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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 | |
 | Aghanim's Scepter | 16 | 10.19% | 100.0 | 81.25% | +37.28% | +18.75% | -6.25% | -2.14% | 34:37 | 23:31 | 26:10 | 35:22 | 37:52 | 57:19 | 11:42 | 08:40 |
 | Refresher Orb | 100 | 63.69% | 98.3 | 57.00% | +25.42% | +23.00% | -21.00% | -6.20% | 28:58 | 18:28 | 24:43 | 27:48 | 31:49 | 48:24 | 07:06 | 05:15 |
 | Heaven's Halberd | 8 | 5.10% | 96.6 | 87.50% | +41.86% | +12.50% | +12.50% | 0.00% | 25:59 | 20:59 | 21:21 | 25:45 | 29:11 | 32:16 | 07:50 | 05:48 |
 | Ring of Health | 120 | 76.43% | 94.8 | 53.33% | +23.60% | +16.67% | -10.00% | -3.64% | 23:59 | 09:49 | 19:22 | 22:29 | 26:42 | 48:17 | 07:20 | 05:25 |
 | Magic Wand | 139 | 88.54% | 93.1 | 51.80% | +35.13% | +2.49% | -0.37% | -0.65% | 06:38 | -01:29 | 04:06 | 06:19 | 08:32 | 18:57 | 04:26 | 03:17 |
 | Shiva's Guard | 17 | 10.83% | 91.4 | 70.59% | +25.59% | -20.59% | +4.41% | 2.12% | 33:54 | 25:30 | 26:48 | 33:36 | 38:35 | 47:11 | 11:47 | 08:43 |
 | Magic Stick | 146 | 92.99% | 89.7 | 50.68% | +41.59% | +3.37% | -9.01% | -3.85% | 02:13 | -01:30 | -01:29 | 01:19 | 04:42 | 14:47 | 06:11 | 04:34 |
 | Linken's Sphere | 25 | 15.92% | 87.9 | 64.00% | +19.30% | +2.67% | -30.67% | -4.04% | 30:27 | 16:06 | 24:32 | 30:12 | 32:47 | 56:50 | 08:15 | 06:06 |
 | Void Stone | 128 | 81.53% | 86.2 | 50.78% | +16.30% | +5.47% | -7.03% | -1.67% | 22:21 | 06:33 | 17:57 | 21:16 | 25:25 | 47:27 | 07:28 | 05:31 |
 | Power Treads | 148 | 94.27% | 84.5 | 50.00% | +38.89% | -4.05% | +4.05% | 3.40% | 07:34 | 03:51 | 06:08 | 07:11 | 08:31 | 21:25 | 02:23 | 01:45 |
 | Black King Bar | 154 | 98.09% | 82.8 | 48.70% | +48.70% | +17.97% | -17.12% | -11.14% | 17:45 | 13:22 | 15:55 | 17:11 | 19:04 | 27:37 | 03:09 | 02:20 |
 | Quelling Blade | 99 | 63.06% | 81.0 | 50.51% | +7.41% | -6.51% | -2.51% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 10:53 | 00:00 | 00:00 |
 | Boots of Speed | 157 | 100.00% | 79.3 | 47.77% | +47.77% | +11.20% | -1.62% | -6.06% | 03:14 | 01:07 | 02:02 | 02:59 | 04:09 | 09:16 | 02:07 | 01:34 |
 | Ring of Protection | 43 | 27.39% | 77.6 | 55.81% | +11.07% | -10.36% | -19.45% | -0.85% | 31:27 | 19:57 | 25:18 | 31:13 | 35:56 | 49:38 | 10:38 | 07:52 |
 | Fluffy Hat | 116 | 73.89% | 75.9 | 48.28% | +1.94% | 0.00% | 0.00% | 0.00% | 06:39 | -01:29 | 05:40 | 06:53 | 08:16 | 10:53 | 02:36 | 01:55 |
 | Falcon Blade | 114 | 72.61% | 74.1 | 48.25% | +1.74% | +6.92% | -5.39% | -5.28% | 08:18 | 04:36 | 07:06 | 08:36 | 09:26 | 12:34 | 02:20 | 01:43 |
 | Buckler | 42 | 26.75% | 72.4 | 54.76% | +9.54% | -9.31% | -14.76% | -0.51% | 31:30 | 19:58 | 25:18 | 31:13 | 35:58 | 49:38 | 10:40 | 07:54 |
 | Satanic | 23 | 14.65% | 70.7 | 60.87% | +15.35% | -27.54% | +5.80% | 3.83% | 37:55 | 26:16 | 32:35 | 37:08 | 41:17 | 56:04 | 08:42 | 06:26 |
 | Blink Dagger | 21 | 13.38% | 69.0 | 61.90% | +16.31% | -1.90% | +18.10% | 2.93% | 34:58 | 21:37 | 30:48 | 34:47 | 37:38 | 48:56 | 06:50 | 05:03 |
 | Morbid Mask | 32 | 20.38% | 67.2 | 56.25% | +10.65% | -31.25% | +18.75% | 5.47% | 35:29 | 19:36 | 29:38 | 34:41 | 38:46 | 55:21 | 09:08 | 06:45 |
 | Assault Cuirass | 41 | 26.11% | 65.5 | 53.66% | +7.97% | -3.66% | -23.66% | -1.93% | 33:07 | 21:53 | 26:38 | 32:24 | 36:59 | 52:06 | 10:21 | 07:40 |
 | Eye of Skadi | 4 | 2.55% | 63.8 | 100.00% | +53.59% | 0.00% | 0.00% | 0.00% | 35:00 | 28:55 | 28:55 | 34:27 | 34:39 | 41:58 | 05:44 | 04:14 |
 | Monkey King Bar | 4 | 2.55% | 62.1 | 100.00% | +53.59% | 0.00% | 0.00% | 0.00% | 31:07 | 28:54 | 28:54 | 30:17 | 32:07 | 33:09 | 03:13 | 02:22 |
 | Wind Lace | 56 | 35.67% | 60.3 | 44.64% | -4.86% | -8.93% | +12.50% | 3.28% | 10:12 | 01:43 | 05:10 | 07:55 | 11:42 | 54:39 | 06:32 | 04:50 |
 | Sange | 20 | 12.74% | 58.6 | 55.00% | +8.28% | +25.00% | +5.00% | -4.65% | 24:46 | 13:27 | 20:57 | 22:12 | 25:15 | 51:17 | 04:18 | 03:11 |
 | Wraith Band | 37 | 23.57% | 56.9 | 45.95% | -2.38% | -1.51% | -12.62% | -4.47% | 03:19 | -01:29 | 01:50 | 02:38 | 04:19 | 12:00 | 02:29 | 01:50 |
 | Butterfly | 5 | 3.18% | 55.2 | 80.00% | +33.29% | +20.00% | +20.00% | 0.00% | 34:57 | 24:31 | 24:31 | 35:05 | 40:25 | 41:00 | 15:54 | 11:46 |
 | Bottle | 30 | 19.11% | 53.4 | 43.33% | -5.49% | -5.83% | -14.76% | -8.93% | 01:51 | 00:58 | 01:19 | 01:28 | 01:44 | 10:36 | 00:25 | 00:18 |
 | Javelin | 16 | 10.19% | 51.7 | 43.75% | -4.48% | +6.25% | +6.25% | 0.00% | 18:33 | 08:19 | 09:49 | 11:19 | 21:30 | 46:56 | 11:41 | 08:39 |
 | Swift Blink | 2 | 1.27% | 50.0 | 100.00% | +52.90% | 0.00% | 0.00% | 0.00% | 45:36 | 42:26 | 42:26 | 48:45 | 48:45 | 48:45 | 06:19 | 04:40 |
 | Aghanim's Blessing | 2 | 1.27% | 48.3 | 100.00% | +52.90% | 0.00% | 0.00% | 0.00% | 47:39 | 47:25 | 47:25 | 47:53 | 47:53 | 47:53 | 00:28 | 00:20 |
 | Lotus Orb | 2 | 1.27% | 46.6 | 100.00% | +52.90% | 0.00% | 0.00% | 0.00% | 25:32 | 23:02 | 23:02 | 28:01 | 28:01 | 28:01 | 04:59 | 03:41 |
 | Yasha | 11 | 7.01% | 44.8 | 45.45% | -2.50% | -12.12% | +21.22% | 13.80% | 19:52 | 16:30 | 18:12 | 19:23 | 20:37 | 24:36 | 02:25 | 01:47 |
 | Sange and Yasha | 9 | 5.73% | 43.1 | 44.44% | -3.53% | +5.56% | +5.56% | 0.00% | 22:49 | 17:53 | 20:57 | 23:35 | 24:45 | 25:25 | 03:48 | 02:48 |
 | Maelstrom | 13 | 8.28% | 41.4 | 30.77% | -18.54% | +35.90% | -30.77% | -9.90% | 18:55 | 10:20 | 12:34 | 14:00 | 19:18 | 46:56 | 06:44 | 04:59 |
 | Hand of Midas | 4 | 2.55% | 39.7 | 50.00% | +2.29% | +50.00% | -50.00% | 0.00% | 13:02 | 06:48 | 06:48 | 13:08 | 16:01 | 16:10 | 09:13 | 06:49 |
 | Heart of Tarrasque | 1 | 0.64% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.64% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.64% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.64% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Mjollnir | 2 | 1.27% | 31.0 | 50.00% | +2.26% | +50.00% | 0.00% | 0.00% | 32:49 | 26:17 | 26:17 | 39:20 | 39:20 | 39:20 | 13:03 | 09:40 |
 | Drum of Endurance | 2 | 1.27% | 29.3 | 50.00% | +2.26% | +50.00% | 0.00% | 0.00% | 21:11 | 17:23 | 17:23 | 24:58 | 24:58 | 24:58 | 07:35 | 05:37 |
 | Eul's Scepter of Divinity | 11 | 7.01% | 27.6 | 18.18% | -31.82% | +15.15% | -18.18% | -15.87% | 14:25 | 11:50 | 12:11 | 13:03 | 14:17 | 25:49 | 02:06 | 01:33 |
 | Aghanim's Shard | 3 | 1.91% | 25.9 | 33.33% | -14.72% | +66.67% | 0.00% | 0.00% | 45:16 | 33:57 | 33:57 | 42:52 | 58:58 | 58:58 | 25:01 | 18:31 |
 | Chainmail | 7 | 4.46% | 24.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:40 | 07:21 | 07:28 | 09:38 | 30:20 | 43:05 | 22:52 | 16:56 |
 | Medallion of Courage | 1 | 0.64% | 22.4 | 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 |
 | Abyssal Blade | 1 | 0.64% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 41:52 | 00:00 | 00:00 |
 | Phase Boots | 5 | 3.18% | 19.0 | 0.00% | -49.34% | 0.00% | 0.00% | 0.00% | 13:33 | 07:32 | 07:32 | 09:07 | 11:23 | 31:34 | 03:51 | 02:51 |
 | Shadow Blade | 1 | 0.64% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.64% | 15.5 | 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 |
 | Blight Stone | 1 | 0.64% | 13.8 | 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 |
 | Crown | 1 | 0.64% | 13.8 | 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 |
 | Blade Mail | 1 | 0.64% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.64% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.64% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 09:39 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.64% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.64% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 58:25 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.64% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |