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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 | |
 | Power Treads | 98 | 59.76% | 100.0 | 55.10% | +18.74% | -15.10% | +3.23% | 6.11% | 09:23 | 04:23 | 06:44 | 07:48 | 09:44 | 30:20 | 03:00 | 02:13 |
 | Blink Dagger | 17 | 10.37% | 98.6 | 70.59% | +25.69% | -20.59% | -45.59% | -2.14% | 34:47 | 21:58 | 27:14 | 32:54 | 38:56 | 55:40 | 11:42 | 08:40 |
 | Void Stone | 52 | 31.71% | 97.1 | 57.69% | +14.83% | -11.54% | -11.54% | 0.00% | 30:17 | 09:35 | 20:35 | 28:45 | 37:19 | 1:01:34 | 16:44 | 12:23 |
 | Black King Bar | 108 | 65.85% | 95.7 | 51.85% | +12.56% | +7.41% | -14.81% | -4.21% | 25:18 | 16:29 | 21:35 | 24:04 | 26:52 | 52:04 | 05:17 | 03:54 |
 | Rod of Atos | 141 | 85.98% | 94.3 | 50.35% | +19.92% | +15.36% | -10.35% | -10.28% | 15:03 | 10:28 | 13:25 | 14:33 | 15:55 | 30:33 | 02:30 | 01:51 |
 | Crown | 145 | 88.41% | 92.9 | 48.97% | +12.13% | +9.36% | -15.64% | -9.49% | 10:47 | 01:57 | 08:54 | 09:52 | 11:32 | 31:58 | 02:38 | 01:57 |
 | Magic Wand | 106 | 64.63% | 91.4 | 50.00% | +6.90% | +9.26% | -11.54% | -4.35% | 08:28 | -01:29 | 05:42 | 08:34 | 10:29 | 26:52 | 04:47 | 03:32 |
 | Bracer | 93 | 56.71% | 90.0 | 50.54% | +6.88% | -7.06% | -2.71% | 4.14% | 02:39 | -01:29 | 01:42 | 02:12 | 02:45 | 25:03 | 01:03 | 00:46 |
 | Boots of Speed | 164 | 100.00% | 88.6 | 47.56% | +47.56% | -6.10% | -6.10% | 0.00% | 05:41 | -01:29 | 04:01 | 05:41 | 07:17 | 13:18 | 03:16 | 02:25 |
 | Magic Stick | 125 | 76.22% | 87.1 | 48.80% | +5.21% | -0.41% | +2.81% | 0.41% | 04:48 | -01:29 | 00:50 | 04:05 | 08:38 | 19:06 | 07:48 | 05:46 |
 | Ring of Protection | 149 | 90.85% | 85.7 | 46.98% | -6.35% | -3.74% | +12.48% | 2.45% | 06:47 | -01:30 | 01:56 | 06:17 | 08:33 | 45:07 | 06:37 | 04:54 |
 | Soul Ring | 133 | 81.10% | 84.3 | 47.37% | -1.02% | +7.18% | +7.18% | 0.00% | 07:33 | 02:05 | 05:39 | 07:34 | 08:59 | 17:05 | 03:20 | 02:28 |
 | Ring of Health | 89 | 54.27% | 82.9 | 49.44% | +4.11% | -8.53% | +18.74% | 1.88% | 11:58 | 02:13 | 03:24 | 04:36 | 17:55 | 1:08:23 | 14:31 | 10:45 |
 | Quelling Blade | 142 | 86.59% | 81.4 | 46.48% | -8.07% | +3.52% | +2.09% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 05:44 | 00:00 | 00:00 |
 | Skull Basher | 19 | 11.59% | 80.0 | 63.16% | +17.64% | +16.84% | -3.16% | -4.17% | 38:20 | 23:19 | 30:11 | 32:38 | 34:59 | 1:44:15 | 04:48 | 03:33 |
