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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 | |
 | Aghanim's Scepter | 19 | 25.68% | 100.0 | 73.68% | +35.50% | +26.32% | -13.68% | -8.39% | 30:15 | 21:22 | 27:38 | 29:06 | 32:24 | 40:06 | 04:46 | 03:31 |
 | Nullifier | 15 | 20.27% | 98.6 | 73.33% | +32.65% | +26.67% | -23.33% | -8.09% | 31:02 | 19:32 | 27:07 | 31:44 | 33:18 | 48:26 | 06:11 | 04:34 |
 | Mjollnir | 44 | 59.46% | 97.1 | 59.09% | +29.09% | +13.64% | -40.91% | -10.49% | 25:09 | 18:55 | 21:03 | 23:38 | 26:15 | 41:30 | 05:12 | 03:51 |
 | Magic Wand | 59 | 79.73% | 95.7 | 54.24% | +34.24% | +5.76% | -7.57% | -2.57% | 05:30 | -01:29 | 01:33 | 04:12 | 06:44 | 21:22 | 05:11 | 03:50 |
 | Yasha | 29 | 39.19% | 94.2 | 58.62% | +18.62% | +41.38% | -1.48% | -5.22% | 18:39 | 11:40 | 14:37 | 16:02 | 22:50 | 27:45 | 08:13 | 06:05 |
 | Aghanim's Shard | 41 | 55.41% | 92.8 | 53.66% | +14.27% | +6.34% | -3.66% | -1.60% | 27:27 | 21:07 | 23:22 | 26:22 | 29:37 | 43:11 | 06:15 | 04:37 |
 | Phase Boots | 69 | 93.24% | 91.3 | 49.28% | +29.28% | +3.66% | -19.87% | -17.01% | 06:01 | 03:30 | 05:08 | 05:44 | 06:31 | 12:15 | 01:23 | 01:01 |
 | Chainmail | 69 | 93.24% | 89.9 | 49.28% | +29.28% | +3.66% | -8.10% | -8.60% | 05:07 | 03:23 | 04:14 | 04:55 | 05:36 | 10:58 | 01:22 | 01:00 |
 | Magic Stick | 65 | 87.84% | 88.4 | 49.23% | +15.90% | +0.77% | -5.48% | -6.25% | -00:30 | -01:30 | -01:29 | -01:29 | -01:28 | 10:58 | 00:01 | 00:00 |
 | Helm of Iron Will | 18 | 24.32% | 87.0 | 61.11% | +18.25% | -1.11% | -36.11% | -5.50% | 28:49 | 15:44 | 24:51 | 28:13 | 31:13 | 48:12 | 06:22 | 04:42 |
 | Maelstrom | 69 | 93.24% | 85.5 | 47.83% | +7.83% | +28.64% | -24.30% | -27.86% | 12:15 | 08:20 | 10:57 | 11:48 | 12:51 | 34:34 | 01:54 | 01:24 |
 | Boots of Speed | 74 | 100.00% | 84.1 | 47.30% | +47.30% | -5.19% | -8.41% | -1.86% | 02:59 | 01:15 | 01:58 | 02:57 | 03:42 | 06:00 | 01:44 | 01:17 |
 | Javelin | 70 | 94.59% | 82.6 | 47.14% | -2.86% | +8.42% | -11.85% | -9.97% | 08:54 | 05:16 | 07:00 | 07:43 | 09:02 | 37:48 | 02:02 | 01:30 |
 | Abyssal Blade | 10 | 13.51% | 81.2 | 70.00% | +26.25% | -3.33% | -20.00% | -1.45% | 39:31 | 31:30 | 33:16 | 35:49 | 44:44 | 53:39 | 11:28 | 08:29 |
 | Black King Bar | 61 | 82.43% | 79.7 | 45.90% | -7.95% | +20.77% | -12.57% | -9.62% | 19:55 | 15:04 | 17:21 | 18:37 | 20:49 | 33:49 | 03:28 | 02:34 |
 | Manta Style | 15 | 20.27% | 78.3 | 60.00% | +15.93% | +15.00% | -35.00% | -12.30% | 21:16 | 15:42 | 18:10 | 19:55 | 22:14 | 31:05 | 04:04 | 03:00 |
 | Quelling Blade | 59 | 79.73% | 76.8 | 44.07% | -15.93% | +9.26% | -4.07% | 0.00% | -01:12 | -01:30 | -01:29 | -01:29 | -01:29 | 12:33 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 4.05% | 75.4 | 100.00% | +54.93% | 0.00% | 0.00% | 0.00% | 14:21 | 05:45 | 05:45 | 07:58 | 29:20 | 29:20 | 23:35 | 17:28 |
 | Rod of Atos | 3 | 4.05% | 73.9 | 100.00% | +54.93% | 0.00% | 0.00% | 0.00% | 27:02 | 13:31 | 13:31 | 28:23 | 39:13 | 39:13 | 25:42 | 19:02 |
 | Crown | 5 | 6.76% | 72.5 | 80.00% | +35.07% | +20.00% | +20.00% | 0.00% | 21:54 | 07:37 | 07:37 | 19:16 | 28:22 | 39:13 | 20:45 | 15:22 |
 | Skull Basher | 27 | 36.49% | 71.0 | 48.15% | +1.34% | -19.58% | -33.86% | -2.25% | 32:27 | 21:34 | 28:15 | 30:45 | 34:36 | 46:27 | 06:21 | 04:42 |
 | Sange and Yasha | 12 | 16.22% | 69.6 | 58.33% | +13.17% | +41.67% | +8.34% | -3.81% | 22:43 | 14:41 | 17:50 | 24:03 | 26:35 | 29:41 | 08:45 | 06:28 |
 | Ring of Health | 13 | 17.57% | 68.1 | 53.85% | +7.95% | -53.85% | +12.82% | 2.54% | 28:43 | 02:30 | 12:09 | 31:30 | 38:26 | 53:26 | 26:17 | 19:28 |
 | Vanguard | 11 | 14.86% | 66.7 | 54.55% | +8.52% | -21.22% | +12.12% | 1.82% | 31:18 | 06:37 | 20:04 | 32:15 | 38:26 | 53:26 | 18:22 | 13:36 |
 | Sange | 26 | 35.14% | 65.2 | 42.31% | -7.69% | +14.83% | -25.64% | -6.75% | 23:39 | 14:11 | 20:37 | 23:11 | 26:37 | 34:38 | 06:00 | 04:26 |
 | Wraith Band | 24 | 32.43% | 63.8 | 41.67% | -8.33% | -8.34% | +8.33% | 10.75% | 03:34 | 00:46 | 01:26 | 02:12 | 02:59 | 13:43 | 01:33 | 01:08 |
 | Blink Dagger | 12 | 16.22% | 62.3 | 50.00% | +3.23% | -16.67% | +16.67% | 3.81% | 35:41 | 24:52 | 29:55 | 34:15 | 38:40 | 51:03 | 08:45 | 06:28 |
 | Eye of Skadi | 4 | 5.41% | 60.9 | 75.00% | +29.29% | +25.00% | +25.00% | 0.00% | 36:26 | 29:26 | 29:26 | 35:12 | 38:10 | 42:56 | 08:44 | 06:28 |
 | Blight Stone | 4 | 5.41% | 59.4 | 75.00% | +29.29% | +25.00% | -75.00% | 0.00% | 09:39 | 05:45 | 05:45 | 07:37 | 07:58 | 17:14 | 02:13 | 01:38 |
 | Orb of Corrosion | 2 | 2.70% | 58.0 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 07:48 | 07:13 | 07:13 | 08:22 | 08:22 | 08:22 | 01:09 | 00:51 |
 | Orb of Venom | 2 | 2.70% | 56.5 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 04:25 | 03:26 | 03:26 | 05:24 | 05:24 | 05:24 | 01:58 | 01:27 |
 | Gleipnir | 2 | 2.70% | 55.1 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 34:43 | 29:48 | 29:48 | 39:37 | 39:37 | 39:37 | 09:49 | 07:16 |
 | Cornucopia | 10 | 13.51% | 53.6 | 50.00% | +3.12% | +16.67% | 0.00% | -4.05% | 38:57 | 24:09 | 35:25 | 35:54 | 39:32 | 1:05:55 | 04:07 | 03:02 |
 | Linken's Sphere | 11 | 14.86% | 52.2 | 45.45% | -2.17% | +54.55% | +21.22% | -8.06% | 39:13 | 24:09 | 35:29 | 36:28 | 39:37 | 1:06:06 | 04:08 | 03:03 |
 | Ring of Basilius | 5 | 6.76% | 50.7 | 60.00% | +13.62% | -60.00% | +40.00% | 14.85% | 14:40 | 05:11 | 05:11 | 11:07 | 11:55 | 39:32 | 06:44 | 04:59 |
 | Wind Lace | 12 | 16.22% | 49.3 | 41.67% | -6.72% | -8.34% | -8.34% | 0.00% | 13:29 | 04:15 | 10:52 | 12:02 | 15:44 | 19:16 | 04:52 | 03:36 |
 | Medallion of Courage | 3 | 4.05% | 47.8 | 66.67% | +20.19% | +33.33% | 0.00% | 0.00% | 14:04 | 08:42 | 08:42 | 16:15 | 17:14 | 17:14 | 08:32 | 06:19 |
 | Solar Crest | 3 | 4.05% | 46.4 | 66.67% | +20.19% | +33.33% | 0.00% | 0.00% | 19:05 | 17:52 | 17:52 | 18:12 | 21:11 | 21:11 | 03:19 | 02:27 |
 | Heaven's Halberd | 12 | 16.22% | 44.9 | 33.33% | -16.67% | 0.00% | 0.00% | 0.00% | 27:00 | 20:38 | 24:16 | 25:14 | 28:22 | 37:56 | 04:06 | 03:02 |
 | Swift Blink | 4 | 5.41% | 43.5 | 50.00% | +2.86% | +50.00% | -50.00% | 0.00% | 51:14 | 42:59 | 42:59 | 51:26 | 53:04 | 57:25 | 10:05 | 07:28 |
 | Butterfly | 4 | 5.41% | 42.0 | 50.00% | +2.86% | +50.00% | -50.00% | 0.00% | 39:06 | 33:18 | 33:18 | 36:14 | 41:16 | 45:34 | 07:58 | 05:54 |
 | Mage Slayer | 1 | 1.35% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 24:23 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.35% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.35% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.35% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 50:22 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.35% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.35% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Desolator | 1 | 1.35% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.35% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.35% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Radiance | 1 | 1.35% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 21:15 | 00:00 | 00:00 |
 | Buckler | 2 | 2.70% | 24.6 | 50.00% | +2.78% | -50.00% | 0.00% | 0.00% | 33:56 | 28:19 | 28:19 | 39:32 | 39:32 | 39:32 | 11:13 | 08:18 |
 | Pipe of Insight | 2 | 2.70% | 23.2 | 50.00% | +2.78% | -50.00% | 0.00% | 0.00% | 21:23 | 13:53 | 13:53 | 28:52 | 28:52 | 28:52 | 14:59 | 11:05 |
 | Headdress | 2 | 2.70% | 21.7 | 50.00% | +2.78% | -50.00% | 0.00% | 0.00% | 17:35 | 11:46 | 11:46 | 23:24 | 23:24 | 23:24 | 11:38 | 08:37 |
 | Scythe of Vyse | 2 | 2.70% | 20.3 | 50.00% | +2.78% | -50.00% | 0.00% | 0.00% | 47:30 | 43:42 | 43:42 | 51:18 | 51:18 | 51:18 | 07:36 | 05:37 |
 | Void Stone | 2 | 2.70% | 18.8 | 50.00% | +2.78% | -50.00% | 0.00% | 0.00% | 41:54 | 32:29 | 32:29 | 51:18 | 51:18 | 51:18 | 18:49 | 13:56 |
 | Ring of Protection | 3 | 4.05% | 17.4 | 33.33% | -14.56% | -33.33% | 0.00% | 0.00% | 26:36 | 12:33 | 12:33 | 27:42 | 39:32 | 39:32 | 26:59 | 19:59 |
 | Power Treads | 4 | 5.41% | 15.9 | 25.00% | -23.57% | -25.00% | +75.00% | 0.00% | 07:02 | 05:17 | 05:17 | 05:34 | 05:53 | 11:25 | 00:36 | 00:26 |
 | Assault Cuirass | 1 | 1.35% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.35% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.35% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.35% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.35% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.35% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:13 | 54:13 | 54:13 | 54:13 | 54:13 | 54:13 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 2.70% | 5.8 | 0.00% | -48.61% | 0.00% | 0.00% | 0.00% | 18:47 | 15:52 | 15:52 | 21:42 | 21:42 | 21:42 | 05:50 | 04:19 |
 | Lotus Orb | 1 | 1.35% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 34:21 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.35% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 12:48 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.35% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:56 | 09:56 | 09:56 | 09:56 | 09:56 | 09:56 | 00:00 | 00:00 |