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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 Shard | 62 | 63.92% | 100.0 | 67.74% | +19.17% | -5.24% | +5.59% | 1.40% | 26:47 | 15:02 | 22:08 | 25:21 | 29:51 | 53:04 | 07:43 | 05:42 |
 | Blink Dagger | 72 | 74.23% | 98.0 | 66.67% | +22.67% | +11.11% | +5.55% | -0.71% | 24:30 | 14:23 | 19:29 | 22:01 | 27:20 | 53:48 | 07:51 | 05:48 |
 | Magic Stick | 87 | 89.69% | 95.9 | 62.07% | +12.07% | +1.57% | +1.57% | 0.00% | 04:15 | -01:29 | -01:29 | 03:28 | 07:50 | 29:18 | 09:19 | 06:54 |
 | Force Staff | 20 | 20.62% | 93.9 | 75.00% | +17.86% | +25.00% | -35.00% | -4.34% | 29:51 | 17:53 | 20:57 | 30:05 | 34:46 | 46:22 | 13:49 | 10:14 |
 | Boots of Speed | 97 | 100.00% | 91.8 | 60.82% | +60.82% | +1.68% | -14.99% | -3.60% | 05:47 | -01:29 | 03:51 | 06:41 | 08:29 | 14:12 | 04:38 | 03:25 |
 | Fluffy Hat | 37 | 38.14% | 89.8 | 64.86% | +6.53% | +12.92% | -20.42% | -2.71% | 19:08 | 02:32 | 12:25 | 15:55 | 24:44 | 46:22 | 12:19 | 09:07 |
 | Magic Wand | 59 | 60.82% | 87.8 | 61.02% | +0.49% | +18.98% | -7.69% | -5.80% | 11:05 | 01:16 | 07:35 | 10:21 | 12:11 | 30:54 | 04:36 | 03:24 |
 | Ring of Health | 18 | 18.56% | 85.7 | 66.67% | +7.18% | -6.67% | +8.33% | 0.85% | 38:08 | 17:00 | 27:29 | 34:50 | 45:06 | 1:04:02 | 17:37 | 13:02 |
 | Wind Lace | 59 | 60.82% | 83.7 | 54.24% | -16.81% | -14.24% | +12.43% | 3.77% | 09:41 | -01:29 | 04:54 | 07:30 | 11:58 | 41:10 | 07:04 | 05:14 |
 | Arcane Boots | 22 | 22.68% | 81.6 | 63.64% | +3.64% | -13.64% | -3.64% | 0.73% | 19:48 | 08:48 | 13:01 | 15:28 | 26:48 | 50:06 | 13:47 | 10:12 |
 | Ring of Protection | 30 | 30.93% | 79.6 | 60.00% | -1.19% | +2.50% | -2.86% | -0.25% | 15:27 | -01:29 | 03:04 | 10:58 | 24:32 | 53:00 | 21:28 | 15:54 |
 | Wraith Pact | 4 | 4.12% | 77.6 | 100.00% | +40.86% | 0.00% | 0.00% | 0.00% | 41:43 | 32:15 | 32:15 | 40:31 | 42:32 | 51:32 | 10:17 | 07:37 |
 | Tranquil Boots | 49 | 50.52% | 75.5 | 53.06% | -15.69% | -3.06% | +5.27% | 1.42% | 13:31 | 04:54 | 08:44 | 10:28 | 14:35 | 38:46 | 05:51 | 04:20 |
 | Orb of Venom | 20 | 20.62% | 73.5 | 60.00% | -1.04% | +20.00% | 0.00% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | -00:57 | 00:00 | 00:00 |
 | Void Stone | 18 | 18.56% | 71.4 | 61.11% | +0.35% | -1.11% | +13.89% | 0.97% | 39:05 | 20:39 | 29:40 | 37:31 | 45:06 | 1:04:02 | 15:26 | 11:25 |
 | Lotus Orb | 6 | 6.19% | 69.4 | 83.33% | +23.99% | -33.33% | +16.67% | 2.81% | 40:07 | 27:29 | 28:39 | 32:12 | 46:25 | 1:04:02 | 17:46 | 13:09 |
 | Ring of Basilius | 27 | 27.84% | 67.3 | 55.56% | -7.30% | -12.70% | +1.58% | 3.20% | 14:15 | 03:15 | 07:45 | 09:58 | 12:13 | 53:00 | 04:28 | 03:18 |
 | Soul Ring | 13 | 13.40% | 65.3 | 61.54% | +0.83% | +5.13% | -28.21% | -5.13% | 11:25 | 05:22 | 07:39 | 12:14 | 14:09 | 17:51 | 06:30 | 04:48 |
 | Holy Locket | 11 | 11.34% | 63.3 | 63.64% | +3.17% | +3.03% | +3.03% | 0.00% | 20:39 | 15:03 | 15:48 | 16:50 | 21:22 | 35:39 | 05:34 | 04:07 |
 | Vladmir's Offering | 11 | 11.34% | 61.2 | 63.64% | +3.17% | +3.03% | +3.03% | 0.00% | 36:15 | 19:59 | 30:49 | 32:35 | 40:11 | 53:00 | 09:22 | 06:56 |
 | Morbid Mask | 11 | 11.34% | 59.2 | 63.64% | +3.17% | +3.03% | +3.03% | 0.00% | 35:10 | 19:53 | 29:54 | 32:34 | 37:43 | 53:00 | 07:49 | 05:47 |
 | Chainmail | 9 | 9.28% | 57.1 | 66.67% | +6.44% | -16.67% | -16.67% | 0.00% | 18:43 | 08:17 | 11:10 | 18:18 | 23:29 | 32:37 | 12:19 | 09:07 |
 | Drum of Endurance | 3 | 3.09% | 55.1 | 100.00% | +40.43% | 0.00% | 0.00% | 0.00% | 30:14 | 23:49 | 23:49 | 27:40 | 39:14 | 39:14 | 15:25 | 11:25 |
 | Veil of Discord | 3 | 3.09% | 53.1 | 100.00% | +40.43% | 0.00% | 0.00% | 0.00% | 14:19 | 12:45 | 12:45 | 12:47 | 17:26 | 17:26 | 04:41 | 03:28 |
 | Mekansm | 5 | 5.15% | 51.0 | 80.00% | +20.22% | +20.00% | +20.00% | 0.00% | 26:24 | 24:10 | 24:10 | 24:38 | 26:00 | 32:37 | 01:50 | 01:21 |
 | Buckler | 12 | 12.37% | 49.0 | 58.33% | -2.85% | +8.34% | +8.34% | 0.00% | 32:00 | 12:54 | 23:47 | 28:02 | 37:43 | 53:00 | 13:56 | 10:19 |
 | Headdress | 17 | 17.53% | 46.9 | 47.06% | -16.69% | -22.06% | +27.94% | 4.08% | 04:48 | -01:29 | -01:29 | -01:29 | 13:45 | 35:14 | 15:14 | 11:17 |
 | Spirit Vessel | 2 | 2.06% | 44.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 17:53 | 14:27 | 14:27 | 21:18 | 21:18 | 21:18 | 06:51 | 05:04 |
 | Boots of Bearing | 2 | 2.06% | 42.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 31:48 | 30:10 | 30:10 | 33:26 | 33:26 | 33:26 | 03:16 | 02:25 |
 | Sange | 2 | 2.06% | 40.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 36:07 | 34:23 | 34:23 | 37:51 | 37:51 | 37:51 | 03:28 | 02:34 |
 | Urn of Shadows | 2 | 2.06% | 38.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 11:04 | 07:31 | 07:31 | 14:37 | 14:37 | 14:37 | 07:06 | 05:15 |
 | Crown | 5 | 5.15% | 36.7 | 60.00% | -0.87% | +40.00% | -60.00% | 0.00% | 20:33 | 12:16 | 12:16 | 16:16 | 20:45 | 41:10 | 08:29 | 06:17 |
 | Quelling Blade | 3 | 3.09% | 34.7 | 66.67% | +6.03% | -66.67% | 0.00% | 0.00% | 18:58 | 12:16 | 12:16 | 21:44 | 22:54 | 22:54 | 10:38 | 07:52 |
 | Phase Boots | 3 | 3.09% | 32.7 | 66.67% | +6.03% | +33.33% | 0.00% | 0.00% | 13:15 | 09:55 | 09:55 | 11:37 | 18:14 | 18:14 | 08:19 | 06:09 |
 | Aghanim's Scepter | 3 | 3.09% | 30.6 | 66.67% | +6.03% | +33.33% | 0.00% | 0.00% | 49:02 | 36:24 | 36:24 | 41:44 | 1:08:57 | 1:08:57 | 32:33 | 24:06 |
 | Refresher Orb | 4 | 4.12% | 28.6 | 50.00% | -11.29% | -50.00% | +50.00% | 0.00% | 47:38 | 35:59 | 35:59 | 45:57 | 46:06 | 1:02:28 | 10:07 | 07:29 |
 | Scythe of Vyse | 1 | 1.03% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.03% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.03% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.03% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.03% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.03% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Vanguard | 2 | 2.06% | 14.3 | 50.00% | -11.05% | +50.00% | 0.00% | 0.00% | 23:04 | 21:26 | 21:26 | 24:42 | 24:42 | 24:42 | 03:16 | 02:25 |
 | Helm of Iron Will | 2 | 2.06% | 12.2 | 50.00% | -11.05% | -50.00% | 0.00% | 0.00% | 27:50 | 25:24 | 25:24 | 30:15 | 30:15 | 30:15 | 04:51 | 03:35 |
 | Solar Crest | 2 | 2.06% | 10.2 | 0.00% | -62.11% | 0.00% | 0.00% | 0.00% | 31:24 | 21:33 | 21:33 | 41:15 | 41:15 | 41:15 | 19:42 | 14:35 |
 | Blight Stone | 2 | 2.06% | 8.2 | 0.00% | -62.11% | 0.00% | 0.00% | 0.00% | 24:36 | 15:54 | 15:54 | 33:17 | 33:17 | 33:17 | 17:23 | 12:52 |
 | Eul's Scepter of Divinity | 2 | 2.06% | 6.1 | 0.00% | -62.11% | 0.00% | 0.00% | 0.00% | 37:04 | 28:12 | 28:12 | 45:55 | 45:55 | 45:55 | 17:43 | 13:07 |
 | Aeon Disk | 1 | 1.03% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 54:21 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 2.06% | 2.0 | 0.00% | -62.11% | 0.00% | 0.00% | 0.00% | 25:03 | 16:48 | 16:48 | 33:17 | 33:17 | 33:17 | 16:29 | 12:12 |