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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 | |
 | Overwhelming Blink | 33 | 15.64% | 100.0 | 87.88% | +42.37% | +12.12% | -25.38% | -4.10% | 41:11 | 30:44 | 36:13 | 40:58 | 45:22 | 55:15 | 09:09 | 06:46 |
 | Boots of Travel 2 | 32 | 15.17% | 98.5 | 78.13% | +30.64% | +9.37% | -28.13% | -3.28% | 44:42 | 25:02 | 38:08 | 42:51 | 49:35 | 1:10:01 | 11:27 | 08:28 |
 | Refresher Orb | 42 | 19.91% | 97.0 | 71.43% | +24.09% | +1.30% | +8.57% | 0.76% | 41:19 | 28:46 | 36:26 | 39:46 | 45:58 | 1:10:31 | 09:32 | 07:03 |
 | Cornucopia | 42 | 19.91% | 95.5 | 69.05% | +21.12% | +12.77% | +0.95% | -1.18% | 41:10 | 26:40 | 35:18 | 39:26 | 45:17 | 1:10:30 | 09:59 | 07:23 |
 | Octarine Core | 132 | 62.56% | 93.9 | 61.36% | +24.65% | -0.75% | -3.78% | -0.29% | 20:57 | 09:59 | 14:56 | 18:09 | 25:27 | 45:58 | 10:31 | 07:47 |
 | Void Stone | 135 | 63.98% | 92.4 | 60.74% | +23.90% | +3.97% | -4.86% | -0.79% | 19:58 | 08:21 | 13:43 | 17:37 | 24:56 | 45:23 | 11:13 | 08:18 |
 | Boots of Travel | 75 | 35.55% | 90.9 | 62.67% | +16.35% | +5.75% | -4.78% | -0.99% | 36:45 | 18:09 | 31:22 | 36:01 | 41:58 | 60:23 | 10:36 | 07:51 |
 | Shiva's Guard | 61 | 28.91% | 89.4 | 63.93% | +16.60% | +2.74% | +2.74% | 0.00% | 33:02 | 26:21 | 29:49 | 32:29 | 35:39 | 47:34 | 05:50 | 04:19 |
 | Aghanim's Shard | 82 | 38.86% | 87.9 | 59.76% | +12.47% | +21.19% | -19.76% | -3.95% | 33:23 | 22:01 | 27:25 | 31:57 | 37:47 | 54:50 | 10:22 | 07:40 |
 | Magic Wand | 164 | 77.73% | 86.4 | 54.88% | +12.33% | +8.53% | -6.10% | -2.02% | 03:58 | -01:30 | -01:29 | 01:00 | 08:44 | 23:35 | 10:13 | 07:34 |
 | Blink Dagger | 196 | 92.89% | 84.8 | 54.08% | +27.41% | +11.23% | -15.30% | -4.47% | 22:21 | 12:31 | 18:52 | 21:58 | 24:48 | 36:19 | 05:56 | 04:23 |
 | Vanguard | 187 | 88.63% | 83.3 | 52.94% | +7.11% | +6.63% | +0.25% | -3.19% | 07:08 | 03:48 | 05:35 | 06:11 | 07:35 | 19:15 | 02:00 | 01:28 |
 | Arcane Boots | 186 | 88.15% | 81.8 | 52.69% | +4.69% | +9.01% | -9.21% | -3.42% | 10:38 | 03:36 | 07:28 | 09:10 | 12:48 | 28:52 | 05:20 | 03:57 |
 | Boots of Speed | 211 | 100.00% | 80.3 | 52.13% | +52.13% | +4.47% | -6.85% | -3.19% | 05:26 | -01:29 | 03:25 | 06:20 | 06:58 | 10:47 | 03:33 | 02:37 |
 | Ring of Health | 201 | 95.26% | 78.8 | 52.24% | +2.24% | +7.76% | +1.76% | -4.00% | 04:31 | 01:00 | 02:35 | 03:01 | 04:05 | 31:10 | 01:30 | 01:06 |
 | Black King Bar | 144 | 68.25% | 77.3 | 53.47% | +4.22% | -9.03% | -3.47% | 0.68% | 26:09 | 15:49 | 21:42 | 24:34 | 29:53 | 47:24 | 08:11 | 06:03 |
 | Magic Stick | 103 | 48.82% | 75.8 | 54.37% | +4.37% | -4.37% | +3.32% | 1.40% | 02:44 | -01:30 | -01:29 | -01:26 | 06:58 | 21:33 | 08:27 | 06:15 |
 | Pipe of Insight | 71 | 33.65% | 74.2 | 56.34% | +6.34% | +10.33% | -0.78% | -2.44% | 18:23 | 12:24 | 16:01 | 17:38 | 20:34 | 30:17 | 04:33 | 03:22 |
 | Headdress | 85 | 40.28% | 72.7 | 54.12% | +3.33% | +3.02% | -1.74% | -1.11% | 16:20 | 10:17 | 13:44 | 15:41 | 18:02 | 26:38 | 04:18 | 03:11 |
 | Wind Lace | 92 | 43.60% | 71.2 | 53.26% | +2.00% | -5.43% | -1.09% | 0.36% | 07:52 | -01:29 | -01:23 | 08:11 | 13:17 | 23:23 | 14:40 | 10:51 |
 | Hand of Midas | 174 | 82.46% | 69.7 | 50.00% | -12.16% | +2.27% | -15.12% | -9.49% | 12:27 | 08:35 | 11:21 | 12:17 | 13:11 | 23:14 | 01:50 | 01:21 |
 | Ring of Protection | 31 | 14.69% | 68.2 | 61.29% | +10.73% | +1.21% | -11.29% | -1.70% | 19:15 | 04:48 | 14:17 | 19:06 | 21:39 | 45:13 | 07:22 | 05:27 |
 | Quelling Blade | 75 | 35.55% | 66.7 | 52.00% | -0.21% | +5.89% | -4.63% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:20 | 00:00 | 00:00 |
 | Aghanim's Scepter | 42 | 19.91% | 65.2 | 54.76% | +3.28% | +8.88% | -14.76% | -2.79% | 38:36 | 25:28 | 33:57 | 36:38 | 42:26 | 1:01:23 | 08:29 | 06:17 |
 | Buckler | 27 | 12.80% | 63.6 | 59.26% | +8.17% | +26.45% | -16.40% | -5.42% | 21:34 | 14:05 | 16:33 | 19:49 | 24:27 | 45:14 | 07:54 | 05:51 |
 | Mekansm | 25 | 11.85% | 62.1 | 60.00% | +8.92% | +40.00% | -10.00% | -10.34% | 18:08 | 13:05 | 15:30 | 17:49 | 20:20 | 24:26 | 04:50 | 03:34 |
 | Guardian Greaves | 25 | 11.85% | 60.6 | 60.00% | +8.92% | +23.33% | -26.67% | -8.85% | 21:27 | 15:40 | 18:18 | 20:26 | 23:57 | 31:16 | 05:39 | 04:11 |
 | Aghanim's Blessing | 13 | 6.16% | 59.1 | 69.23% | +18.22% | -2.56% | -35.90% | -2.78% | 44:59 | 33:46 | 38:38 | 42:58 | 50:38 | 1:01:36 | 12:00 | 08:53 |
 | Aeon Disk | 4 | 1.90% | 57.6 | 100.00% | +48.79% | 0.00% | 0.00% | 0.00% | 44:56 | 28:54 | 28:54 | 46:00 | 48:12 | 56:37 | 19:18 | 14:17 |
 | Helm of Iron Will | 72 | 34.12% | 56.1 | 47.22% | -7.46% | -13.89% | -2.78% | 1.95% | 16:21 | 09:36 | 13:23 | 14:58 | 19:05 | 29:34 | 05:42 | 04:13 |
 | Crimson Guard | 73 | 34.60% | 54.5 | 46.58% | -8.49% | -2.14% | -2.14% | 0.00% | 18:17 | 11:50 | 15:05 | 16:42 | 20:45 | 43:24 | 05:40 | 04:11 |
 | Chainmail | 34 | 16.11% | 53.0 | 52.94% | +0.96% | +2.62% | -15.44% | -3.40% | 14:48 | 04:33 | 12:34 | 15:02 | 17:53 | 24:26 | 05:19 | 03:56 |
 | Tranquil Boots | 8 | 3.79% | 51.5 | 75.00% | +23.77% | +25.00% | +25.00% | 0.00% | 08:51 | 03:48 | 05:26 | 07:18 | 08:26 | 23:30 | 03:00 | 02:13 |
 | Heaven's Halberd | 26 | 12.32% | 50.0 | 50.00% | -2.43% | -7.14% | -16.67% | -1.51% | 29:11 | 17:23 | 25:44 | 29:36 | 32:03 | 47:43 | 06:19 | 04:40 |
 | Sange | 29 | 13.74% | 48.5 | 48.28% | -4.47% | -5.42% | -5.42% | 0.00% | 28:02 | 15:45 | 23:42 | 28:35 | 29:58 | 47:27 | 06:16 | 04:38 |
 | Drum of Endurance | 7 | 3.32% | 47.0 | 71.43% | +19.96% | -21.43% | +28.57% | 0.00% | 16:11 | 10:00 | 12:11 | 13:24 | 16:03 | 30:39 | 03:52 | 02:51 |
 | Force Staff | 3 | 1.42% | 45.5 | 100.00% | +48.56% | 0.00% | 0.00% | 0.00% | 34:38 | 30:18 | 30:18 | 35:02 | 38:33 | 38:33 | 08:15 | 06:06 |
 | Linken's Sphere | 5 | 2.37% | 43.9 | 80.00% | +28.54% | +20.00% | +20.00% | 0.00% | 45:02 | 36:57 | 36:57 | 40:26 | 45:17 | 1:03:16 | 08:20 | 06:10 |
 | Boots of Bearing | 5 | 2.37% | 42.4 | 80.00% | +28.54% | +20.00% | +20.00% | 0.00% | 25:54 | 13:17 | 13:17 | 25:45 | 31:01 | 35:46 | 17:44 | 13:08 |
 | Fluffy Hat | 4 | 1.90% | 40.9 | 75.00% | +23.31% | -75.00% | +25.00% | 0.00% | 27:51 | 09:51 | 09:51 | 30:18 | 34:57 | 36:18 | 25:06 | 18:35 |
 | Soul Ring | 2 | 0.95% | 39.4 | 100.00% | +48.33% | 0.00% | 0.00% | 0.00% | 09:55 | 06:24 | 06:24 | 13:25 | 13:25 | 13:25 | 07:01 | 05:11 |
 | Lotus Orb | 4 | 1.90% | 37.9 | 50.00% | -2.17% | +50.00% | -50.00% | 0.00% | 25:17 | 18:33 | 18:33 | 23:27 | 26:32 | 32:35 | 07:59 | 05:54 |
 | Solar Crest | 1 | 0.47% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 |
 | Diadem | 1 | 0.47% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.47% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.47% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.47% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.47% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.47% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.47% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.47% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Crown | 1 | 0.47% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 00:00 | 00:00 |
 | Kaya | 1 | 0.47% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.47% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.47% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.47% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.47% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.47% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Phase Boots | 8 | 3.79% | 12.1 | 25.00% | -28.20% | +25.00% | -25.00% | 0.00% | 09:08 | 04:54 | 06:21 | 07:32 | 09:07 | 16:29 | 02:46 | 02:02 |
 | Assault Cuirass | 2 | 0.95% | 10.6 | 50.00% | -2.15% | +50.00% | 0.00% | 0.00% | 41:29 | 37:16 | 37:16 | 45:41 | 45:41 | 45:41 | 08:25 | 06:14 |
 | Bracer | 2 | 0.95% | 9.1 | 50.00% | -2.15% | -50.00% | 0.00% | 0.00% | 07:37 | 02:22 | 02:22 | 12:51 | 12:51 | 12:51 | 10:29 | 07:45 |
 | Glimmer Cape | 1 | 0.47% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Radiance | 1 | 0.47% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.47% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.47% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 00:00 | 00:00 |
 | Pavise | 1 | 0.47% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |