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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 | |
 | Void Stone | 58 | 19.93% | 100.0 | 82.76% | +37.27% | +10.57% | -4.19% | -1.47% | 30:50 | 17:57 | 24:21 | 28:59 | 34:22 | 54:22 | 10:01 | 07:25 |
 | Eul's Scepter of Divinity | 40 | 13.75% | 98.6 | 85.00% | +37.19% | +15.00% | -5.00% | -2.20% | 31:24 | 23:27 | 26:26 | 29:25 | 35:31 | 51:26 | 09:05 | 06:43 |
 | Tranquil Boots | 146 | 50.17% | 97.3 | 58.22% | +10.63% | -4.17% | -5.44% | -0.31% | 08:51 | 03:00 | 05:46 | 07:21 | 09:51 | 29:51 | 04:05 | 03:01 |
 | Force Staff | 112 | 38.49% | 95.9 | 58.93% | +9.77% | +1.78% | -12.50% | -2.66% | 28:25 | 19:33 | 25:35 | 27:54 | 30:57 | 41:12 | 05:22 | 03:58 |
 | Wind Lace | 201 | 69.07% | 94.6 | 55.72% | +9.05% | +8.28% | -3.72% | -2.45% | 06:09 | -01:29 | 03:06 | 05:24 | 08:00 | 29:24 | 04:54 | 03:37 |
 | Fluffy Hat | 127 | 43.64% | 93.2 | 57.48% | +8.09% | -1.23% | -4.35% | -0.47% | 22:58 | 09:26 | 18:48 | 22:00 | 25:30 | 40:58 | 06:42 | 04:57 |
 | Ring of Health | 22 | 7.56% | 91.9 | 72.73% | +21.43% | -6.06% | +7.27% | 1.29% | 31:57 | 23:08 | 26:48 | 30:03 | 37:07 | 48:23 | 10:19 | 07:38 |
 | Magic Stick | 262 | 90.03% | 90.5 | 54.20% | +12.82% | +4.89% | -6.51% | -2.37% | 04:13 | -01:29 | 01:50 | 02:57 | 06:39 | 32:17 | 04:49 | 03:34 |
 | Magic Wand | 191 | 65.64% | 89.2 | 54.97% | +5.97% | +1.28% | -2.89% | -0.69% | 09:51 | -01:29 | 06:00 | 08:33 | 12:04 | 37:26 | 06:04 | 04:29 |
 | Boots of Speed | 291 | 100.00% | 87.8 | 52.92% | +52.92% | +0.50% | -0.87% | -0.39% | 02:43 | -01:30 | -01:29 | 03:38 | 04:58 | 09:50 | 06:27 | 04:46 |
 | Aeon Disk | 6 | 2.06% | 86.5 | 100.00% | +48.07% | 0.00% | 0.00% | 0.00% | 38:59 | 31:28 | 34:02 | 36:45 | 43:07 | 48:49 | 09:05 | 06:43 |
 | Blink Dagger | 289 | 99.31% | 85.1 | 52.60% | -47.40% | -2.60% | -9.54% | -1.45% | 16:06 | 08:32 | 13:26 | 16:08 | 18:13 | 30:14 | 04:47 | 03:32 |
 | Lotus Orb | 11 | 3.78% | 83.8 | 81.82% | +30.03% | -15.15% | +18.18% | 4.58% | 36:38 | 26:37 | 32:13 | 37:21 | 39:30 | 48:23 | 07:17 | 05:23 |
 | Ring of Protection | 50 | 17.18% | 82.4 | 60.00% | +8.55% | -13.85% | -1.67% | 0.90% | 13:16 | -01:29 | 05:29 | 08:54 | 19:00 | 47:01 | 13:31 | 10:00 |
 | Power Treads | 94 | 32.30% | 81.1 | 52.13% | -1.17% | +22.87% | -13.00% | -17.64% | 08:30 | 04:18 | 06:27 | 07:07 | 08:29 | 24:34 | 02:02 | 01:30 |
 | Wind Waker | 5 | 1.72% | 79.7 | 100.00% | +47.90% | 0.00% | 0.00% | 0.00% | 47:42 | 35:52 | 35:52 | 48:37 | 51:26 | 59:44 | 15:34 | 11:31 |
 | Quelling Blade | 119 | 40.89% | 78.4 | 49.58% | -5.65% | +7.09% | +0.42% | 0.00% | -00:22 | -01:29 | -01:29 | -01:29 | -01:29 | 17:22 | 00:00 | 00:00 |
 | Soul Ring | 36 | 12.37% | 77.0 | 58.33% | +6.17% | -13.89% | +8.34% | 10.42% | 09:46 | 04:54 | 07:47 | 09:06 | 09:55 | 18:48 | 02:08 | 01:34 |
 | Moon Shard | 18 | 6.19% | 75.7 | 66.67% | +14.66% | +13.33% | -41.67% | -2.74% | 28:27 | 13:51 | 16:41 | 29:01 | 36:47 | 49:04 | 20:06 | 14:53 |
 | Aghanim's Shard | 52 | 17.87% | 74.3 | 53.85% | +1.13% | +30.77% | -38.47% | -6.06% | 26:22 | 15:01 | 18:26 | 24:31 | 29:51 | 49:27 | 11:25 | 08:27 |
 | Black King Bar | 89 | 30.58% | 73.0 | 49.44% | -5.02% | +14.20% | -8.53% | -4.79% | 27:44 | 19:56 | 24:14 | 25:42 | 28:59 | 1:07:57 | 04:45 | 03:31 |
 | Echo Sabre | 97 | 33.33% | 71.6 | 48.45% | -6.70% | +18.22% | -15.12% | -9.76% | 18:41 | 10:34 | 16:48 | 18:29 | 20:13 | 35:22 | 03:25 | 02:31 |
 | Bottle | 93 | 31.96% | 70.3 | 45.16% | -11.41% | +7.01% | -6.03% | -13.04% | 01:41 | 00:50 | 01:25 | 01:37 | 01:43 | 05:54 | 00:18 | 00:13 |
 | Ghost Scepter | 23 | 7.90% | 68.9 | 56.52% | +3.91% | +26.81% | -23.19% | -6.74% | 32:38 | 23:12 | 27:11 | 33:03 | 34:36 | 50:54 | 07:25 | 05:29 |
 | Crystalys | 40 | 13.75% | 67.6 | 50.00% | -3.39% | +20.00% | -20.00% | -4.05% | 31:45 | 21:16 | 26:09 | 29:51 | 36:01 | 48:11 | 09:52 | 07:18 |
 | Shadow Blade | 45 | 15.46% | 66.2 | 48.89% | -4.77% | +23.84% | -12.53% | -3.53% | 30:44 | 19:24 | 23:54 | 30:53 | 34:13 | 46:18 | 10:19 | 07:38 |
 | Morbid Mask | 12 | 4.12% | 64.9 | 66.67% | +14.34% | +33.33% | +33.33% | 0.00% | 33:17 | 24:16 | 29:29 | 31:31 | 34:41 | 47:01 | 05:12 | 03:51 |
 | Silver Edge | 26 | 8.93% | 63.5 | 50.00% | -3.21% | +21.43% | -33.33% | -6.22% | 34:06 | 23:07 | 29:19 | 34:50 | 38:07 | 46:42 | 08:48 | 06:31 |
 | Chainmail | 27 | 9.28% | 62.2 | 48.15% | -5.26% | +8.99% | +8.99% | 0.00% | 10:19 | 03:58 | 06:34 | 07:45 | 10:24 | 31:50 | 03:50 | 02:50 |
 | Phase Boots | 25 | 8.59% | 60.8 | 48.00% | -5.38% | +2.00% | +2.00% | 0.00% | 09:53 | 06:05 | 06:52 | 08:18 | 12:14 | 18:42 | 05:22 | 03:58 |
 | Glimmer Cape | 3 | 1.03% | 59.5 | 100.00% | +47.57% | 0.00% | 0.00% | 0.00% | 28:47 | 21:25 | 21:25 | 30:23 | 34:32 | 34:32 | 13:07 | 09:42 |
 | Buckler | 12 | 4.12% | 58.1 | 58.33% | +5.64% | +8.34% | +8.34% | 0.00% | 31:56 | 21:09 | 22:32 | 31:29 | 34:24 | 47:01 | 11:52 | 08:47 |
 | Assault Cuirass | 5 | 1.72% | 56.8 | 80.00% | +27.55% | +20.00% | -80.00% | 0.00% | 34:01 | 24:52 | 24:52 | 35:28 | 36:52 | 41:03 | 12:00 | 08:53 |
 | Arcane Boots | 14 | 4.81% | 55.4 | 50.00% | -3.07% | -50.00% | +16.67% | 6.46% | 13:04 | 04:05 | 08:30 | 09:40 | 18:49 | 27:06 | 10:19 | 07:38 |
 | Aghanim's Scepter | 18 | 6.19% | 54.1 | 44.44% | -9.04% | +35.56% | -19.44% | -6.76% | 27:27 | 19:38 | 23:13 | 26:42 | 31:21 | 40:22 | 08:08 | 06:01 |
 | Crown | 4 | 1.37% | 52.7 | 75.00% | +22.39% | +25.00% | +25.00% | 0.00% | 27:55 | 26:00 | 26:00 | 27:12 | 28:49 | 29:37 | 02:49 | 02:05 |
 | Bracer | 4 | 1.37% | 51.4 | 75.00% | +22.39% | -75.00% | +25.00% | 0.00% | 03:21 | 01:30 | 01:30 | 02:31 | 02:33 | 06:51 | 01:03 | 00:46 |
 | Dagon | 2 | 0.69% | 50.0 | 100.00% | +47.40% | 0.00% | 0.00% | 0.00% | 28:25 | 27:12 | 27:12 | 29:37 | 29:37 | 29:37 | 02:25 | 01:47 |
 | Ring of Basilius | 8 | 2.75% | 48.6 | 50.00% | -3.00% | +50.00% | 0.00% | -8.60% | 31:31 | 22:32 | 26:00 | 30:35 | 31:49 | 47:01 | 05:49 | 04:18 |
 | Vladmir's Offering | 5 | 1.72% | 47.3 | 60.00% | +7.20% | +40.00% | +40.00% | 0.00% | 33:20 | 24:16 | 24:16 | 31:49 | 32:19 | 47:01 | 08:03 | 05:57 |
 | Wraith Pact | 3 | 1.03% | 45.9 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 31:44 | 25:25 | 25:25 | 32:04 | 37:43 | 37:43 | 12:18 | 09:06 |
 | Satanic | 3 | 1.03% | 44.6 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 37:07 | 34:05 | 34:05 | 38:29 | 38:48 | 38:48 | 04:43 | 03:29 |
 | Kaya | 4 | 1.37% | 43.2 | 50.00% | -2.96% | +50.00% | +50.00% | 0.00% | 44:09 | 41:35 | 41:35 | 42:14 | 43:09 | 49:37 | 01:34 | 01:09 |
 | Ethereal Blade | 4 | 1.37% | 41.9 | 50.00% | -2.96% | +50.00% | +50.00% | 0.00% | 44:20 | 42:01 | 42:01 | 42:17 | 43:09 | 49:51 | 01:08 | 00:50 |
 | Drum of Endurance | 4 | 1.37% | 40.5 | 50.00% | -2.96% | +50.00% | +50.00% | 0.00% | 27:23 | 23:21 | 23:21 | 24:48 | 30:15 | 31:06 | 06:54 | 05:06 |
 | Spirit Vessel | 1 | 0.34% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.34% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.34% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.34% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.34% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.34% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.34% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.34% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Javelin | 1 | 0.34% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.34% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.34% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 00:00 | 00:00 |
 | Hood of Defiance | 5 | 1.72% | 24.3 | 40.00% | -13.15% | -40.00% | -40.00% | 0.00% | 32:16 | 23:36 | 23:36 | 33:05 | 34:16 | 43:28 | 10:40 | 07:54 |
 | Hand of Midas | 5 | 1.72% | 23.0 | 40.00% | -13.15% | -40.00% | -40.00% | 0.00% | 15:26 | 12:01 | 12:01 | 16:01 | 17:28 | 17:30 | 05:27 | 04:02 |
 | Wraith Band | 6 | 2.06% | 21.6 | 33.33% | -20.00% | -33.33% | -33.33% | 0.00% | 04:07 | -01:29 | -01:29 | -01:22 | 02:09 | 25:10 | 03:38 | 02:41 |
 | Overwhelming Blink | 7 | 2.41% | 20.3 | 28.57% | -24.95% | +21.43% | -28.57% | -8.70% | 41:28 | 33:21 | 37:40 | 43:00 | 43:25 | 48:28 | 05:45 | 04:15 |
 | Vanguard | 2 | 0.69% | 18.9 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 25:59 | 24:20 | 24:20 | 27:37 | 27:37 | 27:37 | 03:17 | 02:25 |
 | Helm of Iron Will | 2 | 0.69% | 17.6 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 28:47 | 26:15 | 26:15 | 31:18 | 31:18 | 31:18 | 05:03 | 03:44 |
 | Veil of Discord | 2 | 0.69% | 16.2 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 27:25 | 26:00 | 26:00 | 28:50 | 28:50 | 28:50 | 02:50 | 02:05 |
 | Crimson Guard | 2 | 0.69% | 14.9 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 29:02 | 26:38 | 26:38 | 31:26 | 31:26 | 31:26 | 04:48 | 03:33 |
 | Aether Lens | 2 | 0.69% | 13.5 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 44:21 | 36:50 | 36:50 | 51:51 | 51:51 | 51:51 | 15:01 | 11:07 |
 | Scythe of Vyse | 2 | 0.69% | 12.2 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 51:35 | 48:48 | 48:48 | 54:22 | 54:22 | 54:22 | 05:34 | 04:07 |
 | Daedalus | 6 | 2.06% | 10.8 | 16.67% | -37.01% | +33.33% | -16.67% | -7.67% | 40:11 | 29:45 | 36:56 | 37:58 | 43:27 | 50:18 | 06:31 | 04:49 |
 | Heaven's Halberd | 1 | 0.34% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.34% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.34% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.34% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Sange | 1 | 0.34% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Headdress | 1 | 0.34% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 0.69% | 1.4 | 0.00% | -53.29% | 0.00% | 0.00% | 0.00% | 37:22 | 31:24 | 31:24 | 43:19 | 43:19 | 43:19 | 11:55 | 08:49 |