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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 | |
 | Bottle | 35 | 35.35% | 100.0 | 71.43% | +26.12% | -15.87% | -15.87% | 0.00% | 01:42 | 01:04 | 01:30 | 01:40 | 01:57 | 02:13 | 00:27 | 00:20 |
 | Blink Dagger | 26 | 26.26% | 98.2 | 73.08% | +25.13% | -30.22% | +10.25% | 4.88% | 29:54 | 16:00 | 24:15 | 30:46 | 32:33 | 49:07 | 08:18 | 06:08 |
 | Cornucopia | 46 | 46.46% | 96.4 | 67.39% | +23.99% | -9.06% | +14.43% | 1.41% | 28:35 | 12:52 | 20:52 | 27:43 | 37:34 | 48:19 | 16:42 | 12:22 |
 | Linken's Sphere | 46 | 46.46% | 94.5 | 67.39% | +23.99% | -0.72% | +14.43% | 1.06% | 30:08 | 17:19 | 23:40 | 29:19 | 37:54 | 48:33 | 14:14 | 10:32 |
 | Aghanim's Scepter | 35 | 35.35% | 92.7 | 68.57% | +21.69% | +9.21% | -1.90% | -1.53% | 34:17 | 17:00 | 29:39 | 33:23 | 36:54 | 54:13 | 07:15 | 05:22 |
 | Gleipnir | 58 | 58.59% | 90.9 | 63.79% | +22.33% | +9.54% | -6.65% | -2.40% | 24:17 | 16:53 | 19:48 | 22:32 | 26:32 | 47:39 | 06:44 | 04:59 |
 | Maelstrom | 76 | 76.77% | 89.1 | 60.53% | +25.75% | +13.15% | -2.64% | -2.10% | 17:09 | 10:24 | 12:16 | 16:07 | 19:47 | 47:35 | 07:31 | 05:34 |
 | Black King Bar | 42 | 42.42% | 87.3 | 64.29% | +16.92% | +8.44% | +15.71% | 0.78% | 29:16 | 17:39 | 23:13 | 28:01 | 32:34 | 60:53 | 09:21 | 06:55 |
 | Javelin | 79 | 79.80% | 85.5 | 59.49% | +24.49% | +10.51% | -4.49% | -1.73% | 14:19 | 05:00 | 08:56 | 12:53 | 17:36 | 47:35 | 08:40 | 06:25 |
 | Magic Stick | 85 | 85.86% | 83.6 | 57.65% | +21.94% | +4.25% | -10.03% | -3.27% | 03:36 | -01:29 | 01:11 | 03:32 | 05:33 | 12:23 | 04:22 | 03:14 |
 | Power Treads | 84 | 84.85% | 81.8 | 57.14% | +17.14% | +9.53% | 0.00% | -5.11% | 08:03 | 05:22 | 06:57 | 07:40 | 08:49 | 14:50 | 01:52 | 01:22 |
 | Rod of Atos | 71 | 71.72% | 80.0 | 57.75% | +11.32% | +3.36% | -7.75% | -1.61% | 17:58 | 11:10 | 13:39 | 16:22 | 20:32 | 41:13 | 06:53 | 05:05 |
 | Manta Style | 15 | 15.15% | 78.2 | 73.33% | +22.14% | -23.33% | +26.67% | 5.62% | 27:42 | 19:01 | 21:23 | 28:18 | 30:17 | 45:54 | 08:54 | 06:35 |
 | Boots of Speed | 99 | 100.00% | 76.4 | 54.55% | +54.55% | +1.45% | -2.55% | -1.90% | 06:14 | 03:13 | 04:53 | 06:08 | 06:59 | 13:32 | 02:06 | 01:33 |
 | Crown | 77 | 77.78% | 74.5 | 55.84% | +5.84% | +2.05% | -8.47% | -1.26% | 13:13 | 02:22 | 08:26 | 11:09 | 16:46 | 41:13 | 08:20 | 06:10 |
 | Yasha | 17 | 17.17% | 72.7 | 70.59% | +19.37% | -20.59% | +4.41% | 2.04% | 24:00 | 14:52 | 16:31 | 23:36 | 28:46 | 41:41 | 12:15 | 09:04 |
 | Magic Wand | 96 | 96.97% | 70.9 | 54.17% | -12.50% | -16.67% | +8.33% | 6.79% | 04:56 | -01:29 | 03:12 | 04:42 | 06:53 | 14:37 | 03:41 | 02:43 |
 | Daedalus | 7 | 7.07% | 69.1 | 85.71% | +33.54% | +14.29% | +14.29% | 0.00% | 46:29 | 37:53 | 40:39 | 45:31 | 50:57 | 54:09 | 10:18 | 07:37 |
 | Bracer | 89 | 89.90% | 67.3 | 51.69% | -28.31% | +7.40% | -1.69% | -4.96% | 03:40 | -01:29 | 02:10 | 03:14 | 04:00 | 32:48 | 01:50 | 01:21 |
 | Helm of Iron Will | 9 | 9.09% | 65.5 | 77.78% | +25.56% | +22.22% | -27.78% | -2.46% | 39:48 | 25:27 | 27:37 | 38:49 | 47:56 | 53:38 | 20:19 | 15:02 |
 | Void Stone | 4 | 4.04% | 63.6 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 25:50 | 13:30 | 13:30 | 25:09 | 29:48 | 34:54 | 16:18 | 12:04 |
 | Crystalys | 17 | 17.17% | 61.8 | 58.82% | +5.16% | +16.18% | +16.18% | 0.00% | 42:01 | 24:19 | 35:30 | 44:18 | 46:28 | 53:48 | 10:58 | 08:07 |
 | Nullifier | 9 | 9.09% | 60.0 | 66.67% | +13.34% | +33.33% | -16.67% | -2.82% | 38:12 | 27:17 | 29:26 | 36:13 | 47:10 | 48:25 | 17:44 | 13:08 |
 | Ring of Health | 3 | 3.03% | 58.2 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 30:29 | 25:09 | 25:09 | 31:24 | 34:54 | 34:54 | 09:45 | 07:13 |
 | Fluffy Hat | 5 | 5.05% | 56.4 | 80.00% | +26.81% | +20.00% | +20.00% | 0.00% | 26:03 | 15:24 | 15:24 | 26:42 | 29:39 | 41:43 | 14:15 | 10:33 |
 | Diffusal Blade | 8 | 8.08% | 54.5 | 62.50% | +8.65% | +37.50% | +37.50% | 0.00% | 16:54 | 11:34 | 12:04 | 12:58 | 15:36 | 40:25 | 03:32 | 02:37 |
 | Wraith Band | 12 | 12.12% | 52.7 | 50.00% | -5.17% | +16.67% | +16.67% | 0.00% | 03:39 | 01:42 | 02:11 | 03:18 | 04:00 | 08:44 | 01:49 | 01:20 |
 | Boots of Travel | 4 | 4.04% | 50.9 | 75.00% | +21.32% | +25.00% | +25.00% | 0.00% | 43:16 | 36:06 | 36:06 | 41:31 | 43:23 | 52:04 | 07:17 | 05:23 |
 | Force Staff | 4 | 4.04% | 49.1 | 75.00% | +21.32% | +25.00% | +25.00% | 0.00% | 33:35 | 26:43 | 26:43 | 29:39 | 36:14 | 41:44 | 09:31 | 07:02 |
 | Aghanim's Blessing | 4 | 4.04% | 47.3 | 75.00% | +21.32% | +25.00% | +25.00% | 0.00% | 55:46 | 49:42 | 49:42 | 55:31 | 56:40 | 1:01:11 | 06:58 | 05:09 |
 | Hurricane Pike | 2 | 2.02% | 45.5 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 34:32 | 27:15 | 27:15 | 41:49 | 41:49 | 41:49 | 14:34 | 10:47 |
 | Octarine Core | 2 | 2.02% | 43.6 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 34:26 | 33:56 | 33:56 | 34:55 | 34:55 | 34:55 | 00:59 | 00:43 |
 | Guardian Greaves | 2 | 2.02% | 41.8 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 25:57 | 21:39 | 21:39 | 30:15 | 30:15 | 30:15 | 08:36 | 06:22 |
 | Buckler | 2 | 2.02% | 40.0 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 20:08 | 16:25 | 16:25 | 23:50 | 23:50 | 23:50 | 07:25 | 05:29 |
 | Mekansm | 2 | 2.02% | 38.2 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 18:32 | 15:46 | 15:46 | 21:17 | 21:17 | 21:17 | 05:31 | 04:05 |
 | Arcane Boots | 2 | 2.02% | 36.4 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 15:37 | 08:55 | 08:55 | 22:18 | 22:18 | 22:18 | 13:23 | 09:54 |
 | Headdress | 2 | 2.02% | 34.5 | 100.00% | +46.39% | 0.00% | 0.00% | 0.00% | 14:52 | 12:14 | 12:14 | 17:30 | 17:30 | 17:30 | 05:16 | 03:54 |
 | Chainmail | 5 | 5.05% | 32.7 | 60.00% | +5.74% | +40.00% | +40.00% | 0.00% | 14:01 | 11:20 | 11:20 | 12:54 | 15:35 | 17:39 | 04:15 | 03:08 |
 | Wind Lace | 5 | 5.05% | 30.9 | 60.00% | +5.74% | +40.00% | +40.00% | 0.00% | 15:32 | 11:22 | 11:22 | 12:36 | 15:22 | 25:46 | 04:00 | 02:57 |
 | Ring of Protection | 3 | 3.03% | 29.1 | 66.67% | +12.50% | -66.67% | 0.00% | 0.00% | 16:54 | 10:38 | 10:38 | 16:14 | 23:50 | 23:50 | 13:12 | 09:46 |
 | Aghanim's Shard | 3 | 3.03% | 27.3 | 66.67% | +12.50% | -66.67% | 0.00% | 0.00% | 34:31 | 21:02 | 21:02 | 29:23 | 53:08 | 53:08 | 32:06 | 23:46 |
 | Monkey King Bar | 7 | 7.07% | 25.5 | 42.86% | -12.57% | +7.14% | +7.14% | 0.00% | 41:13 | 31:29 | 37:20 | 37:40 | 43:38 | 56:45 | 06:18 | 04:40 |
 | Medallion of Courage | 4 | 4.04% | 23.6 | 50.00% | -4.74% | +50.00% | +50.00% | 0.00% | 16:04 | 11:20 | 11:20 | 13:14 | 16:11 | 23:32 | 04:51 | 03:35 |
 | Solar Crest | 4 | 4.04% | 21.8 | 50.00% | -4.74% | +50.00% | +50.00% | 0.00% | 21:10 | 15:44 | 15:44 | 20:18 | 21:49 | 26:48 | 06:05 | 04:30 |
 | Dragon Lance | 4 | 4.04% | 20.0 | 50.00% | -4.74% | +50.00% | -50.00% | 0.00% | 35:07 | 23:07 | 23:07 | 33:53 | 38:18 | 45:09 | 15:11 | 11:14 |
 | Blight Stone | 4 | 4.04% | 18.2 | 50.00% | -4.74% | +50.00% | +50.00% | 0.00% | 12:52 | -01:29 | -01:29 | 13:14 | 16:11 | 23:32 | 17:40 | 13:05 |
 | Disperser | 1 | 1.01% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.01% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.01% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 48:57 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.01% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.01% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 1.01% | 7.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.01% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.01% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.01% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:20 | 55:20 | 55:20 | 55:20 | 55:20 | 55:20 | 00:00 | 00:00 |