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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 | |
 | Eul's Scepter of Divinity | 56 | 14.40% | 100.0 | 75.00% | +25.45% | +17.86% | -10.71% | -3.56% | 32:36 | 22:11 | 28:00 | 31:10 | 36:01 | 51:26 | 08:01 | 05:56 |
 | Void Stone | 88 | 22.62% | 98.6 | 70.45% | +22.28% | -2.27% | -2.27% | 0.00% | 31:00 | 17:57 | 25:20 | 29:47 | 34:46 | 51:36 | 09:26 | 06:59 |
 | Moon Shard | 25 | 6.43% | 97.3 | 76.00% | +24.35% | +24.00% | -9.33% | -1.96% | 24:56 | 11:46 | 14:14 | 21:19 | 31:15 | 1:13:39 | 17:01 | 12:36 |
 | Magic Wand | 232 | 59.64% | 95.9 | 57.33% | +10.20% | +8.19% | +3.01% | -0.72% | 09:07 | -01:29 | 05:05 | 08:09 | 12:19 | 25:23 | 07:14 | 05:21 |
 | Force Staff | 147 | 37.79% | 94.5 | 58.50% | +8.50% | +17.18% | -23.36% | -8.42% | 27:41 | 15:50 | 24:44 | 26:49 | 29:33 | 45:27 | 04:49 | 03:34 |
 | Tranquil Boots | 172 | 44.22% | 93.2 | 56.98% | +6.75% | -8.14% | -1.17% | 1.84% | 08:35 | 02:27 | 05:36 | 07:29 | 09:23 | 29:51 | 03:47 | 02:48 |
 | Magic Stick | 338 | 86.89% | 91.8 | 54.14% | +7.08% | +3.51% | -10.09% | -2.89% | 04:15 | -01:29 | 01:52 | 03:03 | 06:34 | 32:17 | 04:42 | 03:28 |
 | Fluffy Hat | 165 | 42.42% | 90.4 | 56.36% | +5.47% | +9.49% | -7.58% | -2.59% | 23:02 | 09:28 | 18:55 | 22:32 | 25:31 | 42:44 | 06:36 | 04:53 |
 | Boots of Speed | 389 | 100.00% | 89.0 | 53.21% | +53.21% | -4.76% | +2.46% | 2.20% | 02:36 | -01:30 | -01:29 | 03:22 | 04:46 | 11:11 | 06:15 | 04:37 |
 | Blink Dagger | 382 | 98.20% | 87.7 | 53.14% | -4.00% | +1.03% | -1.56% | -0.47% | 15:45 | 08:00 | 12:41 | 15:58 | 18:10 | 32:23 | 05:29 | 04:03 |
 | Wind Lace | 236 | 60.67% | 86.3 | 54.66% | +3.68% | -0.42% | -3.81% | -0.68% | 06:20 | -01:30 | 03:01 | 05:11 | 07:58 | 41:52 | 04:57 | 03:40 |
 | Crystalys | 62 | 15.94% | 84.9 | 61.29% | +9.61% | +19.96% | -34.62% | -5.73% | 32:11 | 20:18 | 27:05 | 31:20 | 36:37 | 47:52 | 09:32 | 07:03 |
 | Aghanim's Shard | 83 | 21.34% | 83.6 | 59.04% | +7.41% | +12.39% | -20.94% | -2.61% | 26:19 | 15:00 | 17:44 | 26:19 | 30:31 | 50:45 | 12:47 | 09:28 |
 | Power Treads | 122 | 31.36% | 82.2 | 56.56% | +4.87% | +11.18% | +0.11% | -2.57% | 08:47 | 04:18 | 06:18 | 07:19 | 10:36 | 27:28 | 04:18 | 03:11 |
 | Black King Bar | 130 | 33.42% | 80.8 | 56.15% | +4.41% | +13.55% | -15.52% | -7.49% | 26:39 | 19:56 | 24:15 | 25:30 | 28:08 | 48:32 | 03:53 | 02:52 |
 | Silver Edge | 44 | 11.31% | 79.5 | 63.64% | +11.76% | +18.18% | -36.37% | -5.07% | 34:04 | 21:42 | 28:39 | 34:37 | 39:25 | 47:17 | 10:46 | 07:58 |
 | Ring of Protection | 115 | 29.56% | 78.1 | 56.52% | +4.70% | -8.24% | +2.10% | 0.71% | 12:44 | -01:29 | 04:29 | 08:23 | 19:00 | 44:52 | 14:31 | 10:45 |
 | Wind Waker | 6 | 1.54% | 76.7 | 100.00% | +47.52% | 0.00% | 0.00% | 0.00% | 49:49 | 35:52 | 42:11 | 42:49 | 59:44 | 1:06:50 | 17:33 | 13:00 |
 | Quelling Blade | 162 | 41.65% | 75.3 | 53.70% | +0.84% | +7.28% | -3.70% | 0.00% | -00:56 | -01:30 | -01:29 | -01:29 | -01:29 | 13:10 | 00:00 | 00:00 |
 | Soul Ring | 84 | 21.59% | 74.0 | 55.95% | +3.49% | +10.72% | +1.19% | -2.26% | 09:21 | 02:15 | 06:39 | 08:54 | 10:52 | 19:38 | 04:13 | 03:07 |
 | Shadow Blade | 68 | 17.48% | 72.6 | 57.35% | +5.01% | +19.12% | -16.17% | -4.08% | 30:23 | 16:07 | 25:56 | 30:25 | 34:35 | 47:06 | 08:39 | 06:24 |
 | Bottle | 121 | 31.11% | 71.2 | 52.89% | -0.47% | +7.11% | +0.44% | -6.67% | 01:37 | 00:50 | 01:21 | 01:34 | 01:42 | 05:54 | 00:21 | 00:15 |
 | Assault Cuirass | 20 | 5.14% | 69.9 | 70.00% | +17.70% | +10.00% | -10.00% | -3.41% | 34:39 | 24:52 | 31:00 | 34:31 | 36:52 | 45:25 | 05:52 | 04:20 |
 | Ring of Health | 22 | 5.66% | 68.5 | 68.18% | +15.86% | -18.18% | +11.82% | 4.12% | 32:51 | 25:02 | 29:14 | 32:57 | 36:31 | 42:40 | 07:17 | 05:23 |
 | Echo Sabre | 127 | 32.65% | 67.1 | 51.97% | -1.85% | +29.28% | -23.84% | -17.81% | 18:45 | 10:35 | 17:12 | 18:38 | 20:11 | 34:49 | 02:59 | 02:12 |
 | Buckler | 29 | 7.46% | 65.8 | 62.07% | +9.57% | -4.93% | +9.36% | 2.78% | 32:42 | 20:45 | 29:48 | 32:09 | 34:56 | 44:52 | 05:08 | 03:48 |
 | Chainmail | 45 | 11.57% | 64.4 | 55.56% | +2.65% | +8.08% | +17.17% | 1.69% | 10:03 | 03:00 | 06:33 | 07:39 | 11:55 | 37:40 | 05:22 | 03:58 |
 | Morbid Mask | 18 | 4.63% | 63.0 | 66.67% | +14.11% | +33.33% | +8.33% | -4.67% | 34:56 | 27:44 | 31:15 | 32:45 | 36:36 | 53:49 | 05:21 | 03:57 |
 | Scythe of Vyse | 7 | 1.80% | 61.6 | 85.71% | +33.09% | +14.29% | -35.71% | 0.00% | 42:57 | 36:20 | 38:41 | 42:52 | 42:55 | 55:13 | 04:14 | 03:08 |
 | Phase Boots | 43 | 11.05% | 60.3 | 53.49% | +0.31% | +10.15% | +10.15% | 0.00% | 09:53 | 06:05 | 07:02 | 08:32 | 11:49 | 24:48 | 04:47 | 03:32 |
 | Lotus Orb | 14 | 3.60% | 58.9 | 64.29% | +11.49% | -14.29% | +35.71% | 5.84% | 34:08 | 26:37 | 29:20 | 34:04 | 37:54 | 41:45 | 08:34 | 06:20 |
 | Ghost Scepter | 34 | 8.74% | 57.5 | 50.00% | -3.52% | +5.56% | -25.00% | -3.21% | 33:28 | 23:32 | 27:48 | 31:35 | 37:20 | 1:01:55 | 09:32 | 07:03 |
 | Satanic | 8 | 2.06% | 56.2 | 75.00% | +22.24% | +25.00% | +25.00% | 0.00% | 39:54 | 30:57 | 34:05 | 38:29 | 43:00 | 54:01 | 08:55 | 06:36 |
 | Aghanim's Scepter | 20 | 5.14% | 54.8 | 55.00% | +1.88% | +45.00% | -15.00% | -9.00% | 28:53 | 20:11 | 24:26 | 26:42 | 31:06 | 47:24 | 06:40 | 04:56 |
 | Bracer | 12 | 3.08% | 53.4 | 58.33% | +5.28% | +8.34% | +8.34% | 0.00% | 02:25 | 00:12 | 01:29 | 02:11 | 02:33 | 06:51 | 01:04 | 00:47 |
 | Hand of Midas | 9 | 2.31% | 52.1 | 55.56% | +2.40% | -5.56% | -5.56% | 0.00% | 17:12 | 12:01 | 14:11 | 17:36 | 18:53 | 19:56 | 04:42 | 03:28 |
 | Crown | 4 | 1.03% | 50.7 | 75.00% | +22.01% | +25.00% | +25.00% | 0.00% | 30:42 | 26:00 | 26:00 | 29:29 | 29:37 | 37:40 | 03:37 | 02:40 |
 | Arcane Boots | 24 | 6.17% | 49.3 | 37.50% | -16.75% | -20.83% | +12.50% | 2.92% | 13:34 | 04:05 | 07:24 | 09:40 | 18:49 | 28:37 | 11:25 | 08:27 |
 | Aeon Disk | 7 | 1.80% | 47.9 | 57.14% | +4.00% | +42.86% | -7.14% | 0.00% | 38:39 | 31:28 | 34:02 | 34:52 | 43:07 | 46:45 | 09:05 | 06:43 |
 | Daedalus | 7 | 1.80% | 46.6 | 57.14% | +4.00% | +42.86% | +42.86% | 0.00% | 44:23 | 29:45 | 36:44 | 42:43 | 43:27 | 1:10:35 | 06:43 | 04:58 |
 | Overwhelming Blink | 5 | 1.29% | 45.2 | 60.00% | +6.87% | +40.00% | +40.00% | 0.00% | 44:17 | 37:40 | 37:40 | 43:25 | 48:28 | 51:01 | 10:48 | 08:00 |
 | Aether Lens | 6 | 1.54% | 43.8 | 50.00% | -3.26% | 0.00% | -50.00% | 0.00% | 50:30 | 21:09 | 36:50 | 51:51 | 1:02:59 | 1:09:40 | 26:09 | 19:22 |
 | Javelin | 3 | 0.77% | 42.5 | 66.67% | +13.56% | +33.33% | 0.00% | 0.00% | 30:45 | 28:51 | 28:51 | 30:28 | 32:56 | 32:56 | 04:05 | 03:01 |
 | Drum of Endurance | 4 | 1.03% | 41.1 | 50.00% | -3.25% | +50.00% | +50.00% | 0.00% | 27:23 | 23:21 | 23:21 | 24:48 | 30:15 | 31:06 | 06:54 | 05:06 |
 | Wraith Band | 9 | 2.31% | 39.7 | 33.33% | -20.35% | -33.33% | +16.67% | 50.00% | 00:48 | -01:29 | -01:29 | 01:37 | 02:04 | 02:33 | 03:33 | 02:37 |
 | Witch Blade | 1 | 0.26% | 38.4 | 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 |
 | Blight Stone | 1 | 0.26% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Dagon | 1 | 0.26% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.26% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.26% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.26% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.26% | 30.1 | 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 |
 | Hood of Defiance | 1 | 0.26% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.26% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Glimmer Cape | 5 | 1.29% | 26.0 | 40.00% | -13.39% | +60.00% | -40.00% | 0.00% | 35:43 | 21:25 | 21:25 | 36:54 | 42:54 | 47:01 | 21:29 | 15:54 |
 | Ring of Basilius | 7 | 1.80% | 24.7 | 28.57% | -25.09% | +21.43% | -28.57% | 0.00% | 26:05 | 01:53 | 26:00 | 30:35 | 31:13 | 34:09 | 05:13 | 03:51 |
 | Octarine Core | 2 | 0.51% | 23.3 | 50.00% | -3.23% | +50.00% | 0.00% | 0.00% | 1:06:20 | 1:02:59 | 1:02:59 | 1:09:40 | 1:09:40 | 1:09:40 | 06:41 | 04:57 |
 | Monkey King Bar | 2 | 0.51% | 21.9 | 50.00% | -3.23% | +50.00% | 0.00% | 0.00% | 31:15 | 30:39 | 30:39 | 31:50 | 31:50 | 31:50 | 01:11 | 00:52 |
 | Veil of Discord | 2 | 0.51% | 20.5 | 50.00% | -3.23% | +50.00% | 0.00% | 0.00% | 27:49 | 26:00 | 26:00 | 29:38 | 29:38 | 29:38 | 03:38 | 02:41 |
 | Headdress | 2 | 0.51% | 19.2 | 50.00% | -3.23% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 0.51% | 17.8 | 50.00% | -3.23% | +50.00% | 0.00% | 0.00% | 06:07 | 04:01 | 04:01 | 08:12 | 08:12 | 08:12 | 04:11 | 03:05 |
 | Spirit Vessel | 2 | 0.51% | 16.4 | 50.00% | -3.23% | -50.00% | 0.00% | 0.00% | 21:59 | 16:01 | 16:01 | 27:56 | 27:56 | 27:56 | 11:55 | 08:49 |
 | Sange | 3 | 0.77% | 15.1 | 33.33% | -20.04% | -33.33% | 0.00% | 0.00% | 41:23 | 38:32 | 38:32 | 39:14 | 46:24 | 46:24 | 07:52 | 05:49 |
 | Heaven's Halberd | 3 | 0.77% | 13.7 | 33.33% | -20.04% | -33.33% | 0.00% | 0.00% | 46:05 | 41:53 | 41:53 | 46:02 | 50:20 | 50:20 | 08:27 | 06:15 |
 | Wraith Pact | 3 | 0.77% | 12.3 | 33.33% | -20.04% | -33.33% | 0.00% | 0.00% | 34:37 | 32:04 | 32:04 | 34:05 | 37:43 | 37:43 | 05:39 | 04:11 |
 | Vladmir's Offering | 4 | 1.03% | 11.0 | 25.00% | -28.51% | +75.00% | -25.00% | 0.00% | 32:02 | 31:16 | 31:16 | 31:49 | 32:19 | 32:45 | 01:03 | 00:46 |
 | Butterfly | 1 | 0.26% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Kaya | 4 | 1.03% | 8.2 | 0.00% | -53.77% | 0.00% | 0.00% | 0.00% | 41:44 | 28:50 | 28:50 | 33:01 | 43:09 | 1:01:55 | 14:19 | 10:36 |
 | Crimson Guard | 1 | 0.26% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Ethereal Blade | 3 | 0.77% | 5.5 | 0.00% | -53.63% | 0.00% | 0.00% | 0.00% | 46:21 | 34:00 | 34:00 | 43:09 | 1:01:55 | 1:01:55 | 27:55 | 20:40 |
 | Vanguard | 1 | 0.26% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.26% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 0.51% | 1.4 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 37:22 | 31:24 | 31:24 | 43:19 | 43:19 | 43:19 | 11:55 | 08:49 |