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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 | |
 | Manta Style | 50 | 33.56% | 100.0 | 74.00% | +32.59% | +2.92% | +9.33% | 1.05% | 36:05 | 16:25 | 31:47 | 35:01 | 37:52 | 55:25 | 06:05 | 04:30 |
 | Yasha | 60 | 40.27% | 98.4 | 70.00% | +29.55% | +16.67% | -3.33% | -3.19% | 33:13 | 14:39 | 29:25 | 32:06 | 35:41 | 51:15 | 06:16 | 04:38 |
 | Aghanim's Scepter | 99 | 66.44% | 96.8 | 62.63% | +30.63% | +17.37% | -14.63% | -3.89% | 31:24 | 20:54 | 26:49 | 30:18 | 35:03 | 1:04:44 | 08:14 | 06:05 |
 | Octarine Core | 17 | 11.41% | 95.2 | 76.47% | +27.23% | -1.47% | -1.47% | 0.00% | 40:42 | 31:01 | 36:21 | 40:52 | 42:32 | 52:34 | 06:11 | 04:34 |
 | Void Stone | 43 | 28.86% | 93.7 | 62.79% | +14.68% | -17.34% | +19.03% | 1.20% | 21:51 | 04:31 | 07:01 | 12:38 | 37:24 | 52:29 | 30:23 | 22:30 |
 | Black King Bar | 128 | 85.91% | 92.1 | 54.69% | +16.59% | +7.81% | -20.31% | -5.74% | 23:15 | 16:33 | 20:16 | 22:37 | 25:10 | 49:06 | 04:54 | 03:37 |
 | Assault Cuirass | 13 | 8.72% | 90.5 | 76.92% | +26.92% | -10.25% | -10.25% | 0.00% | 39:42 | 28:47 | 30:51 | 38:10 | 46:46 | 54:27 | 15:55 | 11:47 |
 | Power Treads | 132 | 88.59% | 88.9 | 53.79% | +12.61% | +3.79% | -2.27% | -3.13% | 07:47 | 03:20 | 05:58 | 06:43 | 07:54 | 33:30 | 01:56 | 01:25 |
 | Aether Lens | 22 | 14.77% | 87.3 | 68.18% | +18.57% | -18.18% | +31.82% | 5.20% | 37:11 | 28:58 | 31:47 | 35:49 | 41:24 | 52:29 | 09:37 | 07:07 |
 | Boots of Speed | 149 | 100.00% | 85.7 | 52.35% | +52.35% | -6.40% | -1.00% | 3.00% | 05:05 | -01:29 | 03:50 | 04:49 | 05:38 | 12:02 | 01:48 | 01:20 |
 | Buckler | 15 | 10.07% | 84.1 | 73.33% | +23.33% | -23.33% | +1.67% | 1.52% | 38:56 | 27:10 | 29:58 | 37:34 | 46:27 | 52:36 | 16:29 | 12:12 |
 | Magic Wand | 108 | 72.48% | 82.5 | 53.70% | +4.92% | +1.86% | +5.56% | 0.64% | 07:21 | -01:30 | 04:13 | 06:52 | 09:58 | 23:16 | 05:45 | 04:15 |
 | Magic Stick | 125 | 83.89% | 81.0 | 52.80% | +2.80% | -7.64% | +11.72% | 4.12% | 03:13 | -01:30 | -01:20 | 01:47 | 06:02 | 18:52 | 07:22 | 05:27 |
 | Quelling Blade | 136 | 91.28% | 79.4 | 52.21% | -1.64% | -5.15% | +3.67% | 0.00% | -01:12 | -01:30 | -01:29 | -01:29 | -01:29 | 16:27 | 00:00 | 00:00 |
 | Blink Dagger | 147 | 98.66% | 77.8 | 51.70% | -48.30% | +13.16% | -11.16% | -9.18% | 13:48 | 09:30 | 11:52 | 13:05 | 14:31 | 30:22 | 02:39 | 01:57 |
 | Falcon Blade | 12 | 8.05% | 76.2 | 75.00% | +24.64% | +25.00% | -41.67% | -17.09% | 07:38 | 04:14 | 04:52 | 07:56 | 08:46 | 12:10 | 03:54 | 02:53 |
 | Ring of Protection | 44 | 29.53% | 74.6 | 54.55% | +3.12% | +9.09% | +9.09% | 0.00% | 14:52 | -01:29 | 01:57 | 06:57 | 27:52 | 52:36 | 25:55 | 19:11 |
 | Heaven's Halberd | 11 | 7.38% | 73.0 | 72.73% | +22.01% | -6.06% | -6.06% | 0.00% | 33:57 | 26:40 | 30:39 | 32:49 | 36:17 | 44:40 | 05:38 | 04:10 |
 | Morbid Mask | 4 | 2.68% | 71.4 | 100.00% | +48.97% | 0.00% | 0.00% | 0.00% | 48:26 | 39:34 | 39:34 | 48:51 | 49:04 | 56:15 | 09:30 | 07:02 |
