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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 | 20 | 17.39% | 100.0 | 70.00% | +35.26% | -10.00% | -10.00% | 0.00% | 35:25 | 17:04 | 26:45 | 32:18 | 37:52 | 1:05:24 | 11:07 | 08:14 |
 | Guardian Greaves | 45 | 39.13% | 98.3 | 53.33% | +20.47% | +10.31% | +1.22% | -0.74% | 21:13 | 11:57 | 14:46 | 18:13 | 27:02 | 39:15 | 12:16 | 09:05 |
 | Ring of Protection | 53 | 46.09% | 96.6 | 50.94% | +18.68% | +10.60% | +2.91% | -0.63% | 19:49 | 07:42 | 12:08 | 15:47 | 24:20 | 52:09 | 12:12 | 09:02 |
 | Ring of Health | 20 | 17.39% | 94.8 | 60.00% | +23.16% | -40.00% | +20.00% | 4.46% | 25:44 | 13:24 | 16:27 | 21:08 | 29:55 | 49:47 | 13:28 | 09:58 |
 | Buckler | 52 | 45.22% | 93.1 | 50.00% | +16.67% | +11.54% | -3.85% | -1.16% | 20:30 | 09:36 | 12:27 | 16:31 | 25:44 | 52:09 | 13:17 | 09:50 |
 | Chainmail | 63 | 54.78% | 91.4 | 47.62% | +14.93% | +8.63% | -3.87% | -2.06% | 13:28 | 06:24 | 09:08 | 11:07 | 15:12 | 36:56 | 06:04 | 04:29 |
 | Quelling Blade | 12 | 10.43% | 89.7 | 66.67% | +28.81% | +33.33% | +33.33% | 0.00% | 03:35 | -01:29 | -01:29 | -01:29 | 04:48 | 23:41 | 06:17 | 04:39 |
 | Aether Lens | 10 | 8.70% | 87.9 | 70.00% | +31.90% | -3.33% | -20.00% | -2.13% | 37:20 | 25:13 | 31:32 | 34:10 | 39:22 | 1:05:20 | 07:50 | 05:48 |
 | Magic Wand | 97 | 84.35% | 86.2 | 43.30% | +15.52% | -1.63% | +2.53% | 0.60% | 08:09 | -01:29 | 03:59 | 08:30 | 10:54 | 20:54 | 06:55 | 05:07 |
 | Headdress | 59 | 51.30% | 84.5 | 45.76% | +10.05% | +7.57% | -5.76% | -1.64% | 12:35 | 01:36 | 07:52 | 10:54 | 15:59 | 45:59 | 08:07 | 06:00 |
 | Mekansm | 54 | 46.96% | 82.8 | 46.30% | +10.23% | +17.99% | -7.84% | -3.42% | 15:08 | 08:17 | 11:10 | 13:21 | 18:43 | 30:02 | 07:33 | 05:35 |
 | Boots of Speed | 115 | 100.00% | 81.0 | 40.87% | +40.87% | +14.30% | -13.28% | -7.81% | 04:56 | -01:29 | 03:16 | 04:55 | 06:48 | 12:27 | 03:32 | 02:37 |
 | Arcane Boots | 79 | 68.70% | 79.3 | 43.04% | +6.93% | +6.96% | -3.04% | -1.62% | 10:49 | 04:05 | 06:39 | 10:13 | 12:50 | 33:19 | 06:11 | 04:34 |
 | Magic Stick | 103 | 89.57% | 77.6 | 40.78% | -0.89% | +13.07% | +20.76% | 2.51% | 02:32 | -01:29 | -01:29 | 01:59 | 04:33 | 15:27 | 06:02 | 04:28 |
 | Fluffy Hat | 71 | 61.74% | 75.9 | 42.25% | +3.61% | +18.86% | -8.92% | -2.92% | 20:53 | 08:17 | 16:33 | 19:48 | 26:03 | 38:50 | 09:30 | 07:02 |
 | Wind Lace | 49 | 42.61% | 74.1 | 44.90% | +7.02% | +13.43% | +5.10% | -0.70% | 11:05 | -01:29 | 05:20 | 09:56 | 17:15 | 32:37 | 11:55 | 08:49 |
 | Aghanim's Shard | 74 | 64.35% | 72.4 | 41.89% | +2.87% | +16.00% | -3.00% | -2.08% | 22:17 | 15:02 | 17:18 | 20:56 | 26:27 | 40:49 | 09:09 | 06:46 |
 | Force Staff | 64 | 55.65% | 70.7 | 42.19% | +2.97% | +14.06% | -4.69% | -2.09% | 25:55 | 15:00 | 21:19 | 24:29 | 30:16 | 42:57 | 08:57 | 06:37 |
 | Solar Crest | 9 | 7.83% | 69.0 | 66.67% | +27.99% | -16.67% | +33.33% | 0.00% | 25:28 | 15:26 | 15:50 | 29:59 | 32:42 | 37:02 | 16:52 | 12:29 |
 | Aghanim's Scepter | 29 | 25.22% | 67.2 | 48.28% | +9.91% | -5.42% | +8.86% | 0.76% | 31:16 | 13:11 | 21:35 | 29:48 | 40:27 | 54:26 | 18:52 | 13:58 |
 | Medallion of Courage | 10 | 8.70% | 65.5 | 60.00% | +20.95% | +6.67% | +40.00% | 1.77% | 19:35 | 09:56 | 11:53 | 12:30 | 30:44 | 37:02 | 18:51 | 13:57 |
 | Crown | 10 | 8.70% | 63.8 | 60.00% | +20.95% | +6.67% | +40.00% | 1.78% | 22:58 | 11:04 | 13:53 | 16:05 | 32:37 | 36:56 | 18:44 | 13:52 |
 | Blink Dagger | 24 | 20.87% | 62.1 | 45.83% | +6.27% | +20.84% | +4.17% | -1.62% | 31:46 | 12:23 | 23:13 | 27:46 | 33:30 | 1:08:16 | 10:17 | 07:37 |
 | Lotus Orb | 4 | 3.48% | 60.3 | 75.00% | +35.36% | +25.00% | -75.00% | 0.00% | 34:06 | 23:54 | 23:54 | 35:03 | 35:45 | 41:43 | 11:51 | 08:46 |
 | Blight Stone | 16 | 13.91% | 58.6 | 43.75% | +3.35% | +6.25% | +6.25% | 0.00% | 09:46 | -01:29 | -01:29 | -01:28 | 11:22 | 57:24 | 12:51 | 09:31 |
 | Hood of Defiance | 13 | 11.30% | 56.9 | 46.15% | +5.95% | -46.15% | +20.52% | 7.02% | 21:54 | 14:03 | 16:24 | 19:15 | 25:54 | 46:20 | 09:30 | 07:02 |
 | Pipe of Insight | 13 | 11.30% | 55.2 | 46.15% | +5.95% | -12.82% | +20.52% | 4.79% | 26:03 | 18:46 | 20:39 | 23:05 | 27:37 | 46:20 | 06:58 | 05:09 |
 | Boots of Bearing | 2 | 1.74% | 53.4 | 100.00% | +60.18% | 0.00% | 0.00% | 0.00% | 30:08 | 28:15 | 28:15 | 32:00 | 32:00 | 32:00 | 03:45 | 02:46 |
 | Morbid Mask | 7 | 6.09% | 51.7 | 57.14% | +17.33% | +42.86% | -7.14% | 0.00% | 36:25 | 23:28 | 24:56 | 38:02 | 41:16 | 52:09 | 16:20 | 12:05 |
 | Vladmir's Offering | 8 | 6.96% | 50.0 | 50.00% | +9.81% | +50.00% | 0.00% | 0.00% | 36:14 | 25:18 | 26:55 | 32:12 | 41:45 | 52:09 | 14:50 | 10:59 |
 | Ring of Basilius | 8 | 6.96% | 48.3 | 50.00% | +9.81% | 0.00% | 0.00% | 0.00% | 32:44 | 12:17 | 21:39 | 32:12 | 40:15 | 52:09 | 18:36 | 13:46 |
 | Wraith Pact | 6 | 5.22% | 46.6 | 50.00% | +9.63% | 0.00% | -50.00% | 0.00% | 42:44 | 29:45 | 36:33 | 43:06 | 44:20 | 58:37 | 07:47 | 05:45 |
 | Crystalys | 10 | 8.70% | 44.8 | 40.00% | -0.95% | -6.67% | -40.00% | -8.30% | 37:32 | 29:29 | 34:08 | 36:09 | 38:09 | 51:37 | 04:01 | 02:58 |
 | Tranquil Boots | 15 | 13.04% | 43.1 | 33.33% | -8.67% | -33.33% | +41.67% | 18.52% | 15:02 | 08:57 | 10:38 | 12:44 | 14:41 | 40:24 | 04:03 | 03:00 |
 | Hurricane Pike | 3 | 2.61% | 41.4 | 66.67% | +26.49% | +33.33% | 0.00% | 0.00% | 51:09 | 46:25 | 46:25 | 51:13 | 55:49 | 55:49 | 09:24 | 06:57 |
 | Dragon Lance | 3 | 2.61% | 39.7 | 66.67% | +26.49% | +33.33% | 0.00% | 0.00% | 50:39 | 45:54 | 45:54 | 51:10 | 54:53 | 54:53 | 08:59 | 06:39 |
 | Eul's Scepter of Divinity | 3 | 2.61% | 37.9 | 66.67% | +26.49% | +33.33% | 0.00% | 0.00% | 21:28 | 17:17 | 17:17 | 20:07 | 27:00 | 27:00 | 09:43 | 07:11 |
 | Glimmer Cape | 11 | 9.57% | 36.2 | 36.36% | -4.99% | -3.03% | +30.31% | 2.41% | 27:17 | 10:51 | 19:52 | 28:03 | 33:41 | 40:01 | 13:49 | 10:14 |
 | Black King Bar | 8 | 6.96% | 34.5 | 37.50% | -3.62% | +12.50% | -37.50% | 0.00% | 40:56 | 31:14 | 31:42 | 32:04 | 33:28 | 1:22:19 | 01:46 | 01:18 |
 | Daedalus | 8 | 6.96% | 32.8 | 37.50% | -3.62% | +62.50% | -37.50% | 0.00% | 43:00 | 38:25 | 38:32 | 43:56 | 44:58 | 48:27 | 06:26 | 04:45 |
 | Bracer | 20 | 17.39% | 31.0 | 25.00% | -19.21% | -5.00% | -5.00% | 0.00% | 03:57 | -01:29 | 01:45 | 02:18 | 02:57 | 13:42 | 01:12 | 00:53 |
 | Boots of Travel | 4 | 3.48% | 29.3 | 50.00% | +9.46% | +50.00% | -50.00% | 0.00% | 39:23 | 27:09 | 27:09 | 37:40 | 40:35 | 52:06 | 13:26 | 09:57 |
 | Octarine Core | 4 | 3.48% | 27.6 | 50.00% | +9.46% | +50.00% | -50.00% | 0.00% | 37:59 | 33:50 | 33:50 | 38:17 | 38:47 | 41:01 | 04:57 | 03:40 |
 | Ghost Scepter | 9 | 7.83% | 25.9 | 33.33% | -8.18% | -33.33% | +16.67% | 0.00% | 29:29 | 25:03 | 26:58 | 28:10 | 31:25 | 36:01 | 04:27 | 03:17 |
 | Spirit Vessel | 1 | 0.87% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 19:51 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.87% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.87% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.87% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Drum of Endurance | 6 | 5.22% | 17.2 | 33.33% | -7.95% | -33.33% | -33.33% | 0.00% | 29:42 | 23:47 | 24:05 | 25:51 | 35:07 | 43:17 | 11:02 | 08:10 |
 | Bottle | 6 | 5.22% | 15.5 | 33.33% | -7.95% | -33.33% | -33.33% | 0.00% | 05:55 | 01:14 | 01:20 | 01:27 | 01:40 | 28:08 | 00:20 | 00:14 |
 | Scythe of Vyse | 2 | 1.74% | 13.8 | 50.00% | +9.29% | -50.00% | 0.00% | 0.00% | 56:42 | 48:00 | 48:00 | 1:05:24 | 1:05:24 | 1:05:24 | 17:24 | 12:53 |
 | Heaven's Halberd | 2 | 1.74% | 12.1 | 50.00% | +9.29% | -50.00% | 0.00% | 0.00% | 38:53 | 36:46 | 36:46 | 40:59 | 40:59 | 40:59 | 04:13 | 03:07 |
 | Wraith Band | 3 | 2.61% | 10.3 | 33.33% | -7.74% | +66.67% | 0.00% | 0.00% | 29:10 | 23:29 | 23:29 | 31:08 | 32:54 | 32:54 | 09:25 | 06:58 |
 | Sange | 3 | 2.61% | 8.6 | 33.33% | -7.74% | -33.33% | 0.00% | 0.00% | 34:23 | 30:38 | 30:38 | 31:31 | 40:59 | 40:59 | 10:21 | 07:40 |
 | Aghanim's Blessing | 1 | 0.87% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:54 | 1:19:54 | 1:19:54 | 1:19:54 | 1:19:54 | 1:19:54 | 00:00 | 00:00 |
 | Aeon Disk | 3 | 2.61% | 5.2 | 0.00% | -41.96% | 0.00% | 0.00% | 0.00% | 1:01:26 | 35:01 | 35:01 | 1:11:58 | 1:17:19 | 1:17:19 | 42:18 | 31:20 |
 | Desolator | 1 | 0.87% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:24 | 57:24 | 57:24 | 57:24 | 57:24 | 57:24 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.87% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 00:00 | 00:00 |