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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 | |
 | Ring of Health | 76 | 10.86% | 100.0 | 68.42% | +21.95% | -10.53% | 0.00% | 1.40% | 33:45 | 13:45 | 28:57 | 33:05 | 36:28 | 56:11 | 07:31 | 05:34 |
 | Drum of Endurance | 32 | 4.57% | 98.8 | 75.00% | +27.40% | 0.00% | +25.00% | 2.63% | 20:49 | 12:22 | 15:23 | 18:36 | 24:53 | 43:09 | 09:30 | 07:02 |
 | Blink Dagger | 331 | 47.29% | 97.5 | 57.70% | +16.78% | -2.28% | +3.75% | 0.51% | 24:33 | 09:27 | 18:02 | 24:13 | 29:58 | 58:47 | 11:56 | 08:50 |
 | Buckler | 63 | 9.00% | 96.3 | 65.08% | +17.83% | +3.67% | +22.42% | 1.51% | 23:52 | 09:31 | 16:34 | 23:08 | 28:58 | 45:08 | 12:24 | 09:11 |
 | Force Staff | 230 | 32.86% | 95.1 | 56.09% | +10.77% | +11.15% | -12.23% | -2.59% | 24:22 | 14:10 | 19:21 | 23:30 | 28:22 | 48:57 | 09:01 | 06:40 |
 | Shadow Blade | 26 | 3.71% | 93.8 | 73.08% | +25.16% | -1.65% | -6.41% | -0.71% | 33:32 | 24:16 | 28:57 | 32:08 | 35:41 | 1:03:16 | 06:44 | 04:59 |
 | Headdress | 94 | 13.43% | 92.6 | 59.57% | +12.38% | -1.24% | +14.34% | 1.05% | 08:50 | -01:30 | -01:29 | 07:24 | 16:18 | 36:54 | 17:47 | 13:10 |
 | Black King Bar | 87 | 12.43% | 91.4 | 59.77% | +12.46% | +3.87% | -5.22% | -0.84% | 29:05 | 15:32 | 22:20 | 26:45 | 33:06 | 1:01:24 | 10:46 | 07:58 |
 | Arcane Boots | 197 | 28.14% | 90.1 | 55.33% | +9.01% | -6.35% | +7.94% | 2.60% | 15:33 | 06:58 | 10:29 | 12:17 | 15:59 | 44:32 | 05:30 | 04:04 |
 | Fluffy Hat | 301 | 43.00% | 88.9 | 53.16% | +7.55% | +14.84% | -9.16% | -2.19% | 17:39 | -01:29 | 11:48 | 16:02 | 22:47 | 48:57 | 10:59 | 08:08 |
 | Magic Wand | 515 | 73.57% | 87.7 | 50.87% | +7.63% | +2.62% | -5.13% | -1.16% | 09:10 | -01:29 | 05:27 | 08:43 | 12:08 | 31:47 | 06:41 | 04:57 |
 | Crystalys | 55 | 7.86% | 86.4 | 61.82% | +14.07% | +9.61% | -11.82% | -2.16% | 35:37 | 21:18 | 29:19 | 34:15 | 39:13 | 1:20:28 | 09:54 | 07:20 |
 | Daedalus | 22 | 3.14% | 85.2 | 72.73% | +24.65% | +10.60% | -32.73% | 0.00% | 39:03 | 26:20 | 30:20 | 36:39 | 41:33 | 1:22:44 | 11:13 | 08:18 |
 | Morbid Mask | 42 | 6.00% | 84.0 | 64.29% | +16.42% | -0.65% | +25.71% | 2.18% | 26:03 | 13:12 | 18:03 | 24:31 | 30:09 | 52:09 | 12:06 | 08:57 |
 | Aghanim's Shard | 440 | 62.86% | 82.7 | 50.91% | +5.53% | -3.64% | -7.27% | -0.43% | 24:21 | 15:00 | 19:26 | 22:41 | 27:58 | 1:02:55 | 08:32 | 06:19 |
 | Magic Stick | 674 | 96.29% | 81.5 | 48.96% | +2.81% | -2.21% | -1.94% | 0.06% | 02:55 | -01:30 | -01:29 | 01:54 | 05:50 | 20:40 | 07:19 | 05:25 |
 | Void Stone | 130 | 18.57% | 80.2 | 54.62% | +7.08% | -12.20% | -4.62% | 0.47% | 30:26 | 10:20 | 20:36 | 30:51 | 36:42 | 1:02:17 | 16:06 | 11:55 |
 | Boots of Speed | 699 | 99.86% | 79.0 | 48.78% | -51.22% | -3.64% | +1.51% | 1.42% | 06:02 | -01:29 | 04:22 | 05:57 | 07:59 | 17:13 | 03:37 | 02:40 |
 | Aghanim's Scepter | 92 | 13.14% | 77.8 | 56.52% | +8.82% | 0.00% | +8.70% | 0.71% | 29:24 | 12:53 | 21:41 | 28:26 | 33:59 | 52:13 | 12:18 | 09:06 |
 | Ring of Protection | 183 | 26.14% | 76.5 | 52.46% | +4.88% | -8.98% | +6.24% | 1.11% | 10:55 | -01:29 | 02:53 | 07:06 | 16:34 | 45:08 | 13:41 | 10:08 |
 | Wraith Pact | 34 | 4.86% | 75.3 | 64.71% | +16.66% | +13.07% | +10.29% | -0.30% | 29:47 | 18:14 | 24:15 | 28:10 | 33:24 | 47:04 | 09:09 | 06:46 |
 | Hood of Defiance | 9 | 1.29% | 74.1 | 88.89% | +40.55% | -38.89% | +11.11% | 0.00% | 26:00 | 14:04 | 16:55 | 26:04 | 34:07 | 35:28 | 17:12 | 12:44 |
 | Chainmail | 218 | 31.14% | 72.8 | 50.92% | +2.99% | -0.01% | +4.64% | 0.70% | 13:26 | 04:04 | 09:42 | 12:00 | 16:18 | 41:38 | 06:36 | 04:53 |
 | Ghost Scepter | 63 | 9.00% | 71.6 | 57.14% | +9.10% | +11.61% | +17.86% | 0.79% | 33:10 | 17:23 | 28:19 | 33:04 | 36:12 | 52:37 | 07:53 | 05:50 |
 | Vladmir's Offering | 37 | 5.29% | 70.4 | 62.16% | +14.05% | +15.62% | +15.62% | 0.00% | 24:51 | 15:01 | 18:34 | 22:57 | 28:47 | 45:09 | 10:13 | 07:34 |
 | Wind Lace | 338 | 48.29% | 69.1 | 47.93% | -1.79% | +8.54% | +0.88% | -1.15% | 12:13 | -01:29 | 08:00 | 11:21 | 14:40 | 46:36 | 06:40 | 04:56 |
 | Medallion of Courage | 167 | 23.86% | 67.9 | 50.30% | +1.89% | +4.46% | +6.84% | 0.40% | 13:07 | 04:31 | 09:39 | 12:02 | 15:33 | 37:28 | 05:54 | 04:22 |
 | Blight Stone | 211 | 30.14% | 66.7 | 49.29% | +0.62% | -7.78% | +12.97% | 2.71% | 04:23 | -01:29 | -01:29 | -01:28 | 09:08 | 38:15 | 10:37 | 07:51 |
 | Aeon Disk | 22 | 3.14% | 65.4 | 68.18% | +19.95% | +15.15% | -8.18% | 0.00% | 39:54 | 24:55 | 36:20 | 39:04 | 42:18 | 57:37 | 05:58 | 04:25 |
 | Lotus Orb | 46 | 6.57% | 64.2 | 58.70% | +10.53% | -8.70% | -4.15% | 0.78% | 34:22 | 20:31 | 30:45 | 34:08 | 36:33 | 54:56 | 05:48 | 04:17 |
 | Ring of Basilius | 78 | 11.14% | 63.0 | 53.85% | +5.62% | +1.15% | +19.83% | 1.42% | 13:43 | -01:29 | 05:46 | 12:14 | 18:58 | 45:09 | 13:12 | 09:46 |
 | Mekansm | 55 | 7.86% | 61.7 | 56.36% | +8.14% | +29.35% | +22.21% | -1.13% | 19:51 | 12:07 | 15:54 | 18:07 | 22:13 | 42:39 | 06:19 | 04:40 |
 | Power Treads | 48 | 6.86% | 60.5 | 56.25% | +7.94% | +2.08% | -14.58% | -8.33% | 08:45 | 05:37 | 07:30 | 08:16 | 09:30 | 15:36 | 02:00 | 01:28 |
 | Pipe of Insight | 8 | 1.14% | 59.3 | 87.50% | +39.09% | +12.50% | +12.50% | 0.00% | 28:34 | 17:17 | 18:24 | 29:39 | 34:07 | 38:50 | 15:43 | 11:38 |
 | Helm of Iron Will | 8 | 1.14% | 58.0 | 87.50% | +39.09% | +12.50% | +12.50% | 0.00% | 26:04 | 15:28 | 15:59 | 21:35 | 31:58 | 43:54 | 15:59 | 11:50 |
 | Crown | 150 | 21.43% | 56.8 | 48.00% | -1.09% | +17.79% | +8.76% | -1.46% | 16:36 | 03:53 | 12:48 | 15:36 | 19:00 | 33:44 | 06:12 | 04:35 |
 | Soul Ring | 98 | 14.00% | 55.6 | 50.00% | +1.33% | +10.00% | -4.17% | -3.59% | 06:26 | 02:02 | 03:57 | 04:56 | 07:54 | 18:45 | 03:57 | 02:55 |
 | Tranquil Boots | 130 | 18.57% | 54.3 | 47.69% | -1.43% | +12.92% | -0.81% | -1.31% | 17:01 | 03:08 | 10:48 | 13:21 | 21:19 | 46:48 | 10:31 | 07:47 |
 | Linken's Sphere | 10 | 1.43% | 53.1 | 80.00% | +31.59% | -13.33% | -30.00% | 0.00% | 42:37 | 31:56 | 34:54 | 35:50 | 54:39 | 57:49 | 19:45 | 14:37 |
 | Solar Crest | 117 | 16.71% | 51.9 | 47.86% | -1.20% | +17.66% | +17.66% | 0.00% | 20:22 | 12:57 | 16:52 | 19:28 | 22:18 | 34:21 | 05:26 | 04:01 |
 | Guardian Greaves | 12 | 1.71% | 50.6 | 75.00% | +26.60% | -8.33% | +25.00% | 0.00% | 29:45 | 19:21 | 21:54 | 27:40 | 32:13 | 44:32 | 10:19 | 07:38 |
 | Bottle | 48 | 6.86% | 49.4 | 52.08% | +3.46% | -2.08% | +22.92% | 25.00% | 03:46 | 00:23 | 01:13 | 01:27 | 01:44 | 40:11 | 00:31 | 00:22 |
 | Glimmer Cape | 74 | 10.57% | 48.1 | 47.30% | -1.74% | -10.46% | -13.97% | -0.34% | 29:23 | 15:53 | 23:01 | 28:33 | 33:24 | 53:44 | 10:23 | 07:41 |
 | Silver Edge | 15 | 2.14% | 46.9 | 66.67% | +18.20% | -16.67% | -16.67% | 0.00% | 34:44 | 27:07 | 31:12 | 33:48 | 37:09 | 45:14 | 05:57 | 04:24 |
 | Eul's Scepter of Divinity | 47 | 6.71% | 45.7 | 48.94% | +0.09% | +1.06% | +1.06% | 0.00% | 24:13 | 14:37 | 17:56 | 21:35 | 25:53 | 1:02:33 | 07:57 | 05:53 |
 | Bracer | 40 | 5.71% | 44.4 | 45.00% | -4.09% | -5.00% | -5.00% | 0.00% | 05:36 | -01:29 | 01:58 | 02:45 | 11:02 | 25:08 | 09:04 | 06:42 |
 | Kaya | 11 | 1.57% | 43.2 | 63.64% | +15.02% | +3.03% | -30.31% | 0.00% | 30:14 | 11:49 | 26:24 | 30:07 | 32:31 | 49:44 | 06:07 | 04:31 |
 | Veil of Discord | 24 | 3.43% | 42.0 | 50.00% | +1.18% | +16.67% | -16.67% | -8.62% | 14:56 | 10:07 | 12:49 | 14:12 | 16:41 | 19:27 | 03:52 | 02:51 |
 | Javelin | 14 | 2.00% | 40.7 | 57.14% | +8.45% | +17.86% | +9.53% | 0.00% | 35:26 | 16:50 | 30:12 | 34:21 | 41:31 | 52:13 | 11:19 | 08:22 |
 | Vanguard | 3 | 0.43% | 39.5 | 100.00% | +51.36% | 0.00% | 0.00% | 0.00% | 38:38 | 29:04 | 29:04 | 33:16 | 53:34 | 53:34 | 24:30 | 18:08 |
 | Helm of the Dominator | 5 | 0.71% | 38.3 | 80.00% | +31.37% | +20.00% | -80.00% | 0.00% | 25:39 | 20:07 | 20:07 | 21:25 | 27:22 | 39:05 | 07:15 | 05:22 |
 | Ethereal Blade | 8 | 1.14% | 37.0 | 62.50% | +13.80% | +37.50% | -12.50% | 0.00% | 37:16 | 30:29 | 32:46 | 35:49 | 37:02 | 51:30 | 04:16 | 03:09 |
 | Boots of Bearing | 9 | 1.29% | 35.8 | 55.56% | +6.79% | -5.56% | -5.56% | 0.00% | 34:42 | 30:02 | 30:44 | 32:44 | 38:26 | 43:13 | 07:42 | 05:42 |
 | Maelstrom | 4 | 0.57% | 34.6 | 75.00% | +26.29% | +25.00% | -75.00% | 0.00% | 29:25 | 17:44 | 17:44 | 31:14 | 33:28 | 35:15 | 15:44 | 11:39 |
 | Satanic | 4 | 0.57% | 33.3 | 75.00% | +26.29% | +25.00% | -75.00% | 0.00% | 45:58 | 37:22 | 37:22 | 42:24 | 51:36 | 52:28 | 14:14 | 10:32 |
 | Quelling Blade | 22 | 3.14% | 32.1 | 36.36% | -12.90% | +13.64% | -16.36% | 0.00% | 08:52 | -01:29 | -01:29 | 07:00 | 20:21 | 28:56 | 21:50 | 16:10 |
 | Crimson Guard | 2 | 0.29% | 30.9 | 100.00% | +51.29% | 0.00% | 0.00% | 0.00% | 31:12 | 29:08 | 29:08 | 33:16 | 33:16 | 33:16 | 04:08 | 03:03 |
 | Shiva's Guard | 2 | 0.29% | 29.6 | 100.00% | +51.29% | 0.00% | 0.00% | 0.00% | 34:17 | 31:10 | 31:10 | 37:24 | 37:24 | 37:24 | 06:14 | 04:37 |
 | Monkey King Bar | 8 | 1.14% | 28.4 | 50.00% | +1.16% | +50.00% | +50.00% | 0.00% | 39:26 | 28:54 | 30:38 | 35:30 | 49:16 | 52:22 | 18:38 | 13:48 |
 | Refresher Orb | 5 | 0.71% | 27.2 | 60.00% | +11.22% | +40.00% | +40.00% | 0.00% | 50:14 | 40:05 | 40:05 | 50:49 | 55:06 | 56:11 | 15:01 | 11:07 |
 | Spirit Vessel | 10 | 1.43% | 25.9 | 40.00% | -8.99% | +26.67% | -40.00% | 0.00% | 20:32 | 16:43 | 19:00 | 20:08 | 21:04 | 28:01 | 02:04 | 01:31 |
 | Orchid Malevolence | 3 | 0.43% | 24.7 | 66.67% | +17.89% | -66.67% | 0.00% | 0.00% | 21:33 | 18:18 | 18:18 | 21:44 | 24:37 | 24:37 | 06:19 | 04:40 |
 | Skull Basher | 3 | 0.43% | 23.5 | 66.67% | +17.89% | -66.67% | 0.00% | 0.00% | 38:06 | 31:54 | 31:54 | 37:40 | 44:44 | 44:44 | 12:50 | 09:30 |
 | Null Talisman | 7 | 1.00% | 22.2 | 42.86% | -6.06% | +7.14% | +7.14% | 0.00% | 08:42 | 01:47 | 02:19 | 03:57 | 08:45 | 27:33 | 06:26 | 04:45 |
 | Urn of Shadows | 14 | 2.00% | 21.0 | 28.57% | -20.70% | -28.57% | +4.76% | 0.00% | 13:13 | 06:56 | 11:33 | 12:25 | 14:20 | 22:46 | 02:47 | 02:03 |
 | Falcon Blade | 1 | 0.14% | 19.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.14% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.14% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.14% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.14% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.14% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.14% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.14% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Aether Lens | 11 | 1.57% | 9.9 | 27.27% | -21.93% | +6.06% | -27.27% | 0.00% | 39:20 | 28:53 | 32:59 | 41:17 | 43:30 | 49:20 | 10:31 | 07:47 |
 | Sange | 5 | 0.71% | 8.6 | 40.00% | -8.92% | +60.00% | -40.00% | 0.00% | 26:54 | 15:12 | 15:12 | 20:07 | 33:36 | 47:13 | 18:24 | 13:37 |
 | Wind Waker | 2 | 0.29% | 7.4 | 50.00% | +1.15% | +50.00% | 0.00% | 0.00% | 41:01 | 39:16 | 39:16 | 42:45 | 42:45 | 42:45 | 03:29 | 02:34 |
 | Assault Cuirass | 2 | 0.29% | 6.2 | 50.00% | +1.15% | +50.00% | 0.00% | 0.00% | 40:25 | 37:19 | 37:19 | 43:30 | 43:30 | 43:30 | 06:11 | 04:34 |
 | Heaven's Halberd | 2 | 0.29% | 4.9 | 50.00% | +1.15% | -50.00% | 0.00% | 0.00% | 28:59 | 24:21 | 24:21 | 33:36 | 33:36 | 33:36 | 09:15 | 06:51 |
 | Dagon | 2 | 0.29% | 3.7 | 50.00% | +1.15% | +50.00% | 0.00% | 0.00% | 34:23 | 32:58 | 32:58 | 35:47 | 35:47 | 35:47 | 02:49 | 02:05 |
 | Scythe of Vyse | 4 | 0.57% | 2.5 | 25.00% | -23.99% | -25.00% | +75.00% | 0.00% | 49:55 | 40:48 | 40:48 | 48:21 | 53:33 | 56:59 | 12:45 | 09:26 |
 | Desolator | 2 | 0.29% | 1.2 | 0.00% | -49.00% | 0.00% | 0.00% | 0.00% | 32:15 | 26:15 | 26:15 | 38:15 | 38:15 | 38:15 | 12:00 | 08:53 |