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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 | |
 | Shiva's Guard | 9 | 11.69% | 100.0 | 88.89% | +40.36% | +11.11% | -38.89% | 0.00% | 31:25 | 22:29 | 24:42 | 32:37 | 35:09 | 37:56 | 10:27 | 07:44 |
 | Black King Bar | 11 | 14.29% | 98.4 | 81.82% | +33.34% | +18.18% | -15.15% | 0.00% | 33:13 | 20:54 | 25:12 | 31:22 | 36:59 | 55:17 | 11:47 | 08:43 |
 | Chainmail | 63 | 81.82% | 96.7 | 58.73% | +30.16% | +10.02% | -2.48% | -1.16% | 14:03 | 04:15 | 07:55 | 12:31 | 18:44 | 30:32 | 10:49 | 08:00 |
 | Magic Wand | 61 | 79.22% | 95.1 | 57.38% | +19.88% | -4.05% | +2.62% | 0.94% | 08:49 | 00:55 | 04:34 | 07:25 | 11:38 | 24:22 | 07:04 | 05:14 |
 | Phase Boots | 32 | 41.56% | 93.4 | 62.50% | +15.83% | +12.50% | 0.00% | -2.40% | 11:31 | 05:16 | 08:07 | 09:47 | 13:20 | 27:43 | 05:13 | 03:51 |
 | Void Stone | 31 | 40.26% | 91.8 | 61.29% | +13.46% | -11.29% | +1.21% | 0.97% | 24:57 | 09:10 | 18:31 | 23:57 | 31:25 | 41:10 | 12:54 | 09:33 |
 | Boots of Speed | 77 | 100.00% | 90.2 | 53.25% | +53.25% | -0.62% | -5.88% | -2.13% | 04:48 | 01:30 | 03:27 | 04:55 | 05:55 | 10:14 | 02:28 | 01:49 |
 | Magic Stick | 71 | 92.21% | 88.5 | 53.52% | +3.52% | -3.52% | -3.52% | 0.00% | 04:43 | -01:29 | 01:58 | 03:56 | 07:23 | 14:26 | 05:25 | 04:00 |
 | Quelling Blade | 76 | 98.70% | 86.9 | 52.63% | -47.37% | -26.31% | +10.53% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 01:36 | 00:00 | 00:00 |
 | Wind Lace | 36 | 46.75% | 85.2 | 58.33% | +9.55% | -13.89% | +8.34% | 1.46% | 15:40 | 03:22 | 07:18 | 11:34 | 22:31 | 45:07 | 15:13 | 11:16 |
 | Bottle | 32 | 41.56% | 83.6 | 59.38% | +10.49% | +15.62% | -9.38% | -13.27% | 03:52 | 02:06 | 02:43 | 03:49 | 04:36 | 07:11 | 01:53 | 01:23 |
 | Soul Ring | 24 | 31.17% | 82.0 | 62.50% | +13.44% | +4.17% | +4.17% | 0.00% | 05:43 | 02:43 | 03:23 | 05:58 | 07:04 | 12:48 | 03:41 | 02:43 |
 | Ring of Health | 62 | 80.52% | 80.3 | 53.23% | -0.10% | +9.27% | -13.23% | -2.46% | 14:39 | 02:54 | 09:14 | 13:15 | 18:22 | 47:43 | 09:08 | 06:45 |
 | Ring of Protection | 47 | 61.04% | 78.7 | 55.32% | +5.32% | -21.99% | +3.01% | 1.70% | 08:17 | -01:29 | -01:29 | 02:05 | 16:09 | 45:55 | 17:38 | 13:03 |
 | Hood of Defiance | 52 | 67.53% | 77.0 | 53.85% | +1.85% | 0.00% | -23.08% | -3.26% | 14:52 | 07:48 | 11:10 | 14:15 | 18:15 | 31:25 | 07:05 | 05:14 |
 | Pipe of Insight | 31 | 40.26% | 75.4 | 58.06% | +8.06% | +29.44% | -20.56% | -6.20% | 23:09 | 14:31 | 17:42 | 21:45 | 25:46 | 48:24 | 08:04 | 05:58 |
 | Buckler | 25 | 32.47% | 73.8 | 60.00% | +10.00% | -26.67% | -10.00% | 1.54% | 25:12 | 14:53 | 18:43 | 21:54 | 29:33 | 45:55 | 10:50 | 08:01 |
 | Solar Crest | 13 | 16.88% | 72.1 | 69.23% | +19.23% | +30.77% | -2.56% | -3.42% | 32:10 | 23:34 | 26:23 | 30:14 | 36:07 | 45:39 | 09:44 | 07:12 |
 | Lotus Orb | 21 | 27.27% | 70.5 | 61.90% | +11.90% | +38.10% | -21.90% | -4.75% | 33:27 | 18:02 | 25:36 | 35:11 | 38:14 | 57:30 | 12:38 | 09:21 |
 | Medallion of Courage | 19 | 24.68% | 68.9 | 63.16% | +13.16% | -3.16% | +16.84% | 1.82% | 26:52 | 17:45 | 21:36 | 23:57 | 32:34 | 41:59 | 10:58 | 08:07 |
 | Headdress | 45 | 58.44% | 67.2 | 53.33% | +0.20% | +1.22% | -16.97% | -1.97% | 18:13 | 07:34 | 12:30 | 17:05 | 21:43 | 39:48 | 09:13 | 06:49 |
 | Rod of Atos | 37 | 48.05% | 65.6 | 51.35% | -3.65% | +26.43% | -6.91% | -8.37% | 15:34 | 10:19 | 13:00 | 15:12 | 16:59 | 29:57 | 03:59 | 02:57 |
 | Crown | 37 | 48.05% | 63.9 | 51.35% | -3.65% | +15.32% | +4.21% | -3.60% | 10:34 | 05:16 | 08:17 | 10:02 | 11:22 | 29:57 | 03:05 | 02:17 |
 | Blight Stone | 21 | 27.27% | 62.3 | 57.14% | +5.35% | -17.14% | +2.86% | 1.51% | 26:11 | 02:48 | 21:00 | 23:57 | 34:15 | 41:59 | 13:15 | 09:48 |
 | Arcane Boots | 35 | 45.45% | 60.7 | 51.43% | -3.33% | -6.99% | -6.99% | 0.00% | 12:59 | 04:24 | 07:01 | 09:50 | 12:49 | 37:57 | 05:48 | 04:17 |
 | Guardian Greaves | 19 | 24.68% | 59.0 | 57.89% | +6.17% | -17.89% | -37.89% | -2.49% | 25:12 | 14:53 | 20:10 | 24:03 | 28:12 | 37:57 | 08:02 | 05:57 |
 | Mekansm | 25 | 32.47% | 57.4 | 52.00% | -1.85% | -2.00% | -35.33% | -3.55% | 18:57 | 11:14 | 13:52 | 17:08 | 23:16 | 30:32 | 09:24 | 06:57 |
 | Ghost Scepter | 7 | 9.09% | 55.7 | 71.43% | +20.00% | -21.43% | +28.57% | 0.00% | 38:54 | 28:22 | 31:30 | 36:06 | 37:26 | 1:01:01 | 05:56 | 04:23 |
 | Bracer | 35 | 45.45% | 54.1 | 45.71% | -13.81% | +32.07% | -34.60% | -66.67% | 02:41 | 01:13 | 01:59 | 02:21 | 02:58 | 05:26 | 00:59 | 00:43 |
 | Sange | 6 | 7.79% | 52.5 | 66.67% | +14.56% | -16.67% | -66.67% | 0.00% | 29:36 | 22:47 | 25:31 | 27:38 | 29:23 | 42:58 | 03:52 | 02:51 |
 | Aeon Disk | 2 | 2.60% | 50.8 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 50:39 | 44:48 | 44:48 | 56:29 | 56:29 | 56:29 | 11:41 | 08:39 |
 | Force Staff | 7 | 9.09% | 49.2 | 57.14% | +4.28% | +42.86% | -7.14% | 0.00% | 30:24 | 17:36 | 19:47 | 28:30 | 38:33 | 47:36 | 18:46 | 13:54 |
 | Vanguard | 18 | 23.38% | 47.5 | 38.89% | -18.74% | +21.11% | +11.11% | -0.91% | 18:26 | 09:15 | 11:45 | 17:16 | 22:43 | 38:39 | 10:58 | 08:07 |
 | Eul's Scepter of Divinity | 11 | 14.29% | 45.9 | 45.45% | -9.10% | -12.12% | +21.22% | 0.00% | 20:51 | 11:34 | 15:33 | 18:58 | 19:42 | 46:14 | 04:09 | 03:04 |
 | Aether Lens | 5 | 6.49% | 44.3 | 60.00% | +7.22% | -60.00% | -60.00% | 0.00% | 23:39 | 19:38 | 19:38 | 25:23 | 26:26 | 26:53 | 06:48 | 05:02 |
 | Aghanim's Scepter | 3 | 3.90% | 42.6 | 66.67% | +13.97% | +33.33% | 0.00% | 0.00% | 48:18 | 20:31 | 20:31 | 53:23 | 1:11:01 | 1:11:01 | 50:30 | 37:24 |
 | Heart of Tarrasque | 3 | 3.90% | 41.0 | 66.67% | +13.97% | +33.33% | 0.00% | 0.00% | 36:27 | 26:12 | 26:12 | 35:19 | 47:50 | 47:50 | 21:38 | 16:01 |
 | Heaven's Halberd | 3 | 3.90% | 39.3 | 66.67% | +13.97% | +33.33% | 0.00% | 0.00% | 28:09 | 25:56 | 25:56 | 26:34 | 31:58 | 31:58 | 06:02 | 04:28 |
 | Helm of Iron Will | 13 | 16.88% | 37.7 | 30.77% | -27.04% | +35.90% | +2.56% | -3.99% | 22:29 | 14:32 | 16:26 | 21:53 | 24:47 | 32:15 | 08:21 | 06:11 |
 | Crimson Guard | 13 | 16.88% | 36.1 | 30.77% | -27.04% | +35.90% | +2.56% | -3.04% | 24:58 | 16:17 | 17:50 | 23:56 | 28:47 | 34:31 | 10:57 | 08:06 |
 | Assault Cuirass | 4 | 5.19% | 34.4 | 50.00% | -3.42% | +50.00% | -50.00% | 0.00% | 43:23 | 30:42 | 30:42 | 39:10 | 46:15 | 57:24 | 15:33 | 11:31 |
 | Vladmir's Offering | 1 | 1.30% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.30% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:18 | 58:18 | 58:18 | 58:18 | 58:18 | 58:18 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.30% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.30% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.30% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.30% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:17 | 1:09:17 | 1:09:17 | 1:09:17 | 1:09:17 | 1:09:17 | 00:00 | 00:00 |
 | Tranquil Boots | 5 | 6.49% | 23.0 | 40.00% | -14.17% | -40.00% | +60.00% | 0.00% | 09:53 | 05:32 | 05:32 | 08:42 | 13:21 | 15:00 | 07:49 | 05:47 |
 | Ring of Basilius | 2 | 2.60% | 21.3 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 15:35 | 04:21 | 04:21 | 26:49 | 26:49 | 26:49 | 22:28 | 16:38 |
 | Octarine Core | 2 | 2.60% | 19.7 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 33:08 | 31:06 | 31:06 | 35:09 | 35:09 | 35:09 | 04:03 | 03:00 |
 | Wind Waker | 2 | 2.60% | 18.0 | 0.00% | -54.67% | 0.00% | 0.00% | 0.00% | 58:49 | 52:20 | 52:20 | 1:05:17 | 1:05:17 | 1:05:17 | 12:57 | 09:35 |
 | Aghanim's Shard | 1 | 1.30% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.30% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.30% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 02:48 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 2.60% | 11.5 | 0.00% | -54.67% | 0.00% | 0.00% | 0.00% | 37:55 | 35:48 | 35:48 | 40:01 | 40:01 | 40:01 | 04:13 | 03:07 |
 | Orb of Corrosion | 1 | 1.30% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:29 | 03:29 | 03:29 | 03:29 | 03:29 | 03:29 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.30% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.30% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:21 | -01:21 | -01:21 | -01:21 | -01:21 | -01:21 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.30% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |
 | Javelin | 1 | 1.30% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |
 | Gleipnir | 1 | 1.30% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |