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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 | |
 | Scythe of Vyse | 58 | 15.98% | 100.0 | 72.41% | +30.77% | +20.92% | -15.27% | -3.78% | 32:52 | 21:07 | 27:19 | 31:12 | 36:53 | 1:06:28 | 09:34 | 07:05 |
 | Void Stone | 169 | 46.56% | 98.5 | 57.40% | +20.29% | -0.26% | +6.89% | 0.55% | 24:23 | 04:41 | 16:53 | 22:16 | 29:57 | 55:32 | 13:04 | 09:40 |
 | Buckler | 17 | 4.68% | 97.1 | 76.47% | +31.38% | -26.47% | -1.47% | 1.82% | 25:58 | 12:31 | 16:54 | 24:20 | 30:39 | 52:15 | 13:45 | 10:11 |
 | Ring of Health | 68 | 18.73% | 95.6 | 57.35% | +13.28% | +7.36% | +1.47% | -0.34% | 27:35 | 02:17 | 18:06 | 24:10 | 35:16 | 56:33 | 17:10 | 12:42 |
 | Arcane Boots | 11 | 3.03% | 94.1 | 81.82% | +36.37% | -48.49% | +18.18% | 0.00% | 17:09 | 07:06 | 08:42 | 17:27 | 19:21 | 30:14 | 10:39 | 07:53 |
 | Aghanim's Shard | 257 | 70.80% | 92.6 | 50.19% | +12.45% | +4.50% | +4.50% | 0.00% | 22:09 | 15:01 | 17:33 | 21:07 | 25:03 | 48:46 | 07:30 | 05:33 |
 | Crown | 55 | 15.15% | 91.2 | 58.18% | +13.70% | +6.11% | -22.47% | -5.46% | 15:30 | 04:37 | 11:11 | 13:52 | 16:25 | 1:03:59 | 05:14 | 03:52 |
 | Ring of Basilius | 46 | 12.67% | 89.7 | 58.70% | +13.91% | -0.37% | -13.25% | -1.77% | 15:58 | 03:50 | 09:33 | 12:55 | 16:49 | 1:03:59 | 07:16 | 05:22 |
 | Ring of Protection | 103 | 28.37% | 88.2 | 52.43% | +8.20% | -10.12% | +16.80% | 2.52% | 09:05 | -01:29 | -01:12 | 08:52 | 11:54 | 52:15 | 13:06 | 09:42 |
 | Hood of Defiance | 15 | 4.13% | 86.8 | 73.33% | +27.93% | +1.67% | +26.67% | 6.58% | 16:56 | 06:50 | 14:27 | 16:44 | 18:15 | 31:17 | 03:48 | 02:48 |
 | Wind Lace | 340 | 93.66% | 85.3 | 47.06% | +7.93% | +5.88% | -5.88% | -2.98% | 08:15 | -01:29 | 06:04 | 08:04 | 10:01 | 31:58 | 03:57 | 02:55 |
 | Tranquil Boots | 338 | 93.11% | 83.8 | 47.04% | +7.04% | +9.43% | -7.75% | -5.29% | 10:18 | 02:51 | 08:10 | 09:48 | 11:25 | 31:23 | 03:15 | 02:24 |
 | Boots of Speed | 363 | 100.00% | 82.4 | 46.56% | +46.56% | +14.98% | -5.90% | -6.26% | 06:50 | -01:29 | 05:17 | 06:40 | 08:37 | 20:12 | 03:20 | 02:28 |
 | Magic Stick | 342 | 94.21% | 80.9 | 46.49% | -1.13% | -1.14% | -4.14% | -0.43% | 04:10 | -01:30 | -01:15 | 03:16 | 08:09 | 25:01 | 09:24 | 06:57 |
 | Magic Wand | 313 | 86.23% | 79.4 | 46.65% | +0.65% | +0.79% | -4.34% | -0.87% | 09:33 | -01:29 | 06:14 | 09:52 | 12:09 | 29:36 | 05:55 | 04:22 |
 | Eul's Scepter of Divinity | 73 | 20.11% | 77.9 | 53.42% | +8.59% | +18.80% | +2.14% | -2.63% | 22:40 | 13:50 | 18:31 | 22:02 | 24:51 | 43:09 | 06:20 | 04:41 |
 | Guardian Greaves | 10 | 2.75% | 76.5 | 80.00% | +34.39% | -46.67% | +20.00% | 0.00% | 24:11 | 13:58 | 21:14 | 23:32 | 29:14 | 34:07 | 08:00 | 05:55 |
 | Veil of Discord | 34 | 9.37% | 75.0 | 58.82% | +13.53% | +7.85% | -8.82% | -4.98% | 16:54 | 06:28 | 13:41 | 15:10 | 17:02 | 1:03:59 | 03:21 | 02:28 |
 | Refresher Orb | 54 | 14.88% | 73.5 | 53.70% | +8.39% | +24.87% | -22.93% | -3.95% | 47:06 | 25:45 | 41:35 | 46:03 | 53:41 | 1:07:42 | 12:06 | 08:57 |
 | Spirit Vessel | 49 | 13.50% | 72.1 | 53.06% | +7.52% | +21.94% | -19.73% | -14.21% | 17:50 | 09:16 | 16:04 | 18:13 | 19:00 | 27:43 | 02:56 | 02:10 |
 | Aeon Disk | 38 | 10.47% | 70.6 | 55.26% | +9.72% | +4.74% | +11.41% | 0.74% | 43:33 | 26:10 | 37:28 | 42:16 | 46:26 | 1:10:21 | 08:58 | 06:38 |
 | Lotus Orb | 25 | 6.89% | 69.1 | 60.00% | +14.44% | -10.00% | -10.00% | 0.00% | 29:43 | 19:21 | 24:13 | 29:41 | 32:09 | 45:24 | 07:56 | 05:52 |
 | Fluffy Hat | 107 | 29.48% | 67.6 | 46.73% | +0.25% | -2.29% | +1.42% | 0.32% | 19:16 | 06:29 | 11:46 | 16:41 | 23:20 | 49:03 | 11:34 | 08:34 |
 | Headdress | 50 | 13.77% | 66.2 | 52.00% | +6.31% | -5.85% | +6.33% | 0.61% | 12:13 | -01:29 | 01:51 | 11:28 | 21:41 | 36:02 | 19:50 | 14:41 |
 | Shiva's Guard | 33 | 9.09% | 64.7 | 54.55% | +8.79% | -4.55% | -4.55% | 0.00% | 33:29 | 22:00 | 27:13 | 31:50 | 39:50 | 52:56 | 12:37 | 09:20 |
 | Urn of Shadows | 67 | 18.46% | 63.2 | 47.76% | +1.48% | -0.70% | +11.06% | 2.46% | 10:20 | 04:12 | 07:39 | 10:29 | 12:26 | 27:21 | 04:47 | 03:32 |
 | Pipe of Insight | 20 | 5.51% | 61.8 | 60.00% | +14.23% | 0.00% | +20.00% | 4.36% | 22:32 | 14:53 | 19:41 | 22:30 | 24:16 | 32:09 | 04:35 | 03:23 |
 | Heaven's Halberd | 27 | 7.44% | 60.3 | 55.56% | +9.73% | -26.99% | -12.70% | 1.45% | 29:49 | 17:52 | 24:08 | 27:45 | 33:58 | 49:32 | 09:50 | 07:17 |
 | Cornucopia | 37 | 10.19% | 58.8 | 51.35% | +5.34% | +26.43% | -29.13% | -2.81% | 44:03 | 24:25 | 33:53 | 43:26 | 53:38 | 1:07:08 | 19:45 | 14:37 |
 | Glimmer Cape | 30 | 8.26% | 57.4 | 53.33% | +7.38% | -3.33% | -39.04% | -3.43% | 27:18 | 15:03 | 19:39 | 26:05 | 30:03 | 52:48 | 10:24 | 07:42 |
 | Force Staff | 76 | 20.94% | 55.9 | 44.74% | -2.30% | +2.63% | +2.63% | 0.00% | 27:11 | 14:47 | 19:54 | 26:56 | 31:36 | 49:03 | 11:42 | 08:40 |
 | Chainmail | 21 | 5.79% | 54.4 | 57.14% | +11.23% | +22.86% | -17.14% | -7.08% | 15:31 | 08:56 | 10:14 | 13:21 | 15:53 | 30:42 | 05:39 | 04:11 |
 | Sange | 27 | 7.44% | 52.9 | 51.85% | +5.72% | -8.99% | -8.99% | 0.00% | 27:08 | 15:52 | 20:52 | 25:44 | 30:50 | 49:09 | 09:58 | 07:22 |
 | Mekansm | 13 | 3.58% | 51.5 | 61.54% | +15.54% | +5.13% | -28.21% | 0.00% | 15:28 | 10:44 | 11:03 | 13:57 | 17:24 | 29:10 | 06:21 | 04:42 |
 | Quelling Blade | 14 | 3.86% | 50.0 | 57.14% | +11.01% | -7.14% | +9.53% | 0.00% | 07:57 | -01:29 | -01:29 | -01:28 | 13:26 | 50:14 | 14:55 | 11:02 |
 | Blink Dagger | 7 | 1.93% | 48.5 | 71.43% | +25.36% | -21.43% | -21.43% | 0.00% | 31:40 | 24:55 | 26:24 | 29:24 | 32:17 | 41:31 | 05:53 | 04:21 |
 | Drum of Endurance | 15 | 4.13% | 47.1 | 53.33% | +7.07% | +46.67% | -28.33% | -20.55% | 19:39 | 13:29 | 16:04 | 18:05 | 19:43 | 36:47 | 03:39 | 02:42 |
 | Bracer | 12 | 3.31% | 45.6 | 50.00% | +3.56% | -16.67% | -16.67% | 0.00% | 06:12 | 01:55 | 02:27 | 03:21 | 08:17 | 17:51 | 05:50 | 04:19 |
 | Null Talisman | 4 | 1.10% | 44.1 | 75.00% | +28.76% | +25.00% | +25.00% | 0.00% | 13:06 | 05:22 | 05:22 | 09:07 | 12:26 | 25:30 | 07:04 | 05:14 |
 | Black King Bar | 7 | 1.93% | 42.6 | 57.14% | +10.79% | +42.86% | -7.14% | 0.00% | 34:14 | 24:30 | 25:08 | 32:53 | 38:55 | 52:17 | 13:47 | 10:12 |
 | Medallion of Courage | 8 | 2.20% | 41.2 | 50.00% | +3.52% | 0.00% | 0.00% | 0.00% | 19:20 | 12:28 | 13:21 | 14:46 | 23:30 | 30:42 | 10:09 | 07:31 |
 | Aghanim's Scepter | 8 | 2.20% | 39.7 | 50.00% | +3.52% | -50.00% | +50.00% | 0.00% | 41:50 | 29:48 | 31:54 | 39:42 | 45:46 | 59:53 | 13:52 | 10:16 |
 | Blight Stone | 8 | 2.20% | 38.2 | 50.00% | +3.52% | 0.00% | 0.00% | 0.00% | 19:11 | 12:03 | 13:21 | 14:46 | 23:30 | 30:42 | 10:09 | 07:31 |
 | Solar Crest | 8 | 2.20% | 36.8 | 50.00% | +3.52% | +50.00% | 0.00% | 0.00% | 23:02 | 15:03 | 19:16 | 20:35 | 27:15 | 30:42 | 07:59 | 05:54 |
 | Boots of Bearing | 5 | 1.38% | 35.3 | 60.00% | +13.63% | +40.00% | -60.00% | 0.00% | 34:48 | 23:36 | 23:36 | 36:07 | 40:35 | 50:04 | 16:59 | 12:34 |
 | Vladmir's Offering | 5 | 1.38% | 33.8 | 60.00% | +13.63% | +40.00% | -60.00% | 0.00% | 34:48 | 24:31 | 24:31 | 32:47 | 36:12 | 52:15 | 11:41 | 08:39 |
 | Hand of Midas | 27 | 7.44% | 32.4 | 29.63% | -18.29% | +13.23% | -15.34% | -7.45% | 19:10 | 11:53 | 15:15 | 18:30 | 19:05 | 37:09 | 03:50 | 02:50 |
 | Ghost Scepter | 14 | 3.86% | 30.9 | 35.71% | -11.28% | +14.29% | -2.38% | 0.00% | 29:24 | 15:12 | 23:38 | 26:57 | 36:30 | 45:33 | 12:52 | 09:31 |
 | Morbid Mask | 6 | 1.65% | 29.4 | 50.00% | +3.50% | 0.00% | -50.00% | 0.00% | 33:29 | 24:30 | 26:58 | 28:14 | 36:11 | 52:15 | 09:13 | 06:49 |
 | Diadem | 3 | 0.83% | 27.9 | 66.67% | +20.28% | -66.67% | 0.00% | 0.00% | 27:56 | 20:56 | 20:56 | 26:49 | 36:02 | 36:02 | 15:06 | 11:11 |
 | Boots of Travel | 7 | 1.93% | 26.5 | 42.86% | -3.77% | +7.14% | -42.86% | 0.00% | 43:24 | 29:24 | 32:45 | 45:18 | 49:02 | 55:59 | 16:17 | 12:03 |
 | Holy Locket | 8 | 2.20% | 25.0 | 37.50% | -9.26% | -37.50% | +12.50% | 0.00% | 27:15 | 15:58 | 22:05 | 27:00 | 29:41 | 36:32 | 07:36 | 05:37 |
 | Octarine Core | 1 | 0.28% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.28% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.28% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.28% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Radiance | 1 | 0.28% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.28% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.28% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.28% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Pavise | 5 | 1.38% | 11.8 | 40.00% | -6.65% | -40.00% | -40.00% | 0.00% | 17:30 | 13:30 | 13:30 | 14:46 | 16:54 | 28:01 | 03:24 | 02:31 |
 | Ethereal Blade | 3 | 0.83% | 10.3 | 33.33% | -13.34% | +66.67% | 0.00% | 0.00% | 29:29 | 18:41 | 18:41 | 23:58 | 45:49 | 45:49 | 27:08 | 20:05 |
 | Wraith Band | 4 | 1.10% | 8.8 | 25.00% | -21.80% | -25.00% | +75.00% | 0.00% | 17:34 | -01:29 | -01:29 | 16:17 | 24:29 | 30:59 | 25:58 | 19:14 |
 | Kaya | 7 | 1.93% | 7.4 | 14.29% | -32.90% | +35.71% | -14.29% | 0.00% | 29:49 | 12:20 | 16:59 | 34:21 | 34:50 | 41:00 | 17:51 | 13:13 |
 | Meteor Hammer | 1 | 0.28% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 00:00 | 00:00 |
 | Rod of Atos | 3 | 0.83% | 4.4 | 0.00% | -46.94% | 0.00% | 0.00% | 0.00% | 18:58 | 16:14 | 16:14 | 18:48 | 21:51 | 21:51 | 05:37 | 04:09 |
 | Power Treads | 1 | 0.28% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 0.83% | 1.5 | 0.00% | -46.94% | 0.00% | 0.00% | 0.00% | 42:26 | 38:22 | 38:22 | 44:00 | 44:56 | 44:56 | 06:34 | 04:51 |