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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 | |
 | Boots of Bearing | 57 | 11.56% | 100.0 | 77.19% | +33.15% | +8.52% | +8.52% | 0.00% | 31:58 | 20:11 | 24:31 | 29:07 | 37:38 | 1:14:40 | 13:07 | 09:42 |
 | Guardian Greaves | 61 | 12.37% | 98.6 | 67.21% | +22.07% | -13.88% | +12.79% | 3.38% | 28:08 | 13:03 | 24:54 | 27:33 | 32:47 | 46:54 | 07:53 | 05:50 |
 | Drum of Endurance | 110 | 22.31% | 97.3 | 62.73% | +19.13% | +1.56% | +7.64% | 0.56% | 24:16 | 11:54 | 16:47 | 21:47 | 27:40 | 1:13:41 | 10:53 | 08:03 |
 | Ring of Health | 71 | 14.40% | 95.9 | 64.79% | +19.77% | -31.46% | -3.68% | 1.57% | 30:06 | 05:46 | 20:29 | 29:16 | 38:12 | 59:17 | 17:43 | 13:07 |
 | Headdress | 166 | 33.67% | 94.6 | 58.43% | +15.92% | +3.47% | +2.55% | -0.09% | 19:39 | 07:12 | 14:12 | 17:43 | 24:15 | 51:03 | 10:03 | 07:26 |
 | Buckler | 109 | 22.11% | 93.2 | 60.55% | +16.28% | -8.70% | +17.23% | 2.31% | 26:58 | 08:05 | 20:34 | 26:12 | 31:47 | 47:34 | 11:13 | 08:18 |
 | Pipe of Insight | 21 | 4.26% | 91.9 | 76.19% | +29.58% | -16.19% | +3.81% | 1.45% | 29:15 | 14:38 | 22:39 | 27:59 | 36:27 | 47:03 | 13:48 | 10:13 |
 | Ring of Protection | 166 | 33.67% | 90.5 | 57.83% | +15.02% | -5.45% | +12.90% | 1.19% | 17:59 | -01:30 | 09:57 | 16:19 | 25:21 | 47:34 | 15:24 | 11:24 |
 | Holy Locket | 58 | 11.76% | 89.2 | 63.79% | +18.04% | +9.54% | +7.64% | -0.17% | 27:14 | 12:56 | 21:42 | 25:29 | 33:06 | 51:07 | 11:24 | 08:26 |
 | Lotus Orb | 35 | 7.10% | 87.8 | 68.57% | +22.28% | -1.90% | -1.90% | 0.00% | 38:13 | 22:52 | 30:36 | 35:10 | 45:19 | 59:18 | 14:43 | 10:54 |
 | Tranquil Boots | 109 | 22.11% | 86.5 | 58.72% | +13.93% | -3.16% | +0.54% | 0.24% | 21:43 | 07:56 | 13:09 | 19:20 | 28:21 | 1:08:46 | 15:12 | 11:15 |
 | Void Stone | 107 | 21.70% | 85.1 | 57.94% | +12.86% | -9.79% | +12.43% | 1.01% | 24:55 | 09:55 | 13:52 | 18:15 | 35:46 | 59:17 | 21:54 | 16:13 |
 | Force Staff | 184 | 37.32% | 83.8 | 54.35% | +10.34% | +10.87% | -6.52% | -1.53% | 29:01 | 15:08 | 22:05 | 27:25 | 33:25 | 1:04:05 | 11:20 | 08:23 |
 | Arcane Boots | 279 | 56.59% | 82.4 | 51.61% | +8.62% | -1.61% | -3.04% | -0.30% | 14:25 | 03:57 | 11:03 | 13:09 | 15:46 | 40:03 | 04:43 | 03:29 |
 | Morbid Mask | 30 | 6.09% | 81.1 | 66.67% | +20.02% | -4.17% | -9.53% | -0.35% | 37:28 | 19:24 | 29:27 | 36:40 | 44:52 | 1:04:46 | 15:25 | 11:25 |
 | Vladmir's Offering | 30 | 6.09% | 79.7 | 66.67% | +20.02% | -4.17% | -9.53% | -0.42% | 38:09 | 20:21 | 32:42 | 36:52 | 45:34 | 1:05:14 | 12:52 | 09:31 |
 | Chainmail | 209 | 42.39% | 78.4 | 52.15% | +7.43% | -0.23% | +11.31% | 1.52% | 18:31 | 04:52 | 13:42 | 16:47 | 21:17 | 60:19 | 07:35 | 05:37 |
