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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 | 22 | 15.71% | 100.0 | 77.27% | +35.74% | -10.60% | +22.73% | 3.28% | 31:33 | 19:43 | 24:42 | 27:57 | 34:52 | 1:01:03 | 10:10 | 07:31 |
 | Eul's Scepter of Divinity | 26 | 18.57% | 98.2 | 69.23% | +27.12% | +2.20% | -19.23% | -2.16% | 34:54 | 22:01 | 28:26 | 34:33 | 38:22 | 53:19 | 09:56 | 07:21 |
 | Force Staff | 69 | 49.29% | 96.4 | 59.42% | +24.21% | +5.29% | -12.36% | -3.13% | 28:39 | 20:10 | 25:27 | 27:47 | 31:05 | 38:15 | 05:38 | 04:10 |
 | Fluffy Hat | 78 | 55.71% | 94.5 | 55.13% | +18.03% | -10.13% | -2.50% | 1.19% | 23:32 | 03:39 | 19:40 | 22:15 | 26:04 | 37:41 | 06:24 | 04:44 |
 | Tranquil Boots | 36 | 25.71% | 92.7 | 61.11% | +18.80% | -27.78% | +16.67% | 3.88% | 14:29 | 05:07 | 08:02 | 11:21 | 19:30 | 41:59 | 11:28 | 08:29 |
 | Void Stone | 42 | 30.00% | 90.9 | 59.52% | +17.68% | +4.12% | -19.52% | -2.32% | 34:01 | 18:41 | 28:51 | 34:33 | 39:02 | 51:15 | 10:11 | 07:32 |
 | Magic Wand | 88 | 62.86% | 89.1 | 53.41% | +16.87% | +5.68% | -3.41% | -0.93% | 13:22 | 01:41 | 07:41 | 12:12 | 17:25 | 43:58 | 09:44 | 07:12 |
 | Wind Lace | 91 | 65.00% | 87.3 | 52.75% | +16.02% | +3.77% | -4.92% | -1.26% | 06:34 | -01:29 | -01:29 | 04:22 | 08:24 | 43:08 | 09:53 | 07:19 |
 | Crystalys | 18 | 12.86% | 85.5 | 66.67% | +22.41% | +13.33% | +8.33% | -0.59% | 36:00 | 23:01 | 28:23 | 30:22 | 36:50 | 1:08:51 | 08:27 | 06:15 |
 | Magic Stick | 134 | 95.71% | 83.6 | 48.51% | +31.84% | +7.37% | -6.09% | -2.59% | 04:47 | -01:29 | 02:11 | 03:52 | 07:23 | 22:52 | 05:12 | 03:51 |
 | Blink Dagger | 137 | 97.86% | 81.8 | 48.18% | +48.18% | +10.64% | -7.00% | -3.54% | 16:40 | 10:16 | 13:38 | 16:40 | 18:37 | 32:35 | 04:59 | 03:41 |
 | Boots of Speed | 140 | 100.00% | 80.0 | 47.14% | +47.14% | -4.28% | +1.43% | 2.20% | 03:52 | -01:29 | 03:08 | 04:16 | 05:44 | 11:01 | 02:36 | 01:55 |
 | Quelling Blade | 54 | 38.57% | 78.2 | 42.59% | -7.41% | +28.84% | -11.82% | 0.00% | 00:20 | -01:30 | -01:29 | -01:29 | -01:29 | 18:58 | 00:00 | 00:00 |
 | Power Treads | 19 | 13.57% | 76.4 | 52.63% | +6.35% | -12.63% | -12.63% | 0.00% | 07:37 | 06:00 | 06:53 | 07:18 | 07:37 | 13:59 | 00:44 | 00:32 |
 | Bottle | 42 | 30.00% | 74.5 | 42.86% | -6.12% | +2.59% | +7.14% | 4.55% | 02:35 | 01:02 | 01:30 | 01:40 | 01:46 | 32:37 | 00:16 | 00:11 |
 | Aghanim's Shard | 5 | 3.57% | 72.7 | 80.00% | +34.07% | +20.00% | -80.00% | 0.00% | 48:30 | 32:26 | 32:26 | 42:22 | 47:01 | 1:20:00 | 14:35 | 10:48 |
 | Ghost Scepter | 20 | 14.29% | 70.9 | 50.00% | +3.33% | +10.00% | -30.00% | -3.43% | 33:54 | 20:19 | 28:50 | 31:07 | 40:29 | 49:06 | 11:39 | 08:37 |
 | Black King Bar | 23 | 16.43% | 69.1 | 47.83% | +0.82% | +2.17% | +18.84% | 3.04% | 28:09 | 22:02 | 24:01 | 26:00 | 29:30 | 40:12 | 05:29 | 04:03 |
 | Chainmail | 44 | 31.43% | 67.3 | 40.91% | -9.09% | -4.55% | -13.64% | -0.85% | 13:05 | 04:06 | 06:44 | 10:56 | 17:25 | 34:51 | 10:41 | 07:54 |
 | Daedalus | 10 | 7.14% | 65.5 | 60.00% | +13.85% | +6.67% | -10.00% | -1.15% | 44:54 | 32:51 | 36:44 | 37:53 | 51:14 | 1:11:12 | 14:30 | 10:44 |
 | Phase Boots | 43 | 30.71% | 63.6 | 39.53% | -10.99% | -3.17% | -12.26% | -0.94% | 13:58 | 05:44 | 07:47 | 12:18 | 17:25 | 34:58 | 09:38 | 07:08 |
 | Echo Sabre | 31 | 22.14% | 61.8 | 41.94% | -6.68% | -4.44% | -29.44% | -13.89% | 19:43 | 16:16 | 18:34 | 19:22 | 20:22 | 24:27 | 01:48 | 01:20 |
 | Lotus Orb | 8 | 5.71% | 60.0 | 62.50% | +16.29% | -12.50% | -12.50% | 0.00% | 36:46 | 26:55 | 33:01 | 35:17 | 41:28 | 43:49 | 08:27 | 06:15 |
 | Shadow Blade | 8 | 5.71% | 58.2 | 62.50% | +16.29% | -12.50% | -12.50% | 0.00% | 36:54 | 30:49 | 31:36 | 32:50 | 41:52 | 43:12 | 10:16 | 07:36 |
 | Ring of Health | 9 | 6.43% | 56.4 | 55.56% | +9.00% | -55.56% | -5.56% | 4.60% | 37:06 | 26:03 | 32:02 | 34:35 | 42:54 | 51:15 | 10:52 | 08:02 |
 | Silver Edge | 4 | 2.86% | 54.5 | 75.00% | +28.68% | +25.00% | +25.00% | 0.00% | 39:52 | 32:50 | 32:50 | 39:50 | 42:46 | 44:01 | 09:56 | 07:21 |
 | Arcane Boots | 16 | 11.43% | 52.7 | 43.75% | -3.83% | -18.75% | +31.25% | 4.08% | 21:42 | 08:03 | 12:36 | 22:03 | 24:51 | 38:06 | 12:15 | 09:04 |
 | Moon Shard | 2 | 1.43% | 50.9 | 100.00% | +53.62% | 0.00% | 0.00% | 0.00% | 42:22 | 33:33 | 33:33 | 51:11 | 51:11 | 51:11 | 17:38 | 13:03 |
 | Ring of Basilius | 2 | 1.43% | 49.1 | 100.00% | +53.62% | 0.00% | 0.00% | 0.00% | 12:22 | 06:58 | 06:58 | 17:46 | 17:46 | 17:46 | 10:48 | 08:00 |
 | Drum of Endurance | 2 | 1.43% | 47.3 | 100.00% | +53.62% | 0.00% | 0.00% | 0.00% | 33:31 | 28:44 | 28:44 | 38:18 | 38:18 | 38:18 | 09:34 | 07:05 |
 | Ring of Protection | 11 | 7.86% | 45.5 | 45.45% | -1.84% | -12.12% | +21.22% | 33.34% | 08:46 | -01:29 | -01:29 | -01:29 | -01:23 | 45:24 | 00:06 | 00:04 |
 | Scythe of Vyse | 5 | 3.57% | 43.6 | 60.00% | +13.33% | -60.00% | +40.00% | 0.00% | 41:04 | 37:38 | 37:38 | 39:14 | 43:17 | 46:04 | 05:39 | 04:11 |
 | Aether Lens | 10 | 7.14% | 41.8 | 40.00% | -7.69% | -6.67% | +10.00% | 0.84% | 42:26 | 30:10 | 31:56 | 39:37 | 51:51 | 59:21 | 19:55 | 14:45 |
 | Buckler | 3 | 2.14% | 40.0 | 66.67% | +19.95% | +33.33% | 0.00% | 0.00% | 36:06 | 24:47 | 24:47 | 38:05 | 45:25 | 45:25 | 20:38 | 15:17 |
 | Veil of Discord | 1 | 0.71% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Headdress | 1 | 0.71% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.71% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.71% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.71% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Crown | 1 | 0.71% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.71% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.71% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Wraith Band | 5 | 3.57% | 23.6 | 40.00% | -7.41% | +60.00% | -40.00% | 0.00% | -00:27 | -01:28 | -01:28 | -01:28 | -01:23 | 03:33 | 00:05 | 00:03 |
 | Kaya | 2 | 1.43% | 21.8 | 50.00% | +2.90% | -50.00% | 0.00% | 0.00% | 28:47 | 24:25 | 24:25 | 33:09 | 33:09 | 33:09 | 08:44 | 06:28 |
 | Ethereal Blade | 2 | 1.43% | 20.0 | 50.00% | +2.90% | -50.00% | 0.00% | 0.00% | 32:52 | 31:13 | 31:13 | 34:31 | 34:31 | 34:31 | 03:18 | 02:26 |
 | Assault Cuirass | 2 | 1.43% | 18.2 | 50.00% | +2.90% | -50.00% | 0.00% | 0.00% | 42:28 | 38:27 | 38:27 | 46:28 | 46:28 | 46:28 | 08:01 | 05:56 |
 | Boots of Travel | 3 | 2.14% | 16.4 | 33.33% | -14.12% | +66.67% | 0.00% | 0.00% | 46:56 | 38:31 | 38:31 | 50:35 | 51:41 | 51:41 | 13:10 | 09:45 |
 | Hand of Midas | 3 | 2.14% | 14.5 | 33.33% | -14.12% | -33.33% | 0.00% | 0.00% | 17:37 | 16:52 | 16:52 | 16:56 | 19:04 | 19:04 | 02:12 | 01:37 |
 | Wind Waker | 3 | 2.14% | 12.7 | 33.33% | -14.12% | +66.67% | 0.00% | 0.00% | 52:27 | 44:38 | 44:38 | 56:15 | 56:27 | 56:27 | 11:49 | 08:45 |
 | Glimmer Cape | 4 | 2.86% | 10.9 | 25.00% | -22.79% | +75.00% | -25.00% | 0.00% | 40:45 | 25:11 | 25:11 | 37:20 | 48:48 | 51:41 | 23:37 | 17:29 |
 | Octarine Core | 4 | 2.86% | 9.1 | 25.00% | -22.79% | -25.00% | -25.00% | 0.00% | 42:22 | 35:46 | 35:46 | 42:06 | 43:16 | 48:19 | 07:30 | 05:33 |
 | Bracer | 1 | 0.71% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.71% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.71% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.71% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:07 | 1:24:07 | 1:24:07 | 1:24:07 | 1:24:07 | 1:24:07 | 00:00 | 00:00 |