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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 | 202 | 29.32% | 100.0 | 66.34% | +22.40% | +12.09% | -4.34% | -2.27% | 32:55 | 19:50 | 29:01 | 32:18 | 36:15 | 50:14 | 07:14 | 05:21 |
 | Ring of Health | 217 | 31.49% | 98.7 | 60.83% | +15.07% | -12.68% | +7.69% | 0.99% | 25:35 | 04:45 | 12:52 | 25:07 | 33:29 | 1:04:36 | 20:37 | 15:16 |
 | Lotus Orb | 99 | 14.37% | 97.3 | 63.64% | +15.33% | +16.36% | -3.64% | -2.29% | 28:28 | 12:34 | 23:29 | 27:38 | 32:14 | 51:44 | 08:45 | 06:28 |
 | Void Stone | 354 | 51.38% | 96.0 | 57.63% | +14.64% | -1.45% | +4.87% | 0.32% | 22:26 | 04:59 | 12:07 | 19:53 | 31:36 | 57:09 | 19:29 | 14:25 |
 | Refresher Orb | 43 | 6.24% | 94.7 | 69.77% | +20.54% | +21.14% | -6.13% | -2.41% | 47:14 | 35:07 | 39:39 | 46:00 | 50:58 | 1:04:43 | 11:19 | 08:22 |
 | Arcane Boots | 54 | 7.84% | 93.3 | 66.67% | +17.54% | -16.67% | -5.13% | 0.75% | 15:55 | 05:13 | 07:53 | 13:51 | 23:21 | 43:08 | 15:28 | 11:27 |
 | Blink Dagger | 206 | 29.90% | 92.0 | 58.25% | +11.05% | +16.75% | -13.15% | -2.91% | 30:18 | 11:01 | 24:19 | 28:55 | 34:35 | 1:07:41 | 10:16 | 07:36 |
 | Ring of Protection | 186 | 27.00% | 90.7 | 56.45% | +8.14% | -1.13% | +4.42% | 0.94% | 04:11 | -01:30 | 00:37 | 02:51 | 06:30 | 43:34 | 05:53 | 04:21 |
 | Linken's Sphere | 35 | 5.08% | 89.3 | 68.57% | +19.03% | -13.01% | -1.90% | 1.15% | 35:06 | 19:31 | 30:29 | 33:41 | 40:08 | 52:42 | 09:39 | 07:08 |
 | Aeon Disk | 64 | 9.29% | 88.0 | 62.50% | +13.22% | -12.50% | -12.50% | 0.00% | 36:53 | 21:58 | 31:11 | 35:19 | 41:53 | 58:52 | 10:42 | 07:55 |
 | Buckler | 7 | 1.02% | 86.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:20 | 28:06 | 29:06 | 35:23 | 38:15 | 43:34 | 09:09 | 06:46 |
 | Magic Wand | 641 | 93.03% | 85.3 | 51.64% | +16.22% | -2.89% | +2.11% | 1.10% | 05:52 | -01:30 | 03:37 | 06:11 | 08:10 | 25:39 | 04:33 | 03:22 |
 | Heaven's Halberd | 67 | 9.72% | 84.0 | 61.19% | +11.83% | +3.52% | -8.25% | -1.47% | 29:12 | 15:22 | 24:54 | 28:07 | 32:54 | 52:15 | 08:00 | 05:55 |
 | Magic Stick | 600 | 87.08% | 82.7 | 51.33% | +6.39% | -3.33% | +3.34% | 1.66% | 02:53 | -01:30 | -01:18 | 02:20 | 05:19 | 15:20 | 06:37 | 04:54 |
 | Boots of Speed | 688 | 99.85% | 81.3 | 50.58% | +50.58% | +3.49% | +2.33% | -0.45% | 05:07 | -01:29 | 03:38 | 04:52 | 06:14 | 16:24 | 02:36 | 01:55 |
 | Black King Bar | 503 | 73.00% | 80.0 | 51.29% | +2.90% | +13.00% | -8.43% | -4.11% | 21:05 | 12:24 | 17:27 | 19:43 | 22:40 | 1:07:28 | 05:13 | 03:51 |
 | Aghanim's Shard | 322 | 46.73% | 78.7 | 51.86% | +2.54% | +8.63% | -6.86% | -1.65% | 28:49 | 15:01 | 23:26 | 27:28 | 32:48 | 56:22 | 09:22 | 06:56 |
 | Soul Ring | 65 | 9.43% | 77.3 | 60.00% | +10.48% | -3.75% | +8.75% | 3.62% | 08:12 | 03:33 | 05:54 | 08:03 | 09:21 | 18:30 | 03:27 | 02:33 |
 | Force Staff | 33 | 4.79% | 76.0 | 66.67% | +16.97% | -16.67% | -16.67% | 0.00% | 26:48 | 11:51 | 21:23 | 25:05 | 30:53 | 48:47 | 09:30 | 07:02 |
 | Eul's Scepter of Divinity | 185 | 26.85% | 74.7 | 53.51% | +4.11% | +7.36% | +11.71% | 0.57% | 18:05 | 09:59 | 12:37 | 15:14 | 20:13 | 49:48 | 07:36 | 05:37 |
 | Phase Boots | 175 | 25.40% | 73.3 | 53.71% | +4.29% | +5.38% | -8.26% | -5.35% | 09:33 | 04:13 | 07:29 | 08:25 | 10:02 | 39:53 | 02:33 | 01:53 |
 | Fluffy Hat | 182 | 26.42% | 72.0 | 53.30% | +3.79% | +7.57% | -2.19% | -1.45% | 08:46 | -01:29 | 04:23 | 07:26 | 11:08 | 48:47 | 06:45 | 05:00 |
 | Sange | 207 | 30.04% | 70.7 | 52.66% | +3.07% | -6.51% | -8.43% | -0.18% | 24:18 | 09:31 | 18:42 | 23:34 | 29:06 | 51:59 | 10:24 | 07:42 |
 | Chainmail | 194 | 28.16% | 69.3 | 52.58% | +2.88% | +8.64% | -13.00% | -5.77% | 09:14 | 02:01 | 06:04 | 07:29 | 09:49 | 39:38 | 03:45 | 02:46 |
 | Null Talisman | 379 | 55.01% | 68.0 | 50.13% | -0.84% | -1.71% | -3.81% | -1.02% | 03:27 | -01:29 | 02:09 | 03:04 | 04:13 | 15:42 | 02:04 | 01:31 |
 | Kaya | 131 | 19.01% | 66.7 | 54.20% | +4.56% | -11.78% | -5.72% | 0.56% | 23:18 | 08:49 | 17:21 | 24:01 | 28:08 | 47:54 | 10:47 | 07:59 |
 | Urn of Shadows | 106 | 15.38% | 65.3 | 54.72% | +4.98% | -2.87% | +6.82% | 3.78% | 05:02 | 01:30 | 03:21 | 04:29 | 05:55 | 16:37 | 02:34 | 01:54 |
 | Wind Lace | 350 | 50.80% | 64.0 | 49.43% | -2.19% | +2.84% | -3.45% | -1.12% | 10:37 | -01:30 | 06:39 | 09:11 | 12:17 | 48:40 | 05:38 | 04:10 |
 | Kaya and Sange | 115 | 16.69% | 62.7 | 53.91% | +4.08% | -9.08% | -15.98% | -0.68% | 25:12 | 12:36 | 19:09 | 25:13 | 29:22 | 47:57 | 10:13 | 07:34 |
 | Octarine Core | 20 | 2.90% | 61.3 | 70.00% | +20.07% | -10.00% | +10.00% | 0.00% | 31:31 | 19:02 | 23:18 | 31:53 | 35:12 | 57:00 | 11:54 | 08:48 |
 | Headdress | 13 | 1.89% | 60.0 | 76.92% | +26.92% | -43.59% | +23.08% | 0.00% | 20:56 | -01:28 | 14:15 | 17:40 | 29:36 | 44:08 | 15:21 | 11:22 |
 | Bottle | 190 | 27.58% | 58.7 | 48.42% | -2.88% | +3.66% | -3.74% | -7.40% | 01:41 | 00:14 | 01:16 | 01:28 | 01:43 | 20:48 | 00:27 | 00:20 |
 | Spirit Vessel | 56 | 8.13% | 57.3 | 55.36% | +5.28% | +8.93% | +16.07% | 2.34% | 13:03 | 08:53 | 11:23 | 12:20 | 14:26 | 19:25 | 03:03 | 02:15 |
 | Aether Lens | 35 | 5.08% | 56.0 | 60.00% | +10.00% | -15.56% | +17.78% | 2.10% | 26:59 | 10:15 | 18:38 | 25:25 | 34:30 | 56:59 | 15:52 | 11:45 |
 | Power Treads | 147 | 21.34% | 54.7 | 47.62% | -3.67% | +11.84% | -12.48% | -9.18% | 08:40 | 04:45 | 06:53 | 08:04 | 09:32 | 25:32 | 02:39 | 01:57 |
 | Falcon Blade | 78 | 11.32% | 53.3 | 51.28% | +0.87% | +8.72% | +1.35% | -2.17% | 06:59 | 02:27 | 04:53 | 06:52 | 08:17 | 15:38 | 03:24 | 02:31 |
 | Pipe of Insight | 5 | 0.73% | 52.0 | 100.00% | +49.85% | 0.00% | 0.00% | 0.00% | 26:24 | 15:19 | 15:19 | 23:03 | 31:11 | 44:35 | 15:52 | 11:45 |
 | Crown | 16 | 2.32% | 50.7 | 68.75% | +18.68% | -43.75% | +6.25% | 0.00% | 21:05 | 06:46 | 07:55 | 19:22 | 28:22 | 43:20 | 20:27 | 15:08 |
 | Tranquil Boots | 60 | 8.71% | 49.3 | 50.00% | -0.56% | +3.33% | +10.00% | 1.35% | 14:00 | 04:50 | 09:37 | 12:17 | 14:34 | 48:00 | 04:57 | 03:40 |
 | Hood of Defiance | 67 | 9.72% | 48.0 | 47.76% | -3.04% | -12.47% | +5.18% | 6.05% | 12:29 | 05:47 | 09:48 | 11:10 | 12:43 | 31:12 | 02:55 | 02:09 |
 | Ghost Scepter | 63 | 9.14% | 46.7 | 47.62% | -3.18% | +2.38% | -10.12% | -1.08% | 27:12 | 15:28 | 20:09 | 26:10 | 31:44 | 51:53 | 11:35 | 08:34 |
 | Quelling Blade | 45 | 6.53% | 45.3 | 48.89% | -1.73% | -3.44% | -12.53% | -9.09% | 01:31 | -01:29 | -01:29 | -01:29 | 01:54 | 16:16 | 03:23 | 02:30 |
 | Glimmer Cape | 31 | 4.50% | 44.0 | 51.61% | +1.15% | -1.61% | -14.11% | 0.00% | 23:19 | 13:59 | 18:36 | 22:03 | 27:26 | 36:54 | 08:50 | 06:32 |
 | Assault Cuirass | 4 | 0.58% | 42.7 | 100.00% | +49.78% | 0.00% | 0.00% | 0.00% | 38:28 | 34:19 | 34:19 | 36:19 | 39:14 | 43:59 | 04:55 | 03:38 |
 | Scythe of Vyse | 38 | 5.52% | 41.3 | 47.37% | -3.32% | +32.63% | -25.15% | -6.18% | 41:05 | 26:34 | 35:53 | 40:07 | 45:14 | 60:38 | 09:21 | 06:55 |
 | Wind Waker | 9 | 1.31% | 40.0 | 66.67% | +16.38% | -16.67% | -16.67% | 0.00% | 49:27 | 36:18 | 41:35 | 49:50 | 53:49 | 1:01:12 | 12:14 | 09:03 |
 | Medallion of Courage | 7 | 1.02% | 38.7 | 71.43% | +21.14% | +28.57% | -21.43% | 0.00% | 21:22 | 04:41 | 14:36 | 17:53 | 28:22 | 36:08 | 13:46 | 10:11 |
 | Helm of Iron Will | 3 | 0.44% | 37.3 | 100.00% | +49.71% | 0.00% | 0.00% | 0.00% | 34:32 | 31:30 | 31:30 | 34:05 | 38:00 | 38:00 | 06:30 | 04:48 |
 | Drum of Endurance | 27 | 3.92% | 36.0 | 44.44% | -6.32% | +26.99% | +26.99% | 0.00% | 20:24 | 15:08 | 16:13 | 19:13 | 22:27 | 33:34 | 06:14 | 04:37 |
 | Solar Crest | 5 | 0.73% | 34.7 | 80.00% | +29.71% | +20.00% | -80.00% | 0.00% | 23:44 | 13:39 | 13:39 | 20:31 | 28:22 | 36:09 | 14:43 | 10:54 |
 | Bracer | 24 | 3.48% | 33.3 | 45.83% | -4.85% | +4.17% | +20.84% | 0.00% | 07:12 | -00:41 | 02:37 | 04:49 | 11:24 | 21:44 | 08:47 | 06:30 |
 | Blight Stone | 10 | 1.45% | 32.0 | 60.00% | +9.63% | +6.67% | -10.00% | 0.00% | 16:23 | -01:29 | 04:41 | 15:40 | 28:22 | 36:08 | 23:41 | 17:32 |
 | Overwhelming Blink | 11 | 1.60% | 30.7 | 54.55% | +4.11% | +45.45% | -21.22% | 0.00% | 50:50 | 30:51 | 39:28 | 52:36 | 60:33 | 1:04:45 | 21:05 | 15:37 |
 | Heart of Tarrasque | 4 | 0.58% | 29.3 | 75.00% | +24.64% | +25.00% | +25.00% | 0.00% | 46:31 | 41:43 | 41:43 | 46:13 | 46:26 | 51:40 | 04:43 | 03:29 |
 | Ring of Basilius | 4 | 0.58% | 28.0 | 75.00% | +24.64% | +25.00% | +25.00% | 0.00% | 17:41 | 02:20 | 02:20 | 05:31 | 23:46 | 39:06 | 21:26 | 15:52 |
 | Aghanim's Scepter | 2 | 0.29% | 26.7 | 100.00% | +49.64% | 0.00% | 0.00% | 0.00% | 22:07 | 21:28 | 21:28 | 22:45 | 22:45 | 22:45 | 01:17 | 00:57 |
 | Bloodstone | 2 | 0.29% | 25.3 | 100.00% | +49.64% | 0.00% | 0.00% | 0.00% | 30:49 | 28:04 | 28:04 | 33:34 | 33:34 | 33:34 | 05:30 | 04:04 |
 | Helm of the Dominator | 2 | 0.29% | 24.0 | 100.00% | +49.64% | 0.00% | 0.00% | 0.00% | 36:53 | 34:05 | 34:05 | 39:41 | 39:41 | 39:41 | 05:36 | 04:08 |
 | Holy Locket | 5 | 0.73% | 22.7 | 60.00% | +9.56% | +40.00% | +40.00% | 0.00% | 22:46 | 17:24 | 17:24 | 20:31 | 26:15 | 30:51 | 08:51 | 06:33 |
 | Eternal Shroud | 5 | 0.73% | 21.3 | 60.00% | +9.56% | -60.00% | +40.00% | 0.00% | 23:14 | 14:46 | 14:46 | 20:37 | 32:17 | 32:37 | 17:31 | 12:58 |
 | Ethereal Blade | 3 | 0.44% | 20.0 | 66.67% | +16.23% | +33.33% | 0.00% | 0.00% | 33:56 | 29:59 | 29:59 | 32:09 | 39:39 | 39:39 | 09:40 | 07:09 |
 | Rod of Atos | 7 | 1.02% | 18.7 | 42.86% | -7.73% | +7.14% | +7.14% | 0.00% | 15:03 | 10:54 | 11:13 | 11:58 | 14:29 | 24:50 | 03:16 | 02:25 |
 | Witch Blade | 12 | 1.74% | 17.3 | 33.33% | -17.48% | +33.34% | 0.00% | 0.00% | 15:42 | 12:01 | 12:29 | 12:58 | 16:30 | 26:00 | 04:01 | 02:58 |
 | Boots of Bearing | 4 | 0.58% | 16.0 | 50.00% | -0.51% | +50.00% | -50.00% | 0.00% | 32:40 | 19:57 | 19:57 | 23:20 | 39:23 | 48:00 | 19:26 | 14:23 |
 | Crimson Guard | 1 | 0.15% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.15% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.15% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.15% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.15% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Dagon | 1 | 0.15% | 8.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.15% | 6.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.15% | 5.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.15% | 4.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.15% | 2.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 0.29% | 1.3 | 0.00% | -50.66% | 0.00% | 0.00% | 0.00% | 15:09 | 09:38 | 09:38 | 20:40 | 20:40 | 20:40 | 11:02 | 08:10 |