 | Wind Lace | 315 | 63.89% | 77.0 | 50.48% | +7.22% | -4.91% | +0.15% | 0.38% | 10:56 | -01:30 | 03:08 | 08:03 | 16:31 | 1:08:20 | 13:23 | 09:54 |
 | Mekansm | 103 | 20.89% | 75.7 | 55.34% | +9.44% | -1.49% | +2.35% | 0.61% | 21:00 | 09:37 | 17:30 | 20:17 | 23:50 | 44:22 | 06:20 | 04:41 |
 | Ring of Basilius | 36 | 7.30% | 74.3 | 63.89% | +17.28% | -19.45% | -8.33% | 0.76% | 32:47 | -01:29 | 26:14 | 33:28 | 40:50 | 1:04:46 | 14:36 | 10:48 |
 | Magic Wand | 390 | 79.11% | 73.0 | 49.49% | +7.74% | -2.55% | -3.10% | -0.09% | 11:45 | -01:29 | 08:31 | 11:02 | 14:19 | 51:05 | 05:48 | 04:17 |
 | Crown | 88 | 17.85% | 71.6 | 55.68% | +9.51% | -1.13% | +26.14% | 2.98% | 23:33 | 11:26 | 17:59 | 22:55 | 27:08 | 48:47 | 09:09 | 06:46 |
 | Fluffy Hat | 284 | 57.61% | 70.3 | 50.00% | +5.02% | +9.15% | -0.70% | -0.98% | 17:57 | 06:17 | 11:58 | 15:10 | 22:04 | 52:21 | 10:06 | 07:28 |
 | Solar Crest | 87 | 17.65% | 68.9 | 55.17% | +8.86% | +3.92% | +26.65% | 3.04% | 25:32 | 13:19 | 20:38 | 24:26 | 28:07 | 49:02 | 07:29 | 05:32 |
 | Boots of Speed | 493 | 100.00% | 67.6 | 47.87% | +47.87% | +1.72% | -7.22% | -2.58% | 06:21 | -01:29 | 04:48 | 06:18 | 08:16 | 24:25 | 03:28 | 02:34 |
 | Magic Stick | 472 | 95.74% | 66.2 | 46.82% | -24.61% | -3.60% | +0.64% | 0.74% | 03:43 | -01:29 | -01:29 | 03:11 | 07:14 | 21:16 | 08:43 | 06:27 |
 | Wraith Band | 26 | 5.27% | 64.9 | 65.38% | +18.48% | -8.24% | -15.38% | -0.77% | 28:00 | 14:59 | 23:19 | 27:28 | 32:37 | 39:24 | 09:18 | 06:53 |
 | Medallion of Courage | 99 | 20.08% | 63.5 | 52.53% | +5.83% | +3.47% | +19.47% | 1.40% | 21:18 | 08:55 | 15:09 | 19:40 | 26:37 | 41:05 | 11:28 | 08:29 |
 | Blight Stone | 98 | 19.88% | 62.2 | 52.04% | +5.20% | +3.96% | +18.79% | 1.26% | 20:55 | 08:30 | 14:52 | 19:20 | 26:37 | 41:05 | 11:45 | 08:42 |
 | Glimmer Cape | 146 | 29.61% | 60.8 | 47.26% | -0.87% | +6.79% | -5.59% | -1.02% | 28:03 | 15:16 | 20:51 | 25:47 | 32:56 | 1:01:40 | 12:05 | 08:57 |
 | Ghost Scepter | 60 | 12.17% | 59.5 | 51.67% | +4.33% | +8.33% | -18.34% | -1.97% | 34:17 | 18:05 | 27:48 | 31:28 | 41:21 | 56:06 | 13:33 | 10:02 |
 | Pavise | 60 | 12.17% | 58.1 | 50.00% | +2.42% | +10.00% | -10.00% | -7.14% | 15:39 | 10:21 | 13:47 | 15:11 | 16:35 | 26:25 | 02:48 | 02:04 |
 | Heaven's Halberd | 15 | 3.04% | 56.8 | 66.67% | +19.39% | +8.33% | +8.33% | 0.00% | 38:32 | 20:29 | 27:19 | 35:25 | 47:39 | 1:06:21 | 20:20 | 15:03 |
 | Black King Bar | 11 | 2.23% | 55.4 | 72.73% | +25.43% | -39.40% | -6.06% | 0.00% | 42:56 | 23:29 | 27:38 | 42:32 | 47:05 | 1:11:07 | 19:27 | 14:24 |
 | Sange | 18 | 3.65% | 54.1 | 61.11% | +13.74% | -1.11% | +13.89% | 0.00% | 35:52 | 18:17 | 24:49 | 33:01 | 47:39 | 1:04:23 | 22:50 | 16:54 |
 | Diadem | 18 | 3.65% | 52.7 | 61.11% | +13.74% | -1.11% | -11.11% | 0.00% | 26:28 | 13:20 | 23:22 | 25:49 | 31:28 | 35:00 | 08:06 | 06:00 |
 | Boots of Travel | 4 | 0.81% | 51.4 | 100.00% | +52.56% | 0.00% | 0.00% | 0.00% | 54:00 | 43:46 | 43:46 | 44:28 | 1:02:50 | 1:04:55 | 19:04 | 14:07 |
 | Linken's Sphere | 4 | 0.81% | 50.0 | 100.00% | +52.56% | 0.00% | 0.00% | 0.00% | 55:17 | 36:35 | 36:35 | 52:52 | 54:15 | 1:17:27 | 17:40 | 13:05 |
 | Blade Mail | 4 | 0.81% | 48.6 | 100.00% | +52.56% | 0.00% | 0.00% | 0.00% | 44:20 | 30:40 | 30:40 | 39:29 | 46:50 | 60:19 | 16:10 | 11:58 |
 | Blink Dagger | 30 | 6.09% | 47.3 | 50.00% | +2.27% | +25.00% | +7.14% | -1.55% | 37:29 | 21:01 | 31:21 | 36:00 | 42:53 | 1:16:14 | 11:32 | 08:32 |
 | Quelling Blade | 29 | 5.88% | 45.9 | 48.28% | +0.44% | -19.71% | -5.42% | 1.14% | 09:17 | -01:29 | -01:29 | 08:11 | 13:59 | 49:28 | 15:28 | 11:27 |
 | Wraith Pact | 9 | 1.83% | 44.6 | 66.67% | +19.15% | -66.67% | +33.33% | 0.00% | 37:40 | 27:47 | 31:56 | 36:18 | 40:56 | 51:52 | 09:00 | 06:40 |
 | Aeon Disk | 22 | 4.46% | 43.2 | 50.00% | +2.23% | +16.67% | -10.00% | -1.59% | 44:38 | 26:23 | 36:34 | 42:20 | 53:19 | 1:19:39 | 16:45 | 12:24 |
 | Hood of Defiance | 17 | 3.45% | 41.9 | 52.94% | +5.25% | -27.94% | +22.06% | 0.00% | 25:40 | 09:58 | 17:36 | 24:26 | 29:25 | 45:17 | 11:49 | 08:45 |
 | Aghanim's Scepter | 7 | 1.42% | 40.5 | 71.43% | +23.90% | -21.43% | +28.57% | 0.00% | 42:18 | 23:39 | 26:16 | 33:45 | 36:45 | 1:20:24 | 10:29 | 07:45 |
 | Vanguard | 12 | 2.43% | 39.2 | 58.33% | +10.72% | -25.00% | +41.67% | 0.00% | 19:23 | 07:50 | 09:49 | 10:20 | 29:04 | 44:13 | 19:15 | 14:15 |
 | Aghanim's Shard | 60 | 12.17% | 37.8 | 35.00% | -14.65% | +5.00% | -15.00% | -2.69% | 29:22 | 15:38 | 24:37 | 27:36 | 32:03 | 55:51 | 07:26 | 05:30 |
 | Aether Lens | 8 | 1.62% | 36.5 | 62.50% | +14.87% | -12.50% | -12.50% | 0.00% | 37:24 | 32:00 | 32:49 | 36:57 | 40:29 | 42:33 | 07:40 | 05:40 |
 | Cornucopia | 4 | 0.81% | 35.1 | 75.00% | +27.35% | +25.00% | +25.00% | 0.00% | 1:01:23 | 36:33 | 36:33 | 54:15 | 1:08:55 | 1:25:50 | 32:22 | 23:58 |
 | Shiva's Guard | 2 | 0.41% | 33.8 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 54:12 | 44:41 | 44:41 | 1:03:42 | 1:03:42 | 1:03:42 | 19:01 | 14:05 |
 | Heart of Tarrasque | 2 | 0.41% | 32.4 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 1:13:58 | 56:23 | 56:23 | 1:31:33 | 1:31:33 | 1:31:33 | 35:10 | 26:02 |
 | Assault Cuirass | 2 | 0.41% | 31.1 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 1:07:15 | 1:07:13 | 1:07:13 | 1:07:16 | 1:07:16 | 1:07:16 | 00:03 | 00:02 |
 | Hand of Midas | 2 | 0.41% | 29.7 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 44:10 | 36:03 | 36:03 | 52:16 | 52:16 | 52:16 | 16:13 | 12:00 |
 | Scythe of Vyse | 2 | 0.41% | 28.4 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 44:01 | 43:30 | 43:30 | 44:32 | 44:32 | 44:32 | 01:02 | 00:45 |
 | Bracer | 8 | 1.62% | 27.0 | 50.00% | +2.16% | -50.00% | +50.00% | 0.00% | 15:08 | 00:35 | 09:57 | 15:26 | 20:14 | 21:04 | 10:17 | 07:37 |
 | Helm of Iron Will | 12 | 2.43% | 25.7 | 41.67% | -6.35% | -8.34% | +25.00% | 0.00% | 25:42 | 11:27 | 14:35 | 20:19 | 34:38 | 49:59 | 20:03 | 14:51 |
 | Crimson Guard | 9 | 1.83% | 24.3 | 44.44% | -3.49% | +5.56% | +55.56% | 0.00% | 27:41 | 13:42 | 15:48 | 22:42 | 36:15 | 50:43 | 20:27 | 15:08 |
 | Soul Ring | 3 | 0.61% | 23.0 | 66.67% | +18.91% | -66.67% | 0.00% | 0.00% | 04:38 | 02:44 | 02:44 | 05:31 | 05:39 | 05:39 | 02:55 | 02:09 |
 | Phase Boots | 14 | 2.84% | 21.6 | 28.57% | -19.86% | -3.57% | +4.76% | 0.00% | 18:26 | 07:04 | 12:46 | 15:25 | 20:17 | 40:39 | 07:31 | 05:34 |
 | Refresher Orb | 4 | 0.81% | 20.3 | 50.00% | +2.15% | -50.00% | +50.00% | 0.00% | 1:18:21 | 47:09 | 47:09 | 1:12:11 | 1:25:50 | 1:48:13 | 38:41 | 28:39 |
 | Orb of Corrosion | 1 | 0.20% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.20% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Dagon | 1 | 0.20% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 00:00 | 00:00 |
 | Kaya | 1 | 0.20% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.20% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.20% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:30:58 | 1:30:58 | 1:30:58 | 1:30:58 | 1:30:58 | 1:30:58 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.20% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.20% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:15 | 1:16:15 | 1:16:15 | 1:16:15 | 1:16:15 | 1:16:15 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 4 | 0.81% | 8.1 | 25.00% | -23.06% | -25.00% | -25.00% | 0.00% | 30:55 | 18:55 | 18:55 | 29:53 | 30:53 | 44:00 | 11:58 | 08:51 |
 | Orb of Venom | 6 | 1.22% | 6.8 | 16.67% | -31.58% | +33.33% | -16.67% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:28 | -01:20 | 00:01 | 00:00 |
 | Urn of Shadows | 1 | 0.20% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 09:41 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.20% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 51:00 | 00:00 | 00:00 |
 | Bottle | 1 | 0.20% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 |
 | Radiance | 1 | 0.20% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 00:00 | 00:00 |