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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 | |
 | Ethereal Blade | 26 | 21.49% | 100.0 | 73.08% | +25.71% | -15.94% | +10.25% | 4.59% | 26:16 | 19:07 | 22:41 | 24:13 | 28:23 | 42:03 | 05:42 | 04:13 |
 | Null Talisman | 30 | 24.79% | 98.3 | 70.00% | +22.75% | +5.00% | -12.86% | -17.86% | 01:25 | -01:29 | 00:49 | 01:08 | 01:37 | 08:19 | 00:48 | 00:35 |
 | Kaya | 31 | 25.62% | 96.6 | 67.74% | +19.96% | -5.24% | -5.24% | 0.00% | 23:24 | 14:13 | 17:39 | 22:20 | 26:29 | 45:50 | 08:50 | 06:32 |
 | Aether Lens | 33 | 27.27% | 94.8 | 66.67% | +18.94% | -16.67% | -4.17% | 2.11% | 30:03 | 20:45 | 27:12 | 29:07 | 33:07 | 40:14 | 05:55 | 04:22 |
 | Ring of Protection | 96 | 79.34% | 93.1 | 56.25% | +16.25% | -6.25% | +10.42% | 6.54% | 07:56 | -01:29 | 06:35 | 08:05 | 09:08 | 41:59 | 02:33 | 01:53 |
 | Wind Lace | 93 | 76.86% | 91.4 | 55.91% | +13.05% | +9.31% | -12.43% | -3.29% | 05:55 | -01:29 | 02:21 | 06:33 | 08:58 | 22:59 | 06:37 | 04:54 |
 | Urn of Shadows | 94 | 77.69% | 89.7 | 55.32% | +10.88% | -9.49% | +14.25% | 9.56% | 08:54 | 01:02 | 07:36 | 09:03 | 10:05 | 18:43 | 02:29 | 01:50 |
 | Spirit Vessel | 88 | 72.73% | 87.9 | 55.68% | +10.23% | -1.13% | +3.41% | 1.34% | 13:55 | 07:16 | 11:56 | 13:24 | 15:20 | 21:14 | 03:24 | 02:31 |
 | Void Stone | 76 | 62.81% | 86.2 | 56.58% | +9.91% | +6.58% | +6.58% | 0.00% | 25:23 | 09:11 | 20:07 | 25:44 | 30:05 | 1:07:19 | 09:58 | 07:22 |
 | Ghost Scepter | 37 | 30.58% | 84.5 | 62.16% | +13.35% | -6.60% | -17.72% | -1.05% | 25:37 | 12:53 | 19:24 | 24:44 | 29:58 | 41:57 | 10:34 | 07:49 |
 | Boots of Speed | 121 | 100.00% | 82.8 | 52.89% | +52.89% | -6.22% | -2.89% | 1.46% | 02:46 | -01:29 | 01:27 | 02:01 | 03:44 | 15:37 | 02:17 | 01:41 |
 | Octarine Core | 19 | 15.70% | 81.0 | 68.42% | +18.42% | +11.58% | -8.42% | -6.00% | 33:32 | 24:40 | 31:15 | 33:20 | 34:35 | 41:07 | 03:20 | 02:28 |
 | Aghanim's Shard | 27 | 22.31% | 79.3 | 62.96% | +12.96% | +22.75% | +8.47% | -1.75% | 27:39 | 16:09 | 23:00 | 27:50 | 31:09 | 43:08 | 08:09 | 06:02 |
 | Black King Bar | 52 | 42.98% | 77.6 | 53.85% | +1.68% | +7.69% | +7.69% | 0.00% | 23:20 | 17:03 | 19:20 | 20:44 | 25:28 | 45:39 | 06:08 | 04:32 |
 | Scythe of Vyse | 33 | 27.27% | 75.9 | 57.58% | +6.44% | -7.58% | -7.58% | 0.00% | 33:55 | 25:08 | 28:12 | 31:41 | 37:45 | 1:07:26 | 09:33 | 07:04 |
 | Fluffy Hat | 59 | 48.76% | 74.1 | 52.54% | -0.69% | -5.87% | -5.87% | 0.00% | 14:56 | -01:29 | 11:35 | 14:52 | 17:12 | 35:44 | 05:37 | 04:09 |
 | Force Staff | 53 | 43.80% | 72.4 | 52.83% | -0.11% | +1.02% | +1.02% | 0.00% | 20:09 | 11:42 | 16:36 | 18:35 | 22:13 | 40:21 | 05:37 | 04:09 |
 | Headdress | 17 | 14.05% | 70.7 | 64.71% | +13.75% | +10.29% | +10.29% | 0.00% | 01:15 | -01:29 | -01:29 | -01:29 | -01:28 | 27:40 | 00:01 | 00:00 |
 | Magic Stick | 49 | 40.50% | 69.0 | 51.02% | -3.15% | -26.02% | +15.65% | 8.50% | 04:00 | -01:29 | -01:28 | 03:34 | 06:22 | 18:52 | 07:50 | 05:48 |
 | Tranquil Boots | 43 | 35.54% | 67.2 | 51.16% | -2.69% | -5.71% | -14.80% | -1.73% | 07:25 | 02:32 | 04:26 | 07:41 | 09:42 | 18:21 | 05:16 | 03:54 |
 | Ring of Basilius | 6 | 4.96% | 65.5 | 83.33% | +32.03% | +16.67% | +16.67% | 0.00% | 22:17 | 08:23 | 17:54 | 18:06 | 27:19 | 41:59 | 09:25 | 06:58 |
 | Aghanim's Scepter | 12 | 9.92% | 63.8 | 66.67% | +15.29% | -33.34% | 0.00% | 4.25% | 33:27 | 18:02 | 27:27 | 30:25 | 35:18 | 53:18 | 07:51 | 05:48 |
 | Magic Wand | 42 | 34.71% | 62.1 | 50.00% | -4.43% | -22.73% | +20.00% | 6.15% | 08:44 | -01:29 | 05:09 | 08:31 | 12:06 | 20:06 | 06:57 | 05:08 |
 | Ring of Health | 27 | 22.31% | 60.3 | 51.85% | -1.34% | -23.28% | +5.29% | 4.35% | 28:58 | 17:28 | 23:48 | 27:19 | 30:22 | 1:13:26 | 06:34 | 04:51 |
 | Linken's Sphere | 16 | 13.22% | 58.6 | 56.25% | +3.87% | -31.25% | +18.75% | 10.68% | 27:55 | 17:52 | 24:56 | 27:03 | 29:37 | 40:24 | 04:41 | 03:28 |
 | Chainmail | 3 | 2.48% | 56.9 | 100.00% | +48.31% | 0.00% | 0.00% | 0.00% | 18:39 | 13:09 | 13:09 | 14:41 | 28:08 | 28:08 | 14:59 | 11:05 |
 | Orchid Malevolence | 14 | 11.57% | 55.2 | 57.14% | +4.80% | -32.14% | +9.53% | 9.54% | 15:45 | 12:13 | 13:27 | 15:08 | 17:49 | 20:20 | 04:22 | 03:14 |
 | Blink Dagger | 5 | 4.13% | 53.4 | 80.00% | +28.28% | +20.00% | +20.00% | 0.00% | 25:02 | 21:27 | 21:27 | 23:31 | 24:37 | 33:28 | 03:10 | 02:20 |
 | Vladmir's Offering | 5 | 4.13% | 51.7 | 80.00% | +28.28% | +20.00% | +20.00% | 0.00% | 27:50 | 21:43 | 21:43 | 23:07 | 30:26 | 42:00 | 08:43 | 06:27 |
 | Morbid Mask | 5 | 4.13% | 50.0 | 80.00% | +28.28% | +20.00% | +20.00% | 0.00% | 27:04 | 19:46 | 19:46 | 22:09 | 30:26 | 42:00 | 10:40 | 07:54 |
 | Buckler | 5 | 4.13% | 48.3 | 80.00% | +28.28% | +20.00% | +20.00% | 0.00% | 25:07 | 18:05 | 18:05 | 19:48 | 27:18 | 41:59 | 09:13 | 06:49 |
 | Crown | 16 | 13.22% | 46.6 | 50.00% | -3.33% | 0.00% | 0.00% | 0.00% | 28:13 | -01:29 | 15:04 | 24:54 | 38:24 | 56:27 | 23:20 | 17:17 |
 | Aeon Disk | 6 | 4.96% | 44.8 | 66.67% | +14.50% | -16.67% | +33.33% | 0.00% | 37:00 | 21:05 | 23:13 | 34:56 | 46:55 | 51:49 | 23:42 | 17:33 |
 | Wraith Pact | 4 | 3.31% | 43.1 | 75.00% | +22.86% | -75.00% | +25.00% | 0.00% | 30:02 | 25:25 | 25:25 | 25:43 | 26:40 | 42:18 | 01:15 | 00:55 |
 | Dagon | 13 | 10.74% | 41.4 | 46.15% | -7.55% | -12.82% | +20.52% | 1.30% | 31:33 | 11:23 | 16:15 | 33:42 | 41:49 | 56:27 | 25:34 | 18:56 |
