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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 | |
 | Buckler | 62 | 23.31% | 100.0 | 75.81% | +29.24% | +17.94% | -15.81% | -6.12% | 32:22 | 22:11 | 29:09 | 31:42 | 34:40 | 46:25 | 05:31 | 04:05 |
 | Assault Cuirass | 56 | 21.05% | 98.5 | 75.00% | +27.38% | +17.86% | -17.86% | -6.68% | 33:10 | 22:46 | 29:52 | 32:25 | 35:13 | 46:41 | 05:21 | 03:57 |
 | Moon Shard | 40 | 15.04% | 97.0 | 77.50% | +28.38% | -7.50% | -17.50% | -0.46% | 29:58 | 13:00 | 15:19 | 29:27 | 37:16 | 1:05:11 | 21:57 | 16:15 |
 | Crystalys | 158 | 59.40% | 95.5 | 60.13% | +16.61% | +12.37% | -21.67% | -5.45% | 27:05 | 16:03 | 23:58 | 26:59 | 30:13 | 52:50 | 06:15 | 04:37 |
 | Blink Dagger | 200 | 75.19% | 94.0 | 59.00% | +22.64% | -1.00% | -13.00% | -0.94% | 20:07 | 07:42 | 13:21 | 17:50 | 26:08 | 51:21 | 12:47 | 09:28 |
 | Ring of Protection | 91 | 34.21% | 92.5 | 62.64% | +14.07% | -23.51% | +6.93% | 1.10% | 21:02 | -01:29 | 04:29 | 28:25 | 32:04 | 46:25 | 27:35 | 20:25 |
 | Silver Edge | 147 | 55.26% | 91.0 | 59.86% | +14.48% | +18.52% | -16.62% | -5.53% | 27:54 | 18:15 | 24:18 | 27:21 | 30:39 | 53:05 | 06:21 | 04:42 |
 | Satanic | 41 | 15.41% | 89.6 | 68.29% | +17.62% | +11.71% | -18.29% | -3.95% | 37:24 | 23:26 | 33:16 | 37:13 | 40:52 | 51:39 | 07:36 | 05:37 |
 | Morbid Mask | 55 | 20.68% | 88.1 | 65.45% | +15.21% | -15.45% | -8.31% | 0.73% | 31:02 | 06:57 | 27:11 | 33:42 | 36:54 | 50:22 | 09:43 | 07:11 |
 | Black King Bar | 204 | 76.69% | 86.6 | 54.90% | +6.51% | +25.49% | -25.49% | -10.62% | 25:16 | 18:21 | 22:07 | 24:05 | 26:55 | 49:38 | 04:48 | 03:33 |
 | Magic Wand | 171 | 64.29% | 85.1 | 55.56% | +6.09% | +4.91% | +7.23% | 0.35% | 06:56 | -01:29 | 03:42 | 06:09 | 10:23 | 22:41 | 06:41 | 04:57 |
 | Shadow Blade | 183 | 68.80% | 83.6 | 55.19% | +5.79% | +12.20% | +14.38% | 0.35% | 20:36 | 12:33 | 16:40 | 18:42 | 22:50 | 42:35 | 06:10 | 04:34 |
 | Magic Stick | 223 | 83.83% | 82.1 | 54.26% | +5.42% | +4.67% | -4.26% | -3.75% | 01:57 | -01:30 | -01:29 | 01:17 | 03:52 | 21:51 | 05:21 | 03:57 |
 | Boots of Speed | 266 | 100.00% | 80.6 | 53.38% | +53.38% | +9.31% | -20.05% | -18.35% | 03:37 | -01:29 | 02:58 | 03:34 | 04:34 | 09:22 | 01:36 | 01:11 |
 | Quelling Blade | 230 | 86.47% | 79.1 | 53.48% | +0.70% | -1.76% | -2.60% | 0.00% | -01:01 | -01:30 | -01:29 | -01:29 | -01:29 | 11:07 | 00:00 | 00:00 |
 | Echo Sabre | 206 | 77.44% | 77.6 | 53.88% | +2.21% | +13.43% | +2.98% | -3.03% | 13:42 | 09:35 | 11:12 | 12:05 | 14:39 | 29:28 | 03:27 | 02:33 |
 | Aghanim's Shard | 202 | 75.94% | 76.1 | 53.47% | +0.34% | +15.16% | -5.47% | -6.41% | 18:07 | 15:00 | 15:11 | 16:03 | 18:24 | 48:28 | 03:13 | 02:22 |
 | Power Treads | 211 | 79.32% | 74.6 | 53.08% | -1.47% | +9.18% | -7.80% | -11.71% | 06:28 | 03:40 | 05:19 | 05:58 | 06:46 | 20:12 | 01:27 | 01:04 |
 | Swift Blink | 16 | 6.02% | 73.1 | 75.00% | +23.00% | +25.00% | -50.00% | -12.61% | 47:01 | 36:56 | 43:43 | 46:56 | 49:40 | 57:50 | 05:57 | 04:24 |
 | Bottle | 38 | 14.29% | 71.6 | 63.16% | +11.41% | -3.16% | -29.83% | -26.67% | 01:35 | 00:46 | 01:20 | 01:30 | 01:44 | 03:37 | 00:24 | 00:17 |
 | Wind Lace | 46 | 17.29% | 70.1 | 56.52% | +3.79% | +10.15% | -1.97% | -1.80% | 07:51 | -01:29 | 04:44 | 05:47 | 11:28 | 22:27 | 06:44 | 04:59 |
 | Eul's Scepter of Divinity | 7 | 2.63% | 68.7 | 85.71% | +33.20% | +14.29% | -35.71% | 0.00% | 27:51 | 22:40 | 23:52 | 27:29 | 30:37 | 33:38 | 06:45 | 05:00 |
 | Wraith Band | 60 | 22.56% | 67.2 | 48.33% | -6.52% | -1.66% | -1.66% | 0.00% | 00:47 | -01:30 | -01:29 | 01:30 | 02:10 | 06:25 | 03:39 | 02:42 |
 | Phase Boots | 25 | 9.40% | 65.7 | 56.00% | +2.89% | -6.00% | -6.00% | 0.00% | 10:50 | 05:37 | 07:23 | 11:29 | 14:17 | 15:46 | 06:54 | 05:06 |
 | Chainmail | 25 | 9.40% | 64.2 | 56.00% | +2.89% | -6.00% | -6.00% | 0.00% | 10:06 | 04:06 | 06:45 | 11:02 | 13:39 | 15:14 | 06:54 | 05:06 |
 | Tranquil Boots | 21 | 7.89% | 62.7 | 57.14% | +4.08% | +22.86% | -37.14% | -15.93% | 08:58 | 03:04 | 04:43 | 07:08 | 08:29 | 38:26 | 03:46 | 02:47 |
 | Void Stone | 21 | 7.89% | 61.2 | 57.14% | +4.08% | +22.86% | -17.14% | -1.58% | 38:07 | 19:25 | 24:22 | 32:34 | 49:40 | 1:09:01 | 25:18 | 18:44 |
 | Fluffy Hat | 14 | 5.26% | 59.7 | 57.14% | +3.97% | -7.14% | -23.81% | -1.67% | 26:11 | 19:14 | 21:34 | 24:23 | 31:34 | 35:36 | 10:00 | 07:24 |
 | Force Staff | 14 | 5.26% | 58.2 | 57.14% | +3.97% | +17.86% | -23.81% | -5.33% | 27:39 | 21:34 | 23:45 | 27:01 | 31:34 | 35:36 | 07:49 | 05:47 |
 | Overwhelming Blink | 7 | 2.63% | 56.7 | 71.43% | +18.53% | +28.57% | -21.43% | 0.00% | 44:40 | 30:19 | 36:39 | 47:34 | 48:46 | 54:39 | 12:07 | 08:58 |
 | Monkey King Bar | 5 | 1.88% | 55.2 | 80.00% | +27.13% | +20.00% | +20.00% | 0.00% | 40:12 | 29:43 | 29:43 | 34:51 | 43:43 | 58:02 | 14:00 | 10:22 |
 | Javelin | 5 | 1.88% | 53.7 | 80.00% | +27.13% | +20.00% | +20.00% | 0.00% | 39:41 | 28:28 | 28:28 | 34:43 | 43:36 | 57:12 | 15:08 | 11:12 |
 | Soul Ring | 29 | 10.90% | 52.2 | 44.83% | -9.60% | +12.31% | +12.31% | 0.00% | 06:50 | 01:12 | 03:37 | 06:20 | 09:20 | 20:52 | 05:43 | 04:14 |
 | Crown | 2 | 0.75% | 50.7 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% | 19:55 | 18:29 | 18:29 | 21:21 | 21:21 | 21:21 | 02:52 | 02:07 |
 | Veil of Discord | 2 | 0.75% | 49.3 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% | 20:38 | 19:02 | 19:02 | 22:14 | 22:14 | 22:14 | 03:12 | 02:22 |
 | Ring of Health | 11 | 4.14% | 47.8 | 45.45% | -8.28% | +21.22% | -45.45% | -2.49% | 43:28 | 05:20 | 25:57 | 50:43 | 52:43 | 1:09:01 | 26:46 | 19:49 |
 | Refresher Orb | 5 | 1.88% | 46.3 | 60.00% | +6.74% | +40.00% | -60.00% | 0.00% | 58:29 | 50:53 | 50:53 | 53:06 | 1:08:10 | 1:09:22 | 17:17 | 12:48 |
 | Mage Slayer | 5 | 1.88% | 44.8 | 60.00% | +6.74% | -60.00% | +40.00% | 0.00% | 39:38 | 29:14 | 29:14 | 44:10 | 45:12 | 49:22 | 15:58 | 11:49 |
 | Bracer | 22 | 8.27% | 43.3 | 31.82% | -23.51% | +1.51% | -11.82% | -10.52% | 02:25 | -01:29 | 01:38 | 02:04 | 02:54 | 07:21 | 01:16 | 00:56 |
 | Hand of Midas | 13 | 4.89% | 41.8 | 38.46% | -15.69% | +28.21% | -5.13% | -10.31% | 09:13 | 06:14 | 07:18 | 08:22 | 10:32 | 13:24 | 03:14 | 02:23 |
 | Divine Rapier | 3 | 1.13% | 40.3 | 66.67% | +13.44% | -66.67% | 0.00% | 0.00% | 54:23 | 45:00 | 45:00 | 58:17 | 59:53 | 59:53 | 14:53 | 11:01 |
 | Ring of Basilius | 3 | 1.13% | 38.8 | 66.67% | +13.44% | -66.67% | 0.00% | 0.00% | 06:05 | 02:39 | 02:39 | 06:51 | 08:45 | 08:45 | 06:06 | 04:31 |
 | Mask of Madness | 7 | 2.63% | 37.3 | 42.86% | -10.81% | +7.14% | -42.86% | 0.00% | 10:56 | 09:28 | 09:37 | 10:04 | 11:33 | 13:53 | 01:56 | 01:25 |
 | Kaya | 4 | 1.50% | 35.8 | 50.00% | -3.44% | -50.00% | +50.00% | 0.00% | 27:26 | 23:46 | 23:46 | 24:02 | 30:38 | 31:17 | 06:52 | 05:05 |
 | Bloodthorn | 4 | 1.50% | 34.3 | 50.00% | -3.44% | +50.00% | -50.00% | 0.00% | 48:48 | 45:12 | 45:12 | 46:04 | 49:48 | 54:08 | 04:36 | 03:24 |
 | Butterfly | 1 | 0.38% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.38% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 02:43 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.38% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 05:29 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.38% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Yasha | 1 | 0.38% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.38% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.38% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Orchid Malevolence | 6 | 2.26% | 22.4 | 33.33% | -20.52% | -33.33% | -33.33% | 0.00% | 44:11 | 36:18 | 38:48 | 42:03 | 49:40 | 54:05 | 10:52 | 08:02 |
 | Ghost Scepter | 7 | 2.63% | 20.9 | 28.57% | -25.48% | -28.57% | +21.43% | 0.00% | 28:51 | 16:45 | 24:35 | 27:39 | 28:26 | 44:17 | 03:51 | 02:51 |
 | Ethereal Blade | 2 | 0.75% | 19.4 | 50.00% | -3.41% | -50.00% | 0.00% | 0.00% | 29:23 | 25:56 | 25:56 | 32:50 | 32:50 | 32:50 | 06:54 | 05:06 |
 | Sange | 2 | 0.75% | 17.9 | 50.00% | -3.41% | +50.00% | 0.00% | 0.00% | 34:23 | 22:12 | 22:12 | 46:33 | 46:33 | 46:33 | 24:21 | 18:02 |
 | Lotus Orb | 3 | 1.13% | 16.4 | 33.33% | -20.28% | +66.67% | 0.00% | 0.00% | 34:29 | 25:46 | 25:46 | 30:49 | 46:51 | 46:51 | 21:05 | 15:37 |
 | Nullifier | 4 | 1.50% | 14.9 | 0.00% | -54.20% | 0.00% | 0.00% | 0.00% | 49:41 | 36:17 | 36:17 | 37:50 | 1:01:27 | 1:03:11 | 25:10 | 18:38 |
 | Helm of Iron Will | 4 | 1.50% | 13.4 | 0.00% | -54.20% | 0.00% | 0.00% | 0.00% | 48:39 | 35:47 | 35:47 | 37:39 | 58:34 | 1:02:34 | 22:47 | 16:52 |
 | Aeon Disk | 1 | 0.38% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.38% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.38% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.38% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 54:29 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.38% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:27 | 57:27 | 57:27 | 57:27 | 57:27 | 57:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 0.75% | 4.5 | 0.00% | -53.79% | 0.00% | 0.00% | 0.00% | 47:22 | 44:15 | 44:15 | 50:29 | 50:29 | 50:29 | 06:14 | 04:37 |
 | Arcane Boots | 1 | 0.38% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.38% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 00:00 | 00:00 |