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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 | |
 | Boots of Travel | 7 | 8.24% | 100.0 | 85.71% | +53.66% | -35.71% | +14.29% | 0.00% | 40:26 | 30:46 | 31:36 | 42:32 | 45:20 | 46:30 | 13:44 | 10:10 |
 | Linken's Sphere | 11 | 12.94% | 98.2 | 72.73% | +41.65% | +27.27% | -6.06% | -5.75% | 29:53 | 24:37 | 26:31 | 29:51 | 32:19 | 38:14 | 05:48 | 04:17 |
 | Void Stone | 34 | 40.00% | 96.5 | 52.94% | +27.45% | -8.50% | -27.94% | -1.49% | 28:53 | 16:28 | 21:15 | 27:10 | 34:19 | 45:13 | 13:04 | 09:40 |
 | Bottle | 66 | 77.65% | 94.7 | 40.91% | +19.86% | +0.27% | -15.91% | -16.18% | 01:44 | 00:48 | 01:21 | 01:32 | 01:45 | 05:25 | 00:24 | 00:17 |
 | Aghanim's Scepter | 33 | 38.82% | 93.0 | 45.45% | +14.68% | +17.05% | -20.45% | -3.81% | 31:40 | 21:12 | 25:36 | 29:08 | 35:26 | 56:04 | 09:50 | 07:17 |
 | Aeon Disk | 12 | 14.12% | 91.2 | 58.33% | +25.45% | +8.34% | -58.33% | -14.55% | 41:41 | 30:50 | 38:17 | 40:08 | 42:52 | 59:11 | 04:35 | 03:23 |
 | Blink Dagger | 76 | 89.41% | 89.5 | 38.16% | +15.94% | +9.21% | -6.58% | -3.37% | 20:40 | 13:44 | 17:24 | 19:36 | 22:05 | 37:46 | 04:41 | 03:28 |
 | Diffusal Blade | 73 | 85.88% | 87.7 | 38.36% | +13.36% | +11.64% | -16.14% | -13.44% | 14:02 | 10:42 | 12:58 | 14:06 | 15:02 | 18:37 | 02:04 | 01:31 |
 | Arcane Boots | 80 | 94.12% | 86.0 | 37.50% | +17.50% | +2.50% | -7.50% | -4.65% | 08:09 | 04:32 | 06:50 | 07:48 | 08:59 | 13:27 | 02:09 | 01:35 |
 | Blight Stone | 74 | 87.06% | 84.2 | 37.84% | +10.57% | +4.27% | -10.06% | -5.09% | 04:10 | 01:48 | 02:28 | 02:45 | 05:17 | 12:23 | 02:49 | 02:05 |
 | Boots of Speed | 85 | 100.00% | 82.5 | 36.47% | +36.47% | +1.63% | -17.42% | -9.07% | 04:58 | 00:31 | 03:55 | 04:51 | 06:01 | 08:34 | 02:06 | 01:33 |
 | Ring of Health | 29 | 34.12% | 80.7 | 44.83% | +12.69% | -16.26% | -16.26% | 0.00% | 28:17 | 03:34 | 21:25 | 28:10 | 36:07 | 50:06 | 14:42 | 10:53 |
 | Quelling Blade | 84 | 98.82% | 78.9 | 35.71% | -64.29% | +2.39% | +7.15% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:12 | 00:00 | 00:00 |
 | Aghanim's Shard | 71 | 83.53% | 77.2 | 36.62% | +0.91% | +2.27% | -14.40% | -3.38% | 21:51 | 15:00 | 18:25 | 20:35 | 23:21 | 42:02 | 04:56 | 03:39 |
 | Magic Wand | 70 | 82.35% | 75.4 | 35.71% | -4.29% | -19.04% | +5.47% | 5.14% | 07:30 | 01:45 | 04:41 | 06:27 | 09:27 | 23:18 | 04:46 | 03:31 |
 | Skull Basher | 37 | 43.53% | 73.7 | 40.54% | +7.21% | -18.32% | +15.02% | 5.72% | 28:44 | 23:20 | 25:13 | 28:32 | 31:03 | 37:02 | 05:50 | 04:19 |
 | Magic Stick | 78 | 91.76% | 71.9 | 34.62% | -22.52% | -14.62% | +2.22% | 4.11% | 03:51 | -01:29 | 02:14 | 03:03 | 06:20 | 13:27 | 04:06 | 03:02 |
 | Aether Lens | 11 | 12.94% | 70.2 | 54.55% | +20.77% | +45.45% | -21.22% | -9.07% | 40:25 | 31:20 | 34:36 | 40:44 | 41:57 | 51:05 | 07:21 | 05:26 |
 | Fluffy Hat | 49 | 57.65% | 68.4 | 34.69% | -4.20% | +6.98% | -9.69% | -3.58% | 08:52 | 03:17 | 05:16 | 07:57 | 09:55 | 29:59 | 04:39 | 03:26 |
 | Orb of Venom | 48 | 56.47% | 66.7 | 33.33% | -7.21% | +8.34% | -8.33% | -4.26% | 08:03 | 02:06 | 04:51 | 07:47 | 08:46 | 22:52 | 03:55 | 02:54 |
 | Orb of Corrosion | 45 | 52.94% | 64.9 | 33.33% | -6.67% | +12.12% | -15.15% | -7.21% | 08:41 | 04:10 | 05:59 | 08:20 | 09:46 | 22:52 | 03:47 | 02:48 |
 | Octarine Core | 9 | 10.59% | 63.2 | 44.44% | +8.91% | +55.56% | -44.44% | 0.00% | 42:00 | 34:35 | 35:21 | 41:47 | 45:54 | 51:05 | 10:33 | 07:48 |
 | Lotus Orb | 9 | 10.59% | 61.4 | 44.44% | +8.91% | +5.56% | +5.56% | 0.00% | 24:26 | 19:05 | 19:57 | 26:08 | 26:28 | 32:49 | 06:31 | 04:49 |
 | Vladmir's Offering | 3 | 3.53% | 59.6 | 66.67% | +31.30% | +33.33% | 0.00% | 0.00% | 27:16 | 23:11 | 23:11 | 28:36 | 30:00 | 30:00 | 06:49 | 05:02 |
 | Ring of Basilius | 3 | 3.53% | 57.9 | 66.67% | +31.30% | +33.33% | 0.00% | 0.00% | 25:26 | 21:33 | 21:33 | 24:44 | 30:00 | 30:00 | 08:27 | 06:15 |
 | Morbid Mask | 3 | 3.53% | 56.1 | 66.67% | +31.30% | +33.33% | 0.00% | 0.00% | 25:44 | 22:26 | 22:26 | 24:45 | 30:00 | 30:00 | 07:34 | 05:36 |
 | Abyssal Blade | 11 | 12.94% | 54.4 | 36.36% | -0.13% | +30.31% | -36.36% | -6.34% | 42:43 | 30:28 | 35:15 | 41:53 | 45:46 | 1:01:42 | 10:31 | 07:47 |
 | Eul's Scepter of Divinity | 7 | 8.24% | 52.6 | 42.86% | +6.96% | +7.14% | +7.14% | 0.00% | 25:52 | 16:39 | 17:53 | 18:57 | 19:17 | 56:22 | 01:24 | 01:02 |
 | Buckler | 12 | 14.12% | 50.9 | 33.33% | -3.66% | +33.34% | 0.00% | -4.23% | 19:23 | 12:33 | 14:23 | 16:10 | 22:16 | 30:00 | 07:53 | 05:50 |
 | Vanguard | 12 | 14.12% | 49.1 | 33.33% | -3.66% | 0.00% | -33.33% | -2.93% | 39:16 | 06:58 | 33:17 | 40:33 | 44:39 | 1:01:35 | 11:22 | 08:25 |
 | Ring of Protection | 13 | 15.29% | 47.4 | 30.77% | -6.73% | +2.56% | +2.56% | 0.00% | 17:02 | 02:59 | 12:40 | 16:09 | 21:52 | 25:26 | 09:12 | 06:48 |
 | Wind Lace | 8 | 9.41% | 45.6 | 37.50% | +1.14% | -37.50% | +12.50% | 0.00% | 20:14 | 02:03 | 15:13 | 15:38 | 17:34 | 55:54 | 02:21 | 01:44 |
 | Shiva's Guard | 4 | 4.71% | 43.9 | 50.00% | +14.20% | -50.00% | +50.00% | 0.00% | 30:39 | 27:30 | 27:30 | 30:28 | 30:31 | 34:06 | 03:01 | 02:14 |
 | Wraith Pact | 1 | 1.18% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Mekansm | 10 | 11.76% | 40.4 | 30.00% | -7.33% | +36.67% | -30.00% | 0.00% | 15:48 | 12:02 | 12:23 | 14:39 | 18:21 | 25:26 | 05:58 | 04:25 |
 | Guardian Greaves | 10 | 11.76% | 38.6 | 30.00% | -7.33% | +36.67% | -30.00% | 0.00% | 19:43 | 15:00 | 16:00 | 18:15 | 22:32 | 29:52 | 06:32 | 04:50 |
 | Headdress | 11 | 12.94% | 36.8 | 27.27% | -10.57% | +6.06% | -27.27% | -4.15% | 13:07 | 03:08 | 08:57 | 13:04 | 16:59 | 25:26 | 08:02 | 05:57 |
 | Chainmail | 11 | 12.94% | 35.1 | 27.27% | -10.57% | +39.40% | -27.27% | -21.74% | 14:53 | 09:41 | 11:52 | 14:10 | 14:56 | 25:26 | 03:04 | 02:16 |
 | Wraith Band | 12 | 14.12% | 33.3 | 25.00% | -13.36% | -25.00% | +41.67% | 66.67% | 01:45 | 00:08 | 01:33 | 01:40 | 02:03 | 02:31 | 00:30 | 00:22 |
 | Boots of Travel 2 | 2 | 2.35% | 31.6 | 50.00% | +13.86% | -50.00% | 0.00% | 0.00% | 42:37 | 39:30 | 39:30 | 45:44 | 45:44 | 45:44 | 06:14 | 04:37 |
 | Aghanim's Blessing | 3 | 3.53% | 29.8 | 33.33% | -3.26% | +66.67% | 0.00% | 0.00% | 53:00 | 43:31 | 43:31 | 56:34 | 58:56 | 58:56 | 15:25 | 11:25 |
 | Scythe of Vyse | 4 | 4.71% | 28.1 | 25.00% | -12.04% | -25.00% | -25.00% | 0.00% | 40:24 | 37:35 | 37:35 | 37:49 | 39:28 | 46:44 | 01:53 | 01:23 |
 | Wind Waker | 1 | 1.18% | 26.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:57 | 58:57 | 58:57 | 58:57 | 58:57 | 58:57 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 2.35% | 24.6 | 0.00% | -37.35% | 0.00% | 0.00% | 0.00% | 31:26 | 12:01 | 12:01 | 50:51 | 50:51 | 50:51 | 38:50 | 28:45 |
 | Overwhelming Blink | 2 | 2.35% | 22.8 | 0.00% | -37.35% | 0.00% | 0.00% | 0.00% | 1:02:28 | 55:18 | 55:18 | 1:09:38 | 1:09:38 | 1:09:38 | 14:20 | 10:37 |
 | Javelin | 4 | 4.71% | 21.1 | 0.00% | -38.27% | 0.00% | 0.00% | 0.00% | 32:14 | 15:05 | 15:05 | 20:31 | 45:35 | 47:44 | 30:30 | 22:35 |
 | Power Treads | 2 | 2.35% | 19.3 | 0.00% | -37.35% | 0.00% | 0.00% | 0.00% | 08:10 | 06:07 | 06:07 | 10:13 | 10:13 | 10:13 | 04:06 | 03:02 |
 | Gleipnir | 1 | 1.18% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.18% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Crown | 1 | 1.18% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.18% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.18% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 04:42 | 00:00 | 00:00 |
 | Force Staff | 4 | 4.71% | 8.8 | 0.00% | -38.27% | 0.00% | 0.00% | 0.00% | 31:08 | 30:18 | 30:18 | 30:46 | 31:18 | 32:08 | 01:00 | 00:44 |
 | Refresher Orb | 1 | 1.18% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.18% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 00:00 | 00:00 |
 | Black King Bar | 2 | 2.35% | 3.5 | 0.00% | -37.35% | 0.00% | 0.00% | 0.00% | 22:27 | 21:31 | 21:31 | 23:23 | 23:23 | 23:23 | 01:52 | 01:22 |
 | Maelstrom | 3 | 3.53% | 1.8 | 0.00% | -37.80% | 0.00% | 0.00% | 0.00% | 37:16 | 18:28 | 18:28 | 45:35 | 47:44 | 47:44 | 29:16 | 21:40 |