19 | 11:20 |
 | Quelling Blade | 56 | 100.00% | 72.0 | 57.14% | +57.14% | +14.29% | -7.14% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 00:54 | 00:00 | 00:00 |
 | Echo Sabre | 56 | 100.00% | 70.0 | 57.14% | +57.14% | +14.29% | -21.43% | -26.46% | 13:04 | 08:22 | 12:19 | 13:01 | 13:40 | 19:25 | 01:21 | 01:00 |
 | Boots of Speed | 56 | 100.00% | 68.0 | 57.14% | +57.14% | +28.57% | -21.43% | -44.12% | 03:39 | 01:19 | 03:08 | 03:31 | 04:16 | 06:55 | 01:08 | 00:50 |
 | Magic Stick | 50 | 89.29% | 66.0 | 58.00% | +8.00% | -34.92% | +0.33% | 35.25% | -00:48 | -01:29 | -01:29 | -01:29 | -01:28 | 04:53 | 00:01 | 00:00 |
 | Morbid Mask | 55 | 98.21% | 64.0 | 56.36% | -43.64% | +0.78% | +7.93% | 4.47% | 08:25 | 04:52 | 06:48 | 07:48 | 08:24 | 39:41 | 01:36 | 01:11 |
 | Blink Dagger | 47 | 83.93% | 62.0 | 57.45% | +1.89% | +9.22% | -7.45% | -5.85% | 16:50 | 12:31 | 14:47 | 15:51 | 17:38 | 26:45 | 02:51 | 02:06 |
 | Mask of Madness | 54 | 96.43% | 60.0 | 55.56% | -44.44% | +15.87% | -9.41% | -18.50% | 09:27 | 07:19 | 08:42 | 09:23 | 10:04 | 14:07 | 01:22 | 01:00 |
 | Mage Slayer | 4 | 7.14% | 58.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 25:50 | 17:44 | 17:44 | 19:48 | 32:07 | 33:41 | 14:23 | 10:39 |
 | Aghanim's Shard | 17 | 30.36% | 56.0 | 64.71% | +10.86% | -14.71% | +10.29% | 1.83% | 32:28 | 20:53 | 23:47 | 33:22 | 37:26 | 51:46 | 13:39 | 10:06 |
 | Magic Wand | 40 | 71.43% | 54.0 | 55.00% | -7.50% | -5.00% | +15.00% | 2.31% | 05:15 | -01:29 | 01:01 | 03:14 | 09:41 | 14:13 | 08:40 | 06:25 |
 | Power Treads | 46 | 82.14% | 52.0 | 52.17% | -27.83% | +31.16% | -6.72% | -29.91% | 05:55 | 03:37 | 05:07 | 05:30 | 06:23 | 09:51 | 01:16 | 00:56 |
 | Buckler | 12 | 21.43% | 50.0 | 66.67% | +12.12% | -33.34% | +33.33% | 7.52% | 28:22 | -01:29 | 23:53 | 27:27 | 32:45 | 46:27 | 08:52 | 06:34 |
 | Ring of Protection | 12 | 21.43% | 48.0 | 66.67% | +12.12% | -33.34% | +33.33% | 9.59% | 31:10 | 23:52 | 25:40 | 29:21 | 32:37 | 46:27 | 06:57 | 05:08 |
 | Swift Blink | 10 | 17.86% | 46.0 | 70.00% | +15.65% | -3.33% | -70.00% | 0.00% | 37:24 | 30:36 | 32:28 | 35:31 | 41:30 | 45:24 | 09:02 | 06:41 |
 | Assault Cuirass | 10 | 17.86% | 44.0 | 70.00% | +15.65% | -36.67% | +30.00% | 0.00% | 32:21 | 24:26 | 26:43 | 28:36 | 36:16 | 46:39 | 09:33 | 07:04 |
 | Bloodthorn | 3 | 5.36% | 42.0 | 100.00% | +45.28% | 0.00% | 0.00% | 0.00% | 29:55 | 22:47 | 22:47 | 33:16 | 33:41 | 33:41 | 10:54 | 08:04 |
 | Orchid Malevolence | 3 | 5.36% | 40.0 | 100.00% | +45.28% | 0.00% | 0.00% | 0.00% | 28:50 | 22:47 | 22:47 | 30:01 | 33:41 | 33:41 | 10:54 | 08:04 |
 | Wraith Band | 3 | 5.36% | 38.0 | 100.00% | +45.28% | 0.00% | 0.00% | 0.00% | 02:21 | 01:30 | 01:30 | 02:09 | 03:24 | 03:24 | 01:54 | 01:24 |
 | Linken's Sphere | 9 | 16.07% | 36.0 | 66.67% | +11.35% | +33.33% | -66.67% | 0.00% | 36:49 | 24:54 | 25:39 | 36:05 | 43:31 | 50:27 | 17:52 | 13:14 |
 | Moon Shard | 5 | 8.93% | 34.0 | 80.00% | +25.10% | -80.00% | +20.00% | 0.00% | 47:36 | 38:00 | 38:00 | 48:22 | 51:06 | 57:49 | 13:06 | 09:42 |
 | Sange | 4 | 7.14% | 32.0 | 75.00% | +19.23% | +25.00% | +25.00% | 0.00% | 15:27 | 11:43 | 11:43 | 15:26 | 17:12 | 17:28 | 05:29 | 04:03 |
 | Wind Lace | 2 | 3.57% | 30.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 09:17 | 09:05 | 09:05 | 09:28 | 09:28 | 09:28 | 00:23 | 00:17 |
 | Bracer | 17 | 30.36% | 28.0 | 41.18% | -22.92% | +8.82% | -41.18% | -44.78% | 01:38 | -01:29 | 00:51 | 01:49 | 01:58 | 04:01 | 01:07 | 00:49 |
 | Heaven's Halberd | 3 | 5.36% | 26.0 | 66.67% | +10.07% | -66.67% | 0.00% | 0.00% | 19:26 | 18:23 | 18:23 | 19:55 | 20:00 | 20:00 | 01:37 | 01:11 |
 | Disperser | 1 | 1.79% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.79% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.79% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 10:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.79% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 56:00 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.79% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Yasha | 1 | 1.79% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.79% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.79% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.79% | 8.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Javelin | 6 | 10.71% | 6.0 | 16.67% | -45.33% | -16.67% | -16.67% | 0.00% | 36:08 | 30:48 | 32:31 | 34:49 | 40:41 | 41:52 | 08:10 | 06:02 |
 | Monkey King Bar | 7 | 12.50% | 4.0 | 14.29% | -48.98% | -14.29% | -14.29% | 0.00% | 38:02 | 32:09 | 32:37 | 38:35 | 40:55 | 43:16 | 08:18 | 06:08 |
 | Refresher Orb | 1 | 1.79% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 44:05 | 00:00 | 00:00 |