 | Aghanim's Shard | 65 | 43.62% | 69.8 | 49.23% | -5.53% | +13.27% | -17.98% | -4.22% | 20:44 | 15:00 | 16:11 | 17:51 | 23:35 | 44:55 | 07:24 | 05:28 |
 | Bracer | 88 | 59.06% | 68.3 | 46.59% | -14.07% | +7.96% | -14.77% | -22.73% | 02:07 | 00:06 | 01:27 | 01:45 | 02:24 | 08:36 | 00:57 | 00:42 |
 | Fluffy Hat | 18 | 12.08% | 66.7 | 61.11% | +9.96% | +38.89% | -61.11% | -13.76% | 11:01 | 00:18 | 04:05 | 07:58 | 11:21 | 36:22 | 07:16 | 05:22 |
 | Overwhelming Blink | 12 | 8.05% | 65.1 | 66.67% | +15.58% | -33.34% | +33.33% | 6.02% | 45:50 | 36:38 | 39:08 | 43:58 | 50:12 | 53:17 | 11:04 | 08:11 |
 | Sange | 12 | 8.05% | 63.5 | 66.67% | +15.58% | -33.34% | 0.00% | 5.72% | 31:05 | 24:28 | 26:11 | 30:08 | 32:01 | 41:51 | 05:50 | 04:19 |
 | Aghanim's Blessing | 10 | 6.71% | 61.9 | 70.00% | +18.92% | -3.33% | -20.00% | 0.00% | 54:02 | 45:11 | 49:44 | 52:41 | 54:24 | 1:08:15 | 04:40 | 03:27 |
 | Ring of Health | 25 | 16.78% | 60.3 | 52.00% | -0.42% | -18.67% | -2.00% | 6.49% | 07:26 | 02:22 | 02:59 | 03:41 | 05:33 | 1:13:53 | 02:34 | 01:54 |
 | Hand of Midas | 38 | 25.50% | 58.7 | 47.37% | -6.68% | +22.63% | -14.04% | -4.92% | 13:16 | 07:12 | 10:36 | 11:23 | 18:03 | 20:57 | 07:27 | 05:31 |
 | Satanic | 3 | 2.01% | 57.1 | 100.00% | +48.63% | 0.00% | 0.00% | 0.00% | 48:37 | 39:43 | 39:43 | 49:16 | 56:51 | 56:51 | 17:08 | 12:41 |
 | Boots of Travel | 5 | 3.36% | 55.6 | 80.00% | +28.61% | +20.00% | +20.00% | 0.00% | 45:39 | 30:51 | 30:51 | 49:38 | 54:21 | 55:05 | 23:30 | 17:24 |
 | Daedalus | 5 | 3.36% | 54.0 | 80.00% | +28.61% | +20.00% | +20.00% | 0.00% | 41:19 | 37:54 | 37:54 | 39:17 | 41:04 | 49:57 | 03:10 | 02:20 |
 | Crown | 23 | 15.44% | 52.4 | 47.83% | -5.34% | +2.17% | +2.17% | 0.00% | 06:40 | 04:04 | 05:29 | 06:32 | 07:06 | 10:15 | 01:37 | 01:11 |
 | Meteor Hammer | 23 | 15.44% | 50.8 | 47.83% | -5.34% | -31.16% | -14.50% | 9.34% | 09:00 | 07:07 | 07:46 | 08:28 | 09:33 | 13:09 | 01:47 | 01:19 |
 | Crystalys | 10 | 6.71% | 49.2 | 60.00% | +8.20% | +6.67% | -60.00% | 0.00% | 39:49 | 29:41 | 37:02 | 39:34 | 42:11 | 52:44 | 05:09 | 03:48 |
 | Soul Ring | 27 | 18.12% | 47.6 | 44.44% | -9.66% | -15.87% | -1.58% | 4.24% | 09:08 | 02:18 | 05:49 | 07:23 | 09:11 | 30:02 | 03:22 | 02:29 |
 | Orchid Malevolence | 6 | 4.03% | 46.0 | 66.67% | +14.92% | +33.33% | +33.33% | 0.00% | 43:04 | 26:45 | 35:00 | 41:00 | 45:52 | 1:08:20 | 10:52 | 08:02 |
 | Boots of Travel 2 | 4 | 2.68% | 44.4 | 75.00% | +23.28% | +25.00% | +25.00% | 0.00% | 57:02 | 43:51 | 43:51 | 50:49 | 51:43 | 1:21:44 | 07:52 | 05:49 |
 | Bloodthorn | 4 | 2.68% | 42.9 | 75.00% | +23.28% | +25.00% | +25.00% | 0.00% | 46:24 | 35:06 | 35:06 | 36:09 | 45:57 | 1:08:25 | 10:51 | 08:02 |
 | Mage Slayer | 4 | 2.68% | 41.3 | 75.00% | +23.28% | +25.00% | +25.00% | 0.00% | 42:55 | 25:20 | 25:20 | 35:32 | 45:57 | 1:04:51 | 20:37 | 15:16 |
 | Ring of Basilius | 2 | 1.34% | 39.7 | 100.00% | +48.30% | 0.00% | 0.00% | 0.00% | 30:52 | 12:41 | 12:41 | 49:03 | 49:03 | 49:03 | 36:22 | 26:56 |
 | Wind Lace | 14 | 9.40% | 38.1 | 42.86% | -10.47% | -17.86% | -42.86% | -3.20% | 07:16 | -01:29 | 03:18 | 06:52 | 11:07 | 15:20 | 07:49 | 05:47 |
 | Shadow Blade | 4 | 2.68% | 36.5 | 50.00% | -2.41% | +50.00% | -50.00% | 0.00% | 40:22 | 26:06 | 26:06 | 39:44 | 44:10 | 51:27 | 18:04 | 13:22 |
 | Silver Edge | 4 | 2.68% | 34.9 | 50.00% | -2.41% | +50.00% | -50.00% | 0.00% | 42:32 | 30:46 | 30:46 | 39:45 | 46:29 | 53:06 | 15:43 | 11:38 |
 | Vanguard | 1 | 0.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.67% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:40 | 58:40 | 58:40 | 58:40 | 58:40 | 58:40 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.67% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 1:13:53 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.67% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 00:00 | 00:00 |
 | Arcane Boots | 10 | 6.71% | 27.0 | 30.00% | -23.96% | -30.00% | -30.00% | 0.00% | 22:22 | 08:08 | 11:31 | 27:31 | 28:46 | 33:13 | 17:15 | 12:46 |
 | Force Staff | 7 | 4.70% | 25.4 | 28.57% | -24.95% | -28.57% | +21.43% | 0.00% | 33:35 | 25:36 | 25:48 | 31:52 | 36:22 | 50:20 | 10:34 | 07:49 |
 | Moon Shard | 2 | 1.34% | 23.8 | 50.00% | -2.38% | +50.00% | 0.00% | 0.00% | 1:07:32 | 58:32 | 58:32 | 1:16:31 | 1:16:31 | 1:16:31 | 17:59 | 13:19 |
 | Monkey King Bar | 2 | 1.34% | 22.2 | 50.00% | -2.38% | +50.00% | 0.00% | 0.00% | 37:28 | 33:03 | 33:03 | 41:53 | 41:53 | 41:53 | 08:50 | 06:32 |
 | Dragon Lance | 2 | 1.34% | 20.6 | 50.00% | -2.38% | -50.00% | 0.00% | 0.00% | 39:14 | 24:19 | 24:19 | 54:08 | 54:08 | 54:08 | 29:49 | 22:05 |
 | Tranquil Boots | 2 | 1.34% | 19.0 | 50.00% | -2.38% | +50.00% | 0.00% | 0.00% | 25:13 | 13:16 | 13:16 | 37:09 | 37:09 | 37:09 | 23:53 | 17:41 |
 | Eye of Skadi | 2 | 1.34% | 17.5 | 50.00% | -2.38% | -50.00% | 0.00% | 0.00% | 46:56 | 46:47 | 46:47 | 47:05 | 47:05 | 47:05 | 00:18 | 00:13 |
 | Radiance | 2 | 1.34% | 15.9 | 50.00% | -2.38% | -50.00% | 0.00% | 0.00% | 17:28 | 15:31 | 15:31 | 19:24 | 19:24 | 19:24 | 03:53 | 02:52 |
 | Wraith Band | 2 | 1.34% | 14.3 | 50.00% | -2.38% | -50.00% | 0.00% | 0.00% | 20:44 | 01:30 | 01:30 | 39:58 | 39:58 | 39:58 | 38:28 | 28:29 |
 | Javelin | 2 | 1.34% | 12.7 | 50.00% | -2.38% | +50.00% | 0.00% | 0.00% | 36:56 | 32:13 | 32:13 | 41:38 | 41:38 | 41:38 | 09:25 | 06:58 |
 | Nullifier | 1 | 0.67% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:53 | 59:53 | 59:53 | 59:53 | 59:53 | 59:53 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.67% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 59:31 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.67% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.67% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |
 | Bottle | 1 | 0.67% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 02:04 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.67% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 00:00 | 00:00 |
 | Cornucopia | 2 | 1.34% | 1.6 | 0.00% | -53.06% | 0.00% | 0.00% | 0.00% | 43:12 | 40:51 | 40:51 | 45:32 | 45:32 | 45:32 | 04:41 | 03:28 |