 | Lotus Orb | 32 | 19.51% | 78.6 | 56.25% | +10.80% | -6.25% | -18.75% | -0.98% | 31:16 | 18:22 | 23:26 | 30:00 | 36:14 | 56:06 | 12:48 | 09:28 |
 | Buckler | 46 | 28.05% | 77.1 | 52.17% | +6.41% | -2.17% | -15.81% | -1.06% | 29:23 | 09:37 | 23:02 | 29:17 | 35:56 | 55:48 | 12:54 | 09:33 |
 | Heart of Tarrasque | 4 | 2.44% | 75.7 | 100.00% | +53.75% | 0.00% | 0.00% | 0.00% | 36:36 | 25:43 | 25:43 | 31:43 | 39:14 | 49:42 | 13:31 | 10:00 |
 | Vanguard | 40 | 24.39% | 74.3 | 52.50% | +6.53% | +7.50% | +27.50% | 3.31% | 14:33 | 05:30 | 06:17 | 07:20 | 12:19 | 1:08:23 | 06:02 | 04:28 |
 | Morbid Mask | 23 | 14.02% | 72.9 | 56.52% | +10.42% | -23.19% | -6.52% | 1.04% | 26:51 | 03:13 | 15:59 | 30:13 | 32:00 | 51:41 | 16:01 | 11:51 |
 | Abyssal Blade | 6 | 3.66% | 71.4 | 83.33% | +37.13% | +16.67% | +16.67% | 0.00% | 51:14 | 37:24 | 42:36 | 46:17 | 1:04:57 | 1:08:23 | 22:21 | 16:33 |
 | Shiva's Guard | 10 | 6.10% | 70.0 | 70.00% | +23.90% | +30.00% | -20.00% | 0.00% | 36:10 | 29:56 | 31:53 | 32:43 | 41:58 | 43:11 | 10:05 | 07:28 |
 | Assault Cuirass | 28 | 17.07% | 68.6 | 53.57% | +7.25% | +17.86% | -25.00% | -5.39% | 36:30 | 22:36 | 30:14 | 33:21 | 38:11 | 1:22:39 | 07:57 | 05:53 |
 | Sange | 27 | 16.46% | 67.1 | 51.85% | +5.13% | -23.28% | -8.99% | 1.76% | 24:21 | 16:14 | 19:55 | 23:13 | 28:02 | 38:42 | 08:07 | 06:00 |
 | Heaven's Halberd | 24 | 14.63% | 65.7 | 50.00% | +2.86% | 0.00% | +16.67% | 1.67% | 27:20 | 19:36 | 22:12 | 25:56 | 32:10 | 40:16 | 09:58 | 07:22 |
 | Aghanim's Shard | 44 | 26.83% | 64.3 | 43.18% | -5.99% | +2.27% | -25.00% | -4.90% | 28:05 | 15:03 | 23:27 | 26:30 | 29:01 | 1:32:42 | 05:34 | 04:07 |
 | Helm of Iron Will | 26 | 15.85% | 62.9 | 46.15% | -1.68% | -31.86% | +3.85% | 3.24% | 21:19 | 03:07 | 17:01 | 21:52 | 28:02 | 34:08 | 11:01 | 08:09 |
 | Arcane Boots | 15 | 9.15% | 61.4 | 53.33% | +6.35% | -28.33% | -28.33% | 0.00% | 17:21 | 06:07 | 08:47 | 16:31 | 19:35 | 44:24 | 10:48 | 08:00 |
 | Chainmail | 34 | 20.73% | 60.0 | 41.18% | -8.05% | +14.38% | -3.68% | -1.76% | 12:49 | 03:14 | 07:45 | 08:53 | 17:59 | 31:58 | 10:14 | 07:34 |
 | Phase Boots | 28 | 17.07% | 58.6 | 42.86% | -5.67% | +14.28% | +14.28% | 0.00% | 11:49 | 04:41 | 08:24 | 10:06 | 13:24 | 27:02 | 05:00 | 03:42 |
 | Crimson Guard | 16 | 9.76% | 57.1 | 50.00% | +2.70% | -25.00% | +25.00% | 6.11% | 22:14 | 12:34 | 18:34 | 21:58 | 26:45 | 29:20 | 08:11 | 06:03 |
 | Headdress | 19 | 11.59% | 55.7 | 47.37% | -0.22% | +32.63% | -7.37% | -7.10% | 18:59 | 12:15 | 15:28 | 17:54 | 21:06 | 29:22 | 05:38 | 04:10 |
 | Hood of Defiance | 36 | 21.95% | 54.3 | 38.89% | -11.11% | +27.78% | -16.67% | -8.11% | 11:27 | 05:14 | 08:23 | 09:53 | 13:52 | 23:13 | 05:29 | 04:03 |
 | Wind Lace | 21 | 12.80% | 52.9 | 42.86% | -5.39% | -2.86% | -2.86% | 0.00% | 11:39 | -01:29 | 04:58 | 10:52 | 15:16 | 36:30 | 10:18 | 07:37 |
 | Ring of Basilius | 18 | 10.98% | 51.4 | 44.44% | -3.51% | +15.56% | -19.44% | -1.60% | 20:26 | 06:07 | 09:38 | 17:53 | 31:30 | 43:14 | 21:52 | 16:11 |
 | Pipe of Insight | 15 | 9.15% | 50.0 | 46.67% | -0.98% | +28.33% | -21.67% | -6.96% | 20:04 | 12:54 | 14:48 | 20:42 | 21:59 | 28:22 | 07:11 | 05:19 |
 | Vladmir's Offering | 15 | 9.15% | 48.6 | 46.67% | -0.98% | +3.33% | -21.67% | -1.36% | 23:33 | 11:09 | 13:33 | 20:19 | 31:58 | 43:14 | 18:25 | 13:38 |
 | Scythe of Vyse | 9 | 5.49% | 47.1 | 55.56% | +8.46% | +44.44% | -55.56% | 0.00% | 46:43 | 28:45 | 34:34 | 47:09 | 53:02 | 1:07:42 | 18:28 | 13:40 |
 | Nullifier | 4 | 2.44% | 45.7 | 75.00% | +28.12% | +25.00% | -75.00% | 0.00% | 33:28 | 24:50 | 24:50 | 30:30 | 35:40 | 42:52 | 10:50 | 08:01 |
 | Eul's Scepter of Divinity | 10 | 6.10% | 44.3 | 50.00% | +2.60% | -16.67% | 0.00% | 0.00% | 18:05 | 12:57 | 14:55 | 15:40 | 20:47 | 26:29 | 05:52 | 04:20 |
 | Overwhelming Blink | 2 | 1.22% | 42.9 | 100.00% | +53.09% | 0.00% | 0.00% | 0.00% | 49:19 | 45:27 | 45:27 | 53:10 | 53:10 | 53:10 | 07:43 | 05:42 |
 | Wraith Pact | 14 | 8.54% | 41.4 | 42.86% | -5.14% | +7.14% | -42.86% | -2.88% | 26:36 | 12:59 | 17:25 | 23:02 | 34:48 | 49:43 | 17:23 | 12:52 |
 | Bottle | 8 | 4.88% | 40.0 | 50.00% | +2.56% | +50.00% | -50.00% | 0.00% | 01:23 | 00:12 | 01:22 | 01:27 | 01:38 | 01:46 | 00:16 | 00:11 |
 | Satanic | 5 | 3.05% | 38.6 | 60.00% | +12.83% | -60.00% | +40.00% | 0.00% | 33:32 | 28:35 | 28:35 | 32:22 | 32:48 | 42:14 | 04:13 | 03:07 |
 | Aether Lens | 3 | 1.83% | 37.1 | 66.67% | +19.47% | -66.67% | 0.00% | 0.00% | 47:25 | 27:33 | 27:33 | 52:52 | 1:01:51 | 1:01:51 | 34:18 | 25:24 |
 | Guardian Greaves | 3 | 1.83% | 35.7 | 66.67% | +19.47% | +33.33% | 0.00% | 0.00% | 26:47 | 20:28 | 20:28 | 25:32 | 34:21 | 34:21 | 13:53 | 10:17 |
 | Gleipnir | 3 | 1.83% | 34.3 | 66.67% | +19.47% | -66.67% | 0.00% | 0.00% | 42:06 | 35:10 | 35:10 | 40:19 | 50:48 | 50:48 | 15:38 | 11:34 |
 | Javelin | 3 | 1.83% | 32.9 | 66.67% | +19.47% | -66.67% | 0.00% | 0.00% | 41:36 | 34:08 | 34:08 | 40:06 | 50:35 | 50:35 | 16:27 | 12:11 |
 | Maelstrom | 3 | 1.83% | 31.4 | 66.67% | +19.47% | -66.67% | 0.00% | 0.00% | 41:47 | 34:40 | 34:40 | 40:06 | 50:35 | 50:35 | 15:55 | 11:47 |
 | Mekansm | 4 | 2.44% | 30.0 | 50.00% | +2.50% | +50.00% | -50.00% | 0.00% | 21:00 | 16:10 | 16:10 | 18:06 | 20:20 | 29:23 | 04:10 | 03:05 |
 | Yasha | 1 | 0.61% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.61% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.61% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.61% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.61% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.61% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Force Staff | 5 | 3.05% | 20.0 | 40.00% | -7.80% | +60.00% | +60.00% | 0.00% | 29:28 | 19:47 | 19:47 | 22:56 | 41:18 | 42:47 | 21:31 | 15:56 |
 | Fluffy Hat | 7 | 4.27% | 18.6 | 28.57% | -19.84% | +21.43% | +21.43% | 0.00% | 23:08 | 07:26 | 13:48 | 17:59 | 22:16 | 42:46 | 08:28 | 06:16 |
 | Aeon Disk | 2 | 1.22% | 17.1 | 50.00% | +2.47% | +50.00% | 0.00% | 0.00% | 1:02:40 | 55:43 | 55:43 | 1:09:37 | 1:09:37 | 1:09:37 | 13:54 | 10:17 |
 | Medallion of Courage | 3 | 1.83% | 15.7 | 0.00% | -48.45% | 0.00% | 0.00% | 0.00% | 25:40 | 18:05 | 18:05 | 26:58 | 31:58 | 31:58 | 13:53 | 10:17 |
 | Ghost Scepter | 3 | 1.83% | 14.3 | 0.00% | -48.45% | 0.00% | 0.00% | 0.00% | 40:40 | 33:52 | 33:52 | 36:18 | 51:51 | 51:51 | 17:59 | 13:19 |
 | Falcon Blade | 1 | 0.61% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:23 | 10:23 | 10:23 | 10:23 | 10:23 | 10:23 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.61% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.61% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.61% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 57:04 | 00:00 | 00:00 |
 | Blight Stone | 3 | 1.83% | 7.1 | 0.00% | -48.45% | 0.00% | 0.00% | 0.00% | 25:40 | 18:05 | 18:05 | 26:58 | 31:58 | 31:58 | 13:53 | 10:17 |
 | Solar Crest | 2 | 1.22% | 5.7 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 29:02 | 21:34 | 21:34 | 36:30 | 36:30 | 36:30 | 14:56 | 11:03 |
 | Tranquil Boots | 1 | 0.61% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.61% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 01:39 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 2 | 1.22% | 1.4 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 20:16 | 07:44 | 07:44 | 32:48 | 32:48 | 32:48 | 25:04 | 18:34 |