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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 | 76 | 25.42% | 100.0 | 61.84% | +19.24% | -9.21% | +6.58% | 1.01% | 28:18 | 10:05 | 19:42 | 27:29 | 35:23 | 57:11 | 15:41 | 11:37 |
 | Aghanim's Scepter | 30 | 10.03% | 98.4 | 70.00% | +25.02% | +30.00% | -12.86% | -6.88% | 28:12 | 19:31 | 22:32 | 25:04 | 28:46 | 56:58 | 06:14 | 04:37 |
 | Bottle | 25 | 8.36% | 96.8 | 72.00% | +26.74% | -5.33% | -5.33% | 0.00% | 03:42 | 00:37 | 01:09 | 01:25 | 01:38 | 56:42 | 00:29 | 00:21 |
 | Aeon Disk | 25 | 8.36% | 95.2 | 72.00% | +26.74% | +11.33% | -5.33% | -1.27% | 43:24 | 30:09 | 35:11 | 41:12 | 48:17 | 59:04 | 13:06 | 09:42 |
 | Aether Lens | 59 | 19.73% | 93.7 | 62.71% | +18.96% | -16.04% | +10.62% | 1.90% | 29:06 | 11:36 | 21:48 | 28:06 | 35:51 | 57:19 | 14:03 | 10:24 |
 | Witch Blade | 27 | 9.03% | 92.1 | 66.67% | +21.08% | +19.04% | -9.53% | -8.88% | 14:35 | 09:51 | 11:32 | 13:01 | 14:45 | 28:52 | 03:13 | 02:22 |
 | Ring of Protection | 11 | 3.68% | 90.5 | 81.82% | +35.64% | -15.15% | -15.15% | 0.00% | 19:16 | 01:37 | 06:17 | 14:43 | 25:19 | 54:28 | 19:02 | 14:05 |
 | Chainmail | 29 | 9.70% | 88.9 | 65.52% | +19.96% | -8.38% | -22.66% | -2.64% | 13:19 | 05:11 | 09:05 | 11:45 | 14:29 | 28:12 | 05:24 | 04:00 |
 | Arcane Boots | 135 | 45.15% | 87.3 | 53.33% | +10.65% | -12.15% | +14.32% | 7.29% | 15:41 | 07:34 | 12:35 | 13:44 | 16:13 | 41:28 | 03:38 | 02:41 |
 | Blink Dagger | 200 | 66.89% | 85.7 | 51.00% | +10.60% | +7.00% | -3.00% | -1.35% | 24:31 | 15:05 | 20:10 | 22:56 | 27:34 | 51:56 | 07:24 | 05:28 |
 | Magic Stick | 258 | 86.29% | 84.1 | 48.84% | +9.82% | +0.39% | -6.65% | -1.25% | 03:42 | -01:29 | -01:29 | 02:20 | 07:07 | 31:21 | 08:36 | 06:22 |
 | Magic Wand | 212 | 70.90% | 82.5 | 49.06% | +5.38% | +20.75% | -3.78% | -4.04% | 10:58 | 01:47 | 07:16 | 10:27 | 13:20 | 34:33 | 06:04 | 04:29 |
 | Boots of Speed | 299 | 100.00% | 81.0 | 47.49% | +47.49% | -2.16% | -2.16% | 0.00% | 07:01 | -01:29 | 05:28 | 07:04 | 08:45 | 14:15 | 03:17 | 02:25 |
 | Shadow Blade | 19 | 6.35% | 79.4 | 68.42% | +22.35% | -8.42% | -28.42% | -8.39% | 29:50 | 17:16 | 28:33 | 30:07 | 30:56 | 35:36 | 02:23 | 01:45 |
 | Null Talisman | 26 | 8.70% | 77.8 | 61.54% | +15.39% | +9.89% | +5.13% | -0.98% | 06:59 | -01:29 | 03:47 | 04:52 | 08:37 | 28:15 | 04:50 | 03:34 |
 | Wind Lace | 144 | 48.16% | 76.2 | 47.22% | -0.52% | +2.78% | +5.56% | 0.32% | 11:26 | -01:29 | 05:45 | 09:52 | 14:19 | 49:02 | 08:34 | 06:20 |
 | Fluffy Hat | 86 | 28.76% | 74.6 | 50.00% | +3.52% | -13.64% | +16.67% | 1.86% | 21:31 | 03:28 | 13:11 | 17:30 | 29:29 | 51:14 | 16:18 | 12:04 |
 | Aghanim's Shard | 71 | 23.75% | 73.0 | 50.70% | +4.21% | +27.08% | -11.81% | -4.73% | 28:56 | 15:01 | 23:27 | 26:33 | 31:40 | 60:26 | 08:13 | 06:05 |
 | Glimmer Cape | 72 | 24.08% | 71.4 | 50.00% | +3.30% | 0.00% | +11.11% | 1.04% | 29:37 | 19:24 | 23:00 | 27:37 | 33:43 | 1:04:03 | 10:43 | 07:56 |
 | Force Staff | 41 | 13.71% | 69.8 | 53.66% | +7.15% | +16.34% | +6.34% | -0.65% | 31:44 | 19:22 | 22:23 | 28:39 | 37:49 | 53:52 | 15:26 | 11:25 |
 | Black King Bar | 15 | 5.02% | 68.3 | 66.67% | +20.19% | +8.33% | -41.67% | -4.12% | 36:22 | 27:07 | 29:02 | 35:27 | 41:10 | 50:43 | 12:08 | 08:59 |
 | Tranquil Boots | 70 | 23.41% | 66.7 | 47.14% | -0.46% | -13.81% | +35.21% | 3.27% | 20:03 | 05:34 | 11:48 | 15:45 | 26:47 | 49:35 | 14:59 | 11:05 |
 | Ring of Basilius | 29 | 9.70% | 65.1 | 55.17% | +8.50% | +30.54% | +16.26% | -1.61% | 06:37 | -01:30 | 01:09 | 03:58 | 10:00 | 25:37 | 08:51 | 06:33 |
 | Buckler | 4 | 1.34% | 63.5 | 100.00% | +53.22% | 0.00% | 0.00% | 0.00% | 22:35 | 11:20 | 11:20 | 19:20 | 25:19 | 34:20 | 13:59 | 10:21 |
 | Mage Slayer | 4 | 1.34% | 61.9 | 100.00% | +53.22% | 0.00% | 0.00% | 0.00% | 35:50 | 32:08 | 32:08 | 32:08 | 37:22 | 41:43 | 05:14 | 03:52 |
 | Headdress | 50 | 16.72% | 60.3 | 48.00% | +0.61% | -9.54% | +2.00% | 11.54% | 04:27 | -01:30 | -01:29 | -01:29 | 01:36 | 37:43 | 03:05 | 02:17 |
 | Vladmir's Offering | 3 | 1.00% | 58.7 | 100.00% | +53.04% | 0.00% | 0.00% | 0.00% | 25:06 | 16:16 | 16:16 | 23:29 | 35:32 | 35:32 | 19:16 | 14:16 |
 | Bloodthorn | 3 | 1.00% | 57.1 | 100.00% | +53.04% | 0.00% | 0.00% | 0.00% | 35:58 | 32:22 | 32:22 | 37:22 | 38:09 | 38:09 | 05:47 | 04:17 |
 | Wraith Pact | 3 | 1.00% | 55.6 | 100.00% | +53.04% | 0.00% | 0.00% | 0.00% | 29:14 | 21:38 | 21:38 | 26:26 | 39:38 | 39:38 | 18:00 | 13:20 |
 | Wraith Band | 13 | 4.35% | 54.0 | 53.85% | +6.65% | +46.15% | -53.85% | -17.14% | 14:35 | 03:04 | 07:13 | 09:49 | 13:03 | 45:03 | 05:50 | 04:19 |
 | Ring of Health | 19 | 6.35% | 52.4 | 47.37% | -0.13% | +12.63% | -27.37% | -3.33% | 37:01 | 19:27 | 29:49 | 38:44 | 41:50 | 52:51 | 12:01 | 08:54 |
 | Ghost Scepter | 16 | 5.35% | 50.8 | 43.75% | -3.95% | -18.75% | +6.25% | 1.89% | 30:59 | 16:56 | 22:21 | 32:40 | 35:35 | 41:02 | 13:14 | 09:48 |
 | Morbid Mask | 4 | 1.34% | 49.2 | 75.00% | +27.88% | +25.00% | +25.00% | 0.00% | 25:14 | 14:32 | 14:32 | 22:59 | 28:21 | 35:02 | 13:49 | 10:14 |
 | Lotus Orb | 7 | 2.34% | 47.6 | 57.14% | +9.88% | +42.86% | -57.14% | -11.30% | 36:33 | 28:35 | 31:32 | 35:45 | 40:23 | 43:38 | 08:51 | 06:33 |
 | Orchid Malevolence | 7 | 2.34% | 46.0 | 57.14% | +9.88% | -57.14% | +42.86% | 11.76% | 29:19 | 22:18 | 23:52 | 30:06 | 32:22 | 36:28 | 08:30 | 06:17 |
 | Quelling Blade | 2 | 0.67% | 44.4 | 100.00% | +52.86% | 0.00% | 0.00% | 0.00% | 07:06 | -01:29 | -01:29 | 15:40 | 15:40 | 15:40 | 17:09 | 12:42 |
 | Pipe of Insight | 2 | 0.67% | 42.9 | 100.00% | +52.86% | 0.00% | 0.00% | 0.00% | 31:03 | 24:13 | 24:13 | 37:52 | 37:52 | 37:52 | 13:39 | 10:06 |
 | Urn of Shadows | 5 | 1.67% | 41.3 | 60.00% | +12.72% | +40.00% | -60.00% | 0.00% | 18:23 | 05:47 | 05:47 | 09:31 | 14:43 | 54:28 | 08:56 | 06:37 |
 | Power Treads | 10 | 3.34% | 39.7 | 40.00% | -7.75% | -6.67% | -40.00% | -10.31% | 13:57 | 07:54 | 11:06 | 12:07 | 14:20 | 27:20 | 03:14 | 02:23 |
 | Holy Locket | 15 | 5.02% | 38.1 | 33.33% | -14.91% | -33.33% | +41.67% | 8.02% | 24:37 | 15:59 | 19:19 | 21:50 | 28:40 | 38:01 | 09:21 | 06:55 |
 | Refresher Orb | 3 | 1.00% | 36.5 | 66.67% | +19.37% | -66.67% | 0.00% | 0.00% | 41:56 | 40:10 | 40:10 | 41:10 | 44:28 | 44:28 | 04:18 | 03:11 |
 | Octarine Core | 4 | 1.34% | 34.9 | 50.00% | +2.54% | -50.00% | +50.00% | 0.00% | 52:50 | 47:37 | 47:37 | 52:44 | 53:38 | 57:19 | 06:01 | 04:27 |
 | Hood of Defiance | 4 | 1.34% | 33.3 | 50.00% | +2.54% | +50.00% | -50.00% | 0.00% | 32:39 | 19:27 | 19:27 | 30:11 | 37:49 | 43:09 | 18:22 | 13:36 |
 | Veil of Discord | 1 | 0.33% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 00:00 | 00:00 |
 | Sange | 1 | 0.33% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.33% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.33% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.33% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 43:49 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.33% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Silver Edge | 2 | 0.67% | 22.2 | 50.00% | +2.53% | -50.00% | 0.00% | 0.00% | 35:30 | 24:32 | 24:32 | 46:27 | 46:27 | 46:27 | 21:55 | 16:14 |
 | Crystalys | 2 | 0.67% | 20.6 | 50.00% | +2.53% | -50.00% | 0.00% | 0.00% | 35:00 | 23:56 | 23:56 | 46:03 | 46:03 | 46:03 | 22:07 | 16:22 |
 | Crown | 2 | 0.67% | 19.0 | 50.00% | +2.53% | +50.00% | 0.00% | 0.00% | 23:53 | 10:39 | 10:39 | 37:07 | 37:07 | 37:07 | 26:28 | 19:36 |
 | Spirit Vessel | 2 | 0.67% | 17.5 | 50.00% | +2.53% | +50.00% | 0.00% | 0.00% | 34:59 | 15:30 | 15:30 | 54:28 | 54:28 | 54:28 | 38:58 | 28:51 |
 | Maelstrom | 1 | 0.33% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Blight Stone | 4 | 1.34% | 14.3 | 0.00% | -48.14% | 0.00% | 0.00% | 0.00% | 06:21 | -01:29 | -01:29 | -01:26 | 00:05 | 28:13 | 01:34 | 01:09 |
 | Solar Crest | 1 | 0.33% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.33% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.33% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.33% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.33% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 33:53 | 00:00 | 00:00 |
 | Javelin | 1 | 0.33% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Kaya | 1 | 0.33% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |