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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 | |
 | Blink Dagger | 33 | 6.82% | 100.0 | 75.76% | +29.64% | +11.74% | -38.26% | -3.28% | 35:24 | 21:21 | 27:59 | 33:48 | 43:14 | 54:35 | 15:15 | 11:17 |
 | Aghanim's Scepter | 138 | 28.51% | 98.8 | 60.14% | +16.79% | +11.29% | -10.14% | -3.05% | 30:58 | 17:26 | 26:55 | 30:30 | 33:57 | 52:25 | 07:02 | 05:12 |
 | Ring of Protection | 343 | 70.87% | 97.5 | 50.73% | +8.89% | +0.43% | -10.03% | -2.29% | 03:27 | -01:29 | -01:28 | 03:36 | 06:02 | 19:52 | 07:30 | 05:33 |
 | Urn of Shadows | 338 | 69.83% | 96.3 | 50.59% | +8.12% | +3.53% | -14.88% | -5.50% | 06:47 | 01:44 | 05:00 | 06:37 | 08:21 | 19:52 | 03:21 | 02:28 |
 | Gleipnir | 40 | 8.26% | 95.1 | 62.50% | +15.65% | +17.50% | -32.50% | -7.85% | 30:09 | 17:22 | 25:30 | 27:39 | 31:52 | 59:33 | 06:22 | 04:42 |
 | Spirit Vessel | 227 | 46.90% | 93.8 | 51.10% | +5.57% | +15.57% | -17.77% | -6.58% | 16:30 | 08:27 | 13:56 | 15:55 | 19:00 | 33:55 | 05:04 | 03:45 |
 | Magic Stick | 464 | 95.87% | 92.6 | 48.71% | +13.71% | +2.15% | +1.29% | -0.19% | 03:09 | -01:30 | -01:29 | 02:14 | 05:57 | 21:49 | 07:26 | 05:30 |
 | Wind Lace | 130 | 26.86% | 91.4 | 53.08% | +6.75% | +4.50% | +6.30% | 0.27% | 17:51 | 07:11 | 14:22 | 16:21 | 20:59 | 38:41 | 06:37 | 04:54 |
 | Fluffy Hat | 128 | 26.45% | 90.1 | 53.13% | +6.78% | -6.25% | +3.12% | 0.97% | 13:46 | -01:29 | 07:45 | 09:48 | 17:26 | 44:24 | 09:41 | 07:10 |
 | Force Staff | 29 | 5.99% | 88.9 | 65.52% | +18.49% | +5.91% | +5.91% | 0.00% | 28:56 | 15:38 | 22:01 | 25:46 | 34:47 | 44:25 | 12:46 | 09:27 |
 | Rod of Atos | 96 | 19.83% | 87.7 | 54.17% | +7.52% | +12.50% | -8.34% | -2.85% | 23:42 | 15:24 | 18:28 | 22:13 | 25:47 | 59:14 | 07:19 | 05:25 |
 | Crown | 160 | 33.06% | 86.4 | 51.25% | +4.65% | -3.75% | -6.25% | -0.27% | 18:59 | 05:43 | 13:06 | 16:40 | 22:18 | 59:14 | 09:12 | 06:48 |
 | Magic Wand | 421 | 86.98% | 85.2 | 47.74% | -3.05% | +1.78% | +6.55% | 0.79% | 08:30 | -01:29 | 04:50 | 07:54 | 10:54 | 34:40 | 06:04 | 04:29 |
 | Drum of Endurance | 24 | 4.96% | 84.0 | 66.67% | +19.50% | +33.33% | -16.67% | -10.68% | 19:40 | 13:30 | 16:11 | 18:27 | 20:52 | 33:30 | 04:41 | 03:28 |
 | Chainmail | 81 | 16.74% | 82.7 | 54.32% | +7.42% | -14.32% | +0.68% | 1.62% | 14:49 | 04:18 | 09:34 | 15:03 | 18:50 | 32:14 | 09:16 | 06:51 |
 | Blight Stone | 107 | 22.11% | 81.5 | 52.34% | +5.39% | -11.60% | +6.92% | 1.28% | 11:07 | -01:29 | 03:00 | 11:25 | 17:28 | 32:14 | 14:28 | 10:42 |
 | Boots of Speed | 105 | 21.69% | 80.2 | 52.38% | +5.41% | -2.38% | +5.31% | 1.36% | 09:06 | -01:29 | 05:14 | 06:57 | 10:53 | 51:18 | 05:39 | 04:11 |
 | Medallion of Courage | 79 | 16.32% | 79.0 | 53.16% | +6.00% | -13.16% | -3.16% | 1.21% | 15:23 | 04:56 | 10:33 | 15:23 | 18:49 | 32:14 | 08:16 | 06:07 |
 | Solar Crest | 45 | 9.30% | 77.8 | 57.78% | +10.63% | -3.23% | -12.33% | -0.98% | 22:42 | 12:27 | 17:29 | 22:29 | 26:47 | 38:19 | 09:18 | 06:53 |
 | Void Stone | 176 | 36.36% | 76.5 | 48.30% | +0.25% | -5.12% | +3.97% | 0.69% | 22:09 | 04:11 | 14:31 | 19:22 | 27:43 | 1:05:42 | 13:12 | 09:46 |
 | Eye of Skadi | 33 | 6.82% | 75.3 | 60.61% | +13.38% | +1.89% | -10.61% | -2.03% | 32:55 | 23:47 | 29:15 | 32:00 | 35:25 | 45:35 | 06:10 | 04:34 |
 | Ring of Health | 85 | 17.56% | 74.1 | 51.76% | +4.39% | -13.66% | +14.91% | 1.93% | 22:49 | 03:31 | 14:35 | 21:18 | 29:23 | 1:03:33 | 14:48 | 10:57 |
 | Aghanim's Shard | 97 | 20.04% | 72.8 | 50.52% | +2.97% | +7.81% | -0.52% | -0.93% | 32:09 | 19:49 | 26:30 | 30:41 | 35:27 | 1:03:41 | 08:57 | 06:37 |
 | Nullifier | 5 | 1.03% | 71.6 | 100.00% | +52.40% | 0.00% | 0.00% | 0.00% | 48:47 | 35:54 | 35:54 | 49:47 | 52:01 | 59:00 | 16:07 | 11:56 |
 | Power Treads | 94 | 19.42% | 70.4 | 47.87% | -0.34% | -2.04% | -0.04% | 0.36% | 09:38 | 03:26 | 06:23 | 08:26 | 11:53 | 22:45 | 05:30 | 04:04 |
 | Maelstrom | 90 | 18.60% | 69.1 | 47.78% | -0.44% | +0.05% | +11.31% | 1.19% | 18:07 | 08:23 | 12:17 | 14:33 | 21:43 | 53:19 | 09:26 | 06:59 |
 | Javelin | 96 | 19.83% | 67.9 | 46.88% | -1.57% | -9.38% | -1.05% | 0.77% | 16:02 | 04:15 | 09:40 | 11:44 | 20:31 | 53:19 | 10:51 | 08:02 |
 | Mjollnir | 15 | 3.10% | 66.7 | 66.67% | +19.12% | +33.33% | +8.33% | 0.00% | 32:50 | 17:06 | 24:20 | 31:43 | 36:21 | 53:05 | 12:01 | 08:54 |
 | Eul's Scepter of Divinity | 59 | 12.19% | 65.4 | 49.15% | +1.15% | -2.48% | -9.15% | -1.19% | 22:38 | 16:34 | 18:52 | 20:47 | 24:29 | 41:55 | 05:37 | 04:09 |
 | Aeon Disk | 13 | 2.69% | 64.2 | 69.23% | +21.67% | -2.56% | -2.56% | 0.00% | 40:04 | 29:02 | 30:01 | 37:11 | 46:58 | 58:58 | 16:57 | 12:33 |
 | Black King Bar | 98 | 20.25% | 63.0 | 44.90% | -4.06% | +3.10% | +0.93% | -0.23% | 28:06 | 18:04 | 22:15 | 26:57 | 31:45 | 48:32 | 09:30 | 07:02 |
 | Linken's Sphere | 48 | 9.92% | 61.7 | 50.00% | +2.06% | -8.33% | +8.33% | 1.42% | 25:16 | 11:11 | 18:30 | 21:01 | 30:15 | 1:04:21 | 11:45 | 08:42 |
 | Lotus Orb | 29 | 5.99% | 60.5 | 55.17% | +7.48% | -12.31% | +16.26% | 4.72% | 27:56 | 18:12 | 25:39 | 28:29 | 31:42 | 37:02 | 06:03 | 04:28 |
 | Helm of Iron Will | 10 | 2.07% | 59.3 | 70.00% | +22.32% | -36.67% | +30.00% | 0.00% | 37:48 | 15:10 | 28:09 | 40:27 | 49:30 | 51:59 | 21:21 | 15:48 |
 | Orchid Malevolence | 45 | 9.30% | 58.0 | 46.67% | -1.62% | -1.22% | -19.40% | -2.33% | 23:25 | 16:14 | 18:16 | 22:06 | 26:05 | 39:52 | 07:49 | 05:47 |
 | Dragon Lance | 43 | 8.88% | 56.8 | 46.51% | -1.79% | +8.04% | -19.24% | -4.53% | 17:33 | 11:20 | 14:39 | 16:49 | 20:40 | 27:22 | 06:01 | 04:27 |
 | Morbid Mask | 28 | 5.79% | 55.6 | 50.00% | +1.97% | -7.14% | +7.14% | 0.90% | 26:38 | 11:11 | 16:55 | 26:15 | 32:43 | 46:22 | 15:48 | 11:42 |
 | Crystalys | 32 | 6.61% | 54.3 | 46.88% | -1.35% | +3.12% | +15.62% | 1.23% | 31:32 | 20:49 | 25:47 | 31:35 | 35:58 | 47:29 | 10:11 | 07:32 |
 | Desolator | 11 | 2.27% | 53.1 | 63.64% | +15.86% | +3.03% | +36.36% | 0.00% | 22:37 | 15:54 | 17:33 | 21:14 | 23:29 | 34:30 | 05:56 | 04:23 |
 | Satanic | 11 | 2.27% | 51.9 | 63.64% | +15.86% | +36.36% | -30.31% | 0.00% | 38:19 | 27:20 | 33:52 | 37:19 | 40:14 | 51:39 | 06:22 | 04:42 |
 | Falcon Blade | 27 | 5.58% | 50.6 | 48.15% | +0.01% | -5.29% | +23.28% | 7.03% | 08:44 | 03:08 | 05:13 | 07:45 | 09:17 | 36:41 | 04:04 | 03:00 |
 | Bracer | 14 | 2.89% | 49.4 | 57.14% | +9.27% | -7.14% | +9.53% | 0.00% | 13:03 | 05:50 | 07:40 | 12:44 | 16:59 | 24:06 | 09:19 | 06:54 |
 | Aether Lens | 14 | 2.89% | 48.1 | 57.14% | +9.27% | +42.86% | -23.81% | 0.00% | 42:44 | 31:21 | 33:29 | 39:19 | 49:41 | 1:06:04 | 16:12 | 12:00 |
 | Quelling Blade | 43 | 8.88% | 46.9 | 41.86% | -6.89% | -5.50% | -5.50% | 0.00% | 03:48 | -01:29 | -01:29 | -01:29 | 08:53 | 53:53 | 10:22 | 07:40 |
 | Wraith Band | 73 | 15.08% | 45.7 | 36.99% | -13.13% | +1.90% | +7.45% | 3.54% | 03:18 | 00:51 | 01:41 | 02:18 | 03:15 | 17:03 | 01:34 | 01:09 |
 | Tranquil Boots | 3 | 0.62% | 44.4 | 100.00% | +52.18% | 0.00% | 0.00% | 0.00% | 39:40 | 26:54 | 26:54 | 40:47 | 51:18 | 51:18 | 24:24 | 18:04 |
 | Scythe of Vyse | 5 | 1.03% | 43.2 | 80.00% | +32.19% | +20.00% | +20.00% | 0.00% | 43:33 | 28:12 | 28:12 | 42:28 | 47:55 | 57:11 | 19:43 | 14:36 |
 | Ring of Basilius | 31 | 6.40% | 42.0 | 41.94% | -6.63% | +8.06% | -16.94% | -2.22% | 15:56 | 01:19 | 09:39 | 13:24 | 20:54 | 42:13 | 11:15 | 08:20 |
 | Hurricane Pike | 8 | 1.65% | 40.7 | 62.50% | +14.60% | -12.50% | -12.50% | 0.00% | 31:10 | 24:47 | 25:05 | 27:44 | 34:12 | 39:33 | 09:07 | 06:45 |
 | Daedalus | 21 | 4.34% | 39.5 | 42.86% | -5.52% | -2.86% | -22.86% | -1.82% | 36:11 | 23:36 | 29:48 | 36:33 | 40:46 | 51:39 | 10:58 | 08:07 |
 | Boots of Bearing | 2 | 0.41% | 38.3 | 100.00% | +52.07% | 0.00% | 0.00% | 0.00% | 41:25 | 28:52 | 28:52 | 53:58 | 53:58 | 53:58 | 25:06 | 18:35 |
 | Buckler | 19 | 3.93% | 37.0 | 36.84% | -11.76% | +23.16% | -16.84% | -3.44% | 21:06 | 11:03 | 13:52 | 17:43 | 25:30 | 42:13 | 11:38 | 08:37 |
 | Monkey King Bar | 8 | 1.65% | 35.8 | 50.00% | +1.89% | +50.00% | -50.00% | 0.00% | 41:04 | 27:14 | 33:30 | 38:23 | 47:38 | 52:36 | 14:08 | 10:28 |
 | Vladmir's Offering | 16 | 3.31% | 34.6 | 37.50% | -11.00% | -37.50% | -12.50% | 0.00% | 23:27 | 16:19 | 17:36 | 21:17 | 24:22 | 42:15 | 06:46 | 05:00 |
 | Wraith Pact | 12 | 2.48% | 33.3 | 41.67% | -6.64% | -41.67% | -8.34% | 0.00% | 25:33 | 19:29 | 21:10 | 22:15 | 27:15 | 42:17 | 06:05 | 04:30 |
 | Sange | 5 | 1.03% | 32.1 | 60.00% | +11.98% | -60.00% | -60.00% | 0.00% | 25:25 | 15:29 | 15:29 | 24:39 | 30:04 | 36:01 | 14:35 | 10:48 |
 | Bottle | 3 | 0.62% | 30.9 | 66.67% | +18.65% | +33.33% | 0.00% | 0.00% | 21:20 | 02:53 | 02:53 | 20:34 | 40:34 | 40:34 | 37:41 | 27:54 |
 | Octarine Core | 1 | 0.21% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 1:10:51 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.21% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 16:48 | 00:00 | 00:00 |
 | Bloodthorn | 5 | 1.03% | 27.2 | 40.00% | -8.23% | +60.00% | -40.00% | 0.00% | 32:36 | 24:10 | 24:10 | 31:16 | 34:45 | 41:40 | 10:35 | 07:50 |
 | Skull Basher | 2 | 0.41% | 25.9 | 50.00% | +1.87% | +50.00% | 0.00% | 0.00% | 48:48 | 42:21 | 42:21 | 55:15 | 55:15 | 55:15 | 12:54 | 09:33 |
 | Heaven's Halberd | 2 | 0.41% | 24.7 | 50.00% | +1.87% | +50.00% | 0.00% | 0.00% | 32:00 | 26:36 | 26:36 | 37:23 | 37:23 | 37:23 | 10:47 | 07:59 |
 | Headdress | 2 | 0.41% | 23.5 | 50.00% | +1.87% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Divine Rapier | 3 | 0.62% | 22.2 | 33.33% | -14.90% | -33.33% | 0.00% | 0.00% | 52:57 | 48:30 | 48:30 | 50:24 | 59:56 | 59:56 | 11:26 | 08:28 |
 | Helm of the Dominator | 4 | 0.83% | 21.0 | 25.00% | -23.33% | -25.00% | -25.00% | 0.00% | 25:22 | 15:10 | 15:10 | 17:42 | 28:10 | 40:27 | 13:00 | 09:37 |
 | Mage Slayer | 4 | 0.83% | 19.8 | 25.00% | -23.33% | -25.00% | +75.00% | 0.00% | 32:19 | 30:05 | 30:05 | 30:23 | 34:24 | 34:25 | 04:19 | 03:11 |
 | Yasha | 3 | 0.62% | 18.5 | 0.00% | -48.44% | 0.00% | 0.00% | 0.00% | 23:17 | 17:48 | 17:48 | 20:20 | 31:43 | 31:43 | 13:55 | 10:18 |
 | Vanguard | 1 | 0.21% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 0.41% | 16.0 | 0.00% | -48.34% | 0.00% | 0.00% | 0.00% | 37:08 | 28:27 | 28:27 | 45:49 | 45:49 | 45:49 | 17:22 | 12:51 |
 | Swift Blink | 1 | 0.21% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 46:13 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.21% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:21 | 11:21 | 11:21 | 11:21 | 11:21 | 11:21 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.21% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.21% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 00:00 | 00:00 |
 | Radiance | 1 | 0.21% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.21% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.21% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.21% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 0.41% | 4.9 | 0.00% | -48.34% | 0.00% | 0.00% | 0.00% | 17:55 | 14:09 | 14:09 | 21:40 | 21:40 | 21:40 | 07:31 | 05:34 |
 | Butterfly | 1 | 0.21% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.21% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 0.41% | 1.2 | 0.00% | -48.34% | 0.00% | 0.00% | 0.00% | 16:57 | 14:35 | 14:35 | 19:19 | 19:19 | 19:19 | 04:44 | 03:30 |