 | Blight Stone | 2 | 1.65% | 39.7 | 100.00% | +47.90% | 0.00% | 0.00% | 0.00% | 13:20 | -01:29 | -01:29 | 28:08 | 28:08 | 28:08 | 29:37 | 21:56 |
 | Pipe of Insight | 2 | 1.65% | 37.9 | 100.00% | +47.90% | 0.00% | 0.00% | 0.00% | 31:13 | 29:06 | 29:06 | 33:19 | 33:19 | 33:19 | 04:13 | 03:07 |
 | Eul's Scepter of Divinity | 7 | 5.79% | 36.2 | 57.14% | +4.51% | -7.14% | -7.14% | 0.00% | 23:58 | 15:03 | 15:58 | 19:43 | 22:09 | 48:04 | 06:11 | 04:34 |
 | Glimmer Cape | 14 | 11.57% | 34.5 | 42.86% | -11.35% | +7.14% | -9.53% | -1.59% | 26:08 | 13:44 | 21:42 | 23:32 | 32:10 | 50:39 | 10:28 | 07:45 |
 | Dagon (level 3) | 11 | 9.09% | 32.8 | 45.45% | -8.19% | +21.22% | +21.22% | 0.00% | 35:37 | 15:04 | 25:18 | 36:03 | 43:30 | 56:27 | 18:12 | 13:28 |
 | Dagon (level 2) | 11 | 9.09% | 31.0 | 45.45% | -8.19% | +21.22% | +21.22% | 0.00% | 34:37 | 13:12 | 25:18 | 33:42 | 41:51 | 56:27 | 16:33 | 12:15 |
 | Dagon (level 4) | 8 | 6.61% | 29.3 | 50.00% | -3.10% | 0.00% | 0.00% | 0.00% | 38:17 | 17:32 | 22:07 | 36:44 | 46:21 | 56:28 | 24:14 | 17:57 |
 | Dagon (level 5) | 8 | 6.61% | 27.6 | 50.00% | -3.10% | 0.00% | 0.00% | 0.00% | 39:31 | 20:15 | 23:30 | 36:44 | 48:57 | 57:42 | 25:27 | 18:51 |
 | Quelling Blade | 9 | 7.44% | 25.9 | 44.44% | -9.13% | +55.56% | -44.44% | 0.00% | 05:50 | -01:29 | -01:29 | -01:29 | 12:40 | 22:55 | 14:09 | 10:28 |
 | Hood of Defiance | 3 | 2.48% | 24.1 | 66.67% | +14.13% | -66.67% | 0.00% | 0.00% | 26:20 | 21:23 | 21:23 | 27:39 | 29:57 | 29:57 | 08:34 | 06:20 |
 | Wind Waker | 4 | 3.31% | 22.4 | 50.00% | -2.99% | +50.00% | -50.00% | 0.00% | 43:02 | 35:45 | 35:45 | 38:14 | 48:04 | 50:03 | 12:19 | 09:07 |
 | Arcane Boots | 1 | 0.83% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.83% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.83% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.83% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.83% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:18 | 1:04:18 | 1:04:18 | 1:04:18 | 1:04:18 | 1:04:18 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.83% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.83% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.83% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 4.13% | 6.9 | 40.00% | -13.45% | +60.00% | -40.00% | 0.00% | 28:06 | 20:50 | 20:50 | 30:32 | 30:39 | 30:45 | 09:49 | 07:16 |
 | Sange | 1 | 0.83% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 00:00 | 00:00 |
 | Bracer | 1 | 0.83% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.83% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |