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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 | 6 | 2.84% | 100.0 | 100.00% | +54.63% | 0.00% | 0.00% | 0.00% | 45:37 | 32:36 | 39:35 | 43:59 | 52:21 | 56:18 | 12:46 | 09:27 |
 | Octarine Core | 40 | 18.96% | 98.6 | 65.00% | +22.31% | -15.00% | +15.00% | 1.16% | 32:39 | 14:29 | 16:50 | 34:39 | 42:48 | 56:42 | 25:58 | 19:14 |
 | Scythe of Vyse | 81 | 38.39% | 97.1 | 59.26% | +20.03% | +15.74% | -24.26% | -5.81% | 35:24 | 22:49 | 30:39 | 34:56 | 37:32 | 1:07:33 | 06:53 | 05:05 |
 | Aether Lens | 14 | 6.64% | 95.7 | 78.57% | +33.90% | +21.43% | -11.90% | 0.00% | 39:36 | 32:22 | 34:27 | 38:38 | 42:48 | 48:32 | 08:21 | 06:11 |
 | Drum of Endurance | 25 | 11.85% | 94.2 | 68.00% | +23.91% | -18.00% | +32.00% | 7.26% | 13:01 | 06:36 | 08:49 | 11:39 | 15:42 | 24:22 | 06:53 | 05:05 |
 | Boots of Bearing | 8 | 3.79% | 92.8 | 87.50% | +42.18% | +12.50% | +12.50% | 0.00% | 26:12 | 17:17 | 20:38 | 22:58 | 25:50 | 47:20 | 05:12 | 03:51 |
 | Black King Bar | 139 | 65.88% | 91.3 | 52.52% | +16.41% | +10.34% | -1.09% | -1.92% | 26:15 | 15:26 | 22:32 | 25:31 | 28:30 | 55:13 | 05:58 | 04:25 |
 | Void Stone | 117 | 55.45% | 89.9 | 52.99% | +13.63% | -8.16% | -8.16% | 0.00% | 26:09 | 04:36 | 12:54 | 29:09 | 35:04 | 56:42 | 22:10 | 16:25 |
 | Dragon Lance | 28 | 13.27% | 88.4 | 64.29% | +20.03% | -7.15% | -21.43% | -1.61% | 27:01 | 16:07 | 21:20 | 25:41 | 30:11 | 47:53 | 08:51 | 06:33 |
 | Aghanim's Shard | 87 | 41.23% | 87.0 | 54.02% | +12.08% | +14.16% | -4.02% | -1.71% | 29:54 | 15:14 | 23:15 | 29:09 | 33:53 | 55:13 | 10:38 | 07:52 |
 | Magic Wand | 174 | 82.46% | 85.5 | 50.00% | +17.57% | +6.82% | -12.79% | -2.93% | 06:05 | -01:29 | 02:45 | 04:29 | 09:26 | 23:12 | 06:41 | 04:57 |
 | Tranquil Boots | 10 | 4.74% | 84.1 | 80.00% | +34.73% | -13.33% | -30.00% | 0.00% | 15:19 | 10:02 | 10:11 | 11:37 | 18:45 | 25:33 | 08:34 | 06:20 |
 | Hurricane Pike | 27 | 12.80% | 82.6 | 62.96% | +18.39% | +22.75% | -5.82% | -2.61% | 29:43 | 20:06 | 22:28 | 26:34 | 33:26 | 47:56 | 10:58 | 08:07 |
 | Force Staff | 46 | 21.80% | 81.2 | 56.52% | +12.28% | +1.81% | +7.12% | 0.76% | 24:03 | 16:35 | 19:16 | 22:28 | 26:13 | 40:57 | 06:57 | 05:08 |
 | Crown | 111 | 52.61% | 79.7 | 50.45% | +7.45% | -7.59% | +6.69% | 2.06% | 07:33 | -01:29 | 03:16 | 07:06 | 10:12 | 38:25 | 06:56 | 05:08 |
 | Magic Stick | 190 | 90.05% | 78.3 | 47.89% | +9.79% | +12.53% | -7.46% | -5.60% | 03:31 | -01:29 | 01:08 | 02:10 | 04:42 | 21:36 | 03:34 | 02:38 |
 | Boots of Speed | 211 | 100.00% | 76.8 | 46.92% | +46.92% | +4.02% | -3.52% | -2.46% | 06:25 | -01:29 | 04:57 | 06:30 | 08:01 | 12:26 | 03:04 | 02:16 |
 | Fluffy Hat | 99 | 46.92% | 75.4 | 50.51% | +6.76% | +17.49% | -6.51% | -5.22% | 12:28 | 06:16 | 09:15 | 10:45 | 13:51 | 38:25 | 04:36 | 03:24 |
 | Bracer | 68 | 32.23% | 73.9 | 51.47% | +6.71% | +1.47% | +7.35% | 5.88% | 02:16 | 00:37 | 01:36 | 01:47 | 02:26 | 12:57 | 00:50 | 00:37 |
 | Blink Dagger | 100 | 47.39% | 72.5 | 49.00% | +3.95% | +3.00% | -9.00% | -1.19% | 26:13 | 13:35 | 20:17 | 24:00 | 30:22 | 54:51 | 10:05 | 07:28 |
 | Boots of Travel | 108 | 51.18% | 71.0 | 48.15% | +2.52% | -3.71% | -7.41% | -0.33% | 34:24 | 13:47 | 28:46 | 33:12 | 40:06 | 53:02 | 11:20 | 08:23 |
 | Spirit Vessel | 97 | 45.97% | 69.6 | 48.45% | +2.84% | +22.38% | -10.95% | -10.20% | 13:19 | 09:21 | 11:17 | 12:53 | 14:33 | 24:59 | 03:16 | 02:25 |
 | Wind Lace | 40 | 18.96% | 68.1 | 55.00% | +9.97% | -5.00% | -15.00% | -1.84% | 11:03 | 02:41 | 08:04 | 10:11 | 13:30 | 23:58 | 05:26 | 04:01 |
 | Hand of Midas | 152 | 72.04% | 66.7 | 46.05% | -3.10% | +6.58% | -1.31% | -0.98% | 13:27 | 06:18 | 08:45 | 14:23 | 16:50 | 23:23 | 08:05 | 05:59 |
 | Boots of Travel 2 | 15 | 7.11% | 65.2 | 66.67% | +21.26% | +8.33% | +8.33% | 0.00% | 51:28 | 32:14 | 41:44 | 55:44 | 58:36 | 1:09:56 | 16:52 | 12:29 |
 | Urn of Shadows | 119 | 56.40% | 63.8 | 45.38% | -3.53% | -2.05% | -8.71% | -2.47% | 07:14 | 02:57 | 05:36 | 06:54 | 08:18 | 13:27 | 02:42 | 02:00 |
 | Ring of Protection | 119 | 56.40% | 62.3 | 45.38% | -3.53% | -2.05% | -12.05% | -3.51% | 06:01 | -01:29 | 04:19 | 05:42 | 07:10 | 13:04 | 02:51 | 02:06 |
 | Refresher Orb | 21 | 9.95% | 60.9 | 57.14% | +11.35% | +2.86% | +22.86% | 1.82% | 48:57 | 36:02 | 43:14 | 46:54 | 54:12 | 1:05:31 | 10:58 | 08:07 |
 | Chainmail | 39 | 18.48% | 59.4 | 48.72% | +2.21% | -18.72% | +1.28% | 3.05% | 14:37 | 05:09 | 10:58 | 13:50 | 17:31 | 26:55 | 06:33 | 04:51 |
 | Shiva's Guard | 17 | 8.06% | 58.0 | 58.82% | +12.94% | +16.18% | -58.82% | -6.16% | 39:44 | 27:47 | 31:30 | 40:26 | 43:40 | 53:42 | 12:10 | 09:00 |
 | Ring of Health | 50 | 23.70% | 56.5 | 46.00% | -1.20% | -7.54% | +12.33% | 0.61% | 20:16 | 01:43 | 03:13 | 13:41 | 35:57 | 59:53 | 32:44 | 24:14 |
 | Power Treads | 51 | 24.17% | 55.1 | 43.14% | -4.99% | +3.01% | -20.06% | -8.99% | 07:51 | 04:29 | 05:52 | 06:44 | 08:26 | 19:28 | 02:34 | 01:54 |
 | Wraith Band | 14 | 6.64% | 53.6 | 57.14% | +10.95% | +17.86% | -23.81% | 0.00% | 01:52 | -01:29 | 01:25 | 01:54 | 02:28 | 03:51 | 01:03 | 00:46 |
 | Linken's Sphere | 36 | 17.06% | 52.2 | 44.44% | -2.99% | -22.22% | +11.12% | 3.14% | 36:11 | 24:53 | 29:15 | 35:20 | 39:52 | 57:19 | 10:37 | 07:51 |
 | Null Talisman | 46 | 21.80% | 50.7 | 41.30% | -7.18% | +17.03% | -14.03% | -10.53% | 03:31 | -00:42 | 01:47 | 03:02 | 04:44 | 11:22 | 02:57 | 02:11 |
 | Witch Blade | 29 | 13.74% | 49.3 | 44.83% | -2.42% | -16.26% | +12.31% | 10.45% | 15:39 | 10:55 | 13:09 | 14:47 | 15:53 | 23:15 | 02:44 | 02:01 |
 | Blight Stone | 10 | 4.74% | 47.8 | 60.00% | +13.73% | +40.00% | -10.00% | 0.00% | 18:22 | 04:50 | 14:39 | 19:46 | 22:56 | 26:55 | 08:17 | 06:08 |
 | Solar Crest | 10 | 4.74% | 46.4 | 60.00% | +13.73% | +40.00% | -10.00% | 0.00% | 23:45 | 13:20 | 19:39 | 21:55 | 27:56 | 38:53 | 08:17 | 06:08 |
 | Quelling Blade | 10 | 4.74% | 44.9 | 60.00% | +13.73% | +40.00% | -10.00% | 0.00% | 00:50 | -01:29 | -01:29 | -01:29 | 04:16 | 07:28 | 05:45 | 04:15 |
 | Medallion of Courage | 10 | 4.74% | 43.5 | 60.00% | +13.73% | +40.00% | -10.00% | 0.00% | 19:08 | 09:30 | 15:24 | 20:26 | 22:56 | 26:55 | 07:32 | 05:34 |
 | Aghanim's Scepter | 28 | 13.27% | 42.0 | 42.86% | -4.68% | 0.00% | -14.29% | -1.42% | 33:44 | 15:26 | 26:42 | 31:55 | 36:47 | 1:05:47 | 10:05 | 07:28 |
 | Cornucopia | 29 | 13.74% | 40.6 | 41.38% | -6.42% | -12.81% | +15.76% | 2.18% | 35:54 | 18:27 | 27:07 | 34:58 | 40:12 | 56:00 | 13:05 | 09:41 |
 | Arcane Boots | 14 | 6.64% | 39.1 | 50.00% | +3.30% | +25.00% | -16.67% | 0.00% | 13:30 | 09:48 | 10:30 | 10:43 | 12:20 | 29:57 | 01:50 | 01:21 |
 | Moon Shard | 2 | 0.95% | 37.7 | 100.00% | +53.59% | 0.00% | 0.00% | 0.00% | 1:11:28 | 1:04:06 | 1:04:06 | 1:18:49 | 1:18:49 | 1:18:49 | 14:43 | 10:54 |
 | Arcane Blink | 2 | 0.95% | 36.2 | 100.00% | +53.59% | 0.00% | 0.00% | 0.00% | 49:25 | 44:43 | 44:43 | 54:07 | 54:07 | 54:07 | 09:24 | 06:57 |
 | Pipe of Insight | 2 | 0.95% | 34.8 | 100.00% | +53.59% | 0.00% | 0.00% | 0.00% | 26:20 | 25:50 | 25:50 | 26:49 | 26:49 | 26:49 | 00:59 | 00:43 |
 | Headdress | 2 | 0.95% | 33.3 | 100.00% | +53.59% | 0.00% | 0.00% | 0.00% | 24:35 | 23:24 | 23:24 | 25:45 | 25:45 | 25:45 | 02:21 | 01:44 |
 | Hood of Defiance | 2 | 0.95% | 31.9 | 100.00% | +53.59% | 0.00% | 0.00% | 0.00% | 22:11 | 19:40 | 19:40 | 24:42 | 24:42 | 24:42 | 05:02 | 03:43 |
 | Meteor Hammer | 22 | 10.43% | 30.4 | 36.36% | -11.79% | -3.03% | +3.64% | 4.30% | 07:25 | 05:49 | 06:48 | 07:00 | 08:21 | 09:00 | 01:33 | 01:08 |
 | Crystalys | 3 | 1.42% | 29.0 | 66.67% | +20.04% | +33.33% | 0.00% | 0.00% | 40:23 | 25:55 | 25:55 | 44:44 | 50:30 | 50:30 | 24:35 | 18:12 |
 | Bottle | 4 | 1.90% | 27.5 | 50.00% | +3.14% | +50.00% | +50.00% | 0.00% | 02:23 | 01:45 | 01:45 | 02:07 | 02:13 | 03:26 | 00:28 | 00:20 |
 | Nullifier | 1 | 0.47% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 31:52 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.47% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.47% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.47% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 55:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.47% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.47% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Buckler | 1 | 0.47% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 00:00 | 00:00 |
 | Aghanim's Blessing | 6 | 2.84% | 15.9 | 33.33% | -13.99% | +16.67% | -33.33% | 0.00% | 55:08 | 41:12 | 49:13 | 55:09 | 1:01:42 | 1:05:47 | 12:29 | 09:14 |
 | Daedalus | 2 | 0.95% | 14.5 | 50.00% | +3.11% | -50.00% | 0.00% | 0.00% | 48:04 | 44:57 | 44:57 | 51:10 | 51:10 | 51:10 | 06:13 | 04:36 |
 | Aeon Disk | 2 | 0.95% | 13.0 | 50.00% | +3.11% | +50.00% | 0.00% | 0.00% | 53:14 | 49:16 | 49:16 | 57:12 | 57:12 | 57:12 | 07:56 | 05:52 |
 | Orchid Malevolence | 4 | 1.90% | 11.6 | 25.00% | -22.34% | +75.00% | -25.00% | 0.00% | 19:44 | 15:42 | 15:42 | 18:27 | 19:01 | 25:45 | 03:19 | 02:27 |
 | Manta Style | 5 | 2.37% | 10.1 | 20.00% | -27.57% | -20.00% | -20.00% | 0.00% | 31:29 | 21:08 | 21:08 | 33:34 | 35:20 | 40:24 | 14:12 | 10:31 |
 | Yasha | 6 | 2.84% | 8.7 | 16.67% | -31.13% | -16.67% | -16.67% | 0.00% | 29:52 | 18:14 | 22:51 | 31:40 | 34:47 | 39:59 | 11:56 | 08:50 |
 | Phase Boots | 2 | 0.95% | 7.2 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 08:43 | 08:41 | 08:41 | 08:44 | 08:44 | 08:44 | 00:03 | 00:02 |
 | Maelstrom | 2 | 0.95% | 5.8 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 49:27 | 46:35 | 46:35 | 52:18 | 52:18 | 52:18 | 05:43 | 04:14 |
 | Rod of Atos | 1 | 0.47% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 00:00 | 00:00 |
 | Javelin | 2 | 0.95% | 2.9 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 49:27 | 46:35 | 46:35 | 52:18 | 52:18 | 52:18 | 05:43 | 04:14 |
 | Mjollnir | 1 | 0.47% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |