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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 | |
 | Assault Cuirass | 22 | 19.30% | 100.0 | 68.18% | +31.22% | +15.15% | +11.82% | -0.46% | 33:24 | 23:29 | 29:14 | 33:23 | 36:25 | 42:34 | 07:11 | 05:19 |
 | Buckler | 24 | 21.05% | 98.6 | 66.67% | +30.00% | +16.66% | +16.66% | 0.00% | 31:09 | 15:25 | 27:20 | 31:55 | 33:31 | 41:27 | 06:11 | 04:34 |
 | Ring of Protection | 25 | 21.93% | 97.3 | 64.00% | +26.92% | +2.67% | +19.33% | 2.10% | 30:40 | 15:24 | 25:35 | 31:54 | 33:31 | 41:27 | 07:56 | 05:52 |
 | Satanic | 34 | 29.82% | 95.9 | 58.82% | +22.57% | -3.26% | -21.32% | -3.19% | 33:49 | 20:31 | 29:29 | 31:45 | 35:09 | 60:27 | 05:40 | 04:11 |
 | Refresher Orb | 21 | 18.42% | 94.6 | 61.90% | +23.19% | +18.10% | -21.90% | -4.39% | 39:21 | 29:47 | 34:06 | 38:53 | 43:13 | 53:06 | 09:07 | 06:45 |
 | Daedalus | 4 | 3.51% | 93.2 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 39:08 | 30:42 | 30:42 | 36:20 | 40:10 | 49:18 | 09:28 | 07:00 |
 | Cornucopia | 26 | 22.81% | 91.9 | 57.69% | +19.05% | -0.55% | -7.69% | -0.63% | 30:55 | 04:48 | 26:05 | 30:09 | 37:28 | 52:31 | 11:23 | 08:25 |
 | Magic Wand | 108 | 94.74% | 90.5 | 44.44% | +27.77% | +7.41% | -18.51% | -5.12% | 04:52 | -01:29 | 02:06 | 04:45 | 07:10 | 21:24 | 05:04 | 03:45 |
 | Sange | 53 | 46.49% | 89.2 | 49.06% | +11.36% | -2.91% | -2.91% | 0.00% | 24:08 | 12:24 | 20:53 | 23:08 | 26:44 | 1:02:58 | 05:51 | 04:20 |
 | Shiva's Guard | 6 | 5.26% | 87.8 | 83.33% | +42.59% | -33.33% | +16.67% | 0.00% | 34:02 | 22:08 | 31:42 | 33:16 | 38:18 | 43:35 | 06:36 | 04:53 |
 | Power Treads | 110 | 96.49% | 86.5 | 43.64% | +18.64% | +2.79% | -10.31% | -7.94% | 07:49 | 03:52 | 06:49 | 07:29 | 08:28 | 24:11 | 01:39 | 01:13 |
 | Crystalys | 8 | 7.02% | 85.1 | 75.00% | +34.43% | +25.00% | -25.00% | -7.48% | 35:46 | 28:31 | 29:55 | 33:40 | 36:36 | 47:20 | 06:41 | 04:57 |
 | Morbid Mask | 42 | 36.84% | 83.8 | 50.00% | +11.11% | -13.64% | -10.00% | 0.27% | 26:50 | 07:19 | 19:40 | 29:33 | 33:09 | 57:57 | 13:29 | 09:59 |
 | Boots of Speed | 114 | 100.00% | 82.4 | 42.98% | +42.98% | +8.74% | -10.84% | -16.09% | 03:52 | 01:45 | 03:08 | 03:40 | 04:21 | 07:58 | 01:13 | 00:54 |
 | Black King Bar | 99 | 86.84% | 81.1 | 43.43% | +3.43% | +16.57% | -19.43% | -5.98% | 20:48 | 12:08 | 17:22 | 19:01 | 23:23 | 41:40 | 06:01 | 04:27 |
 | Magic Stick | 96 | 84.21% | 79.7 | 42.71% | -1.73% | +15.62% | -13.54% | -29.16% | 00:54 | -01:30 | -01:29 | -01:28 | 02:18 | 17:33 | 03:47 | 02:48 |
 | Falcon Blade | 45 | 39.47% | 78.4 | 46.67% | +6.09% | -1.22% | -10.31% | -3.03% | 09:09 | 04:07 | 07:29 | 09:43 | 10:29 | 13:54 | 03:00 | 02:13 |
 | Fluffy Hat | 48 | 42.11% | 77.0 | 45.83% | +4.92% | -4.16% | -12.50% | -2.65% | 08:32 | 03:32 | 06:31 | 08:38 | 09:40 | 17:37 | 03:09 | 02:20 |
 | Yasha | 81 | 71.05% | 75.7 | 41.98% | -3.47% | +13.02% | +3.02% | -1.19% | 17:48 | 09:27 | 13:06 | 17:18 | 21:29 | 31:05 | 08:23 | 06:12 |
 | Wraith Band | 82 | 71.93% | 74.3 | 41.46% | -5.42% | -12.89% | -6.46% | 4.65% | 03:29 | -01:29 | 01:53 | 02:27 | 03:16 | 18:02 | 01:23 | 01:01 |
 | Sange and Yasha | 33 | 28.95% | 73.0 | 48.48% | +7.74% | +14.02% | -10.98% | -4.14% | 23:25 | 14:36 | 20:39 | 24:14 | 26:41 | 33:05 | 06:02 | 04:28 |
 | Void Stone | 18 | 15.79% | 71.6 | 55.56% | +14.93% | -15.56% | +19.44% | 1.78% | 31:19 | 09:52 | 22:15 | 31:21 | 41:53 | 50:08 | 19:38 | 14:32 |
 | Linken's Sphere | 16 | 14.04% | 70.3 | 56.25% | +15.43% | +18.75% | +18.75% | 0.00% | 30:34 | 21:58 | 24:09 | 31:22 | 33:03 | 44:13 | 08:54 | 06:35 |
 | Butterfly | 16 | 14.04% | 68.9 | 56.25% | +15.43% | +43.75% | -6.25% | -4.39% | 31:18 | 24:24 | 25:46 | 30:13 | 37:09 | 38:06 | 11:23 | 08:25 |
 | Gleipnir | 3 | 2.63% | 67.6 | 100.00% | +58.56% | 0.00% | 0.00% | 0.00% | 24:51 | 18:22 | 18:22 | 26:31 | 29:40 | 29:40 | 11:18 | 08:22 |
 | Rod of Atos | 3 | 2.63% | 66.2 | 100.00% | +58.56% | 0.00% | 0.00% | 0.00% | 24:25 | 18:22 | 18:22 | 25:37 | 29:15 | 29:15 | 10:53 | 08:03 |
 | Heaven's Halberd | 24 | 21.05% | 64.9 | 50.00% | +8.89% | -16.67% | -16.67% | 0.00% | 28:21 | 16:25 | 23:11 | 27:08 | 29:24 | 1:03:16 | 06:13 | 04:36 |
 | Aghanim's Shard | 35 | 30.70% | 63.5 | 45.71% | +3.94% | +9.85% | -12.38% | -1.97% | 25:40 | 16:49 | 19:16 | 23:31 | 30:34 | 48:32 | 11:18 | 08:22 |
 | Manta Style | 45 | 39.47% | 62.2 | 42.22% | -1.26% | +21.42% | +12.33% | -1.17% | 21:40 | 14:01 | 18:17 | 20:24 | 26:03 | 32:03 | 07:46 | 05:45 |
 | Scythe of Vyse | 12 | 10.53% | 60.8 | 58.33% | +17.15% | +8.34% | +8.34% | 0.00% | 37:58 | 29:08 | 30:41 | 37:44 | 42:13 | 50:08 | 11:32 | 08:32 |
 | Blink Dagger | 13 | 11.40% | 59.5 | 53.85% | +12.27% | +12.82% | +12.82% | 0.00% | 32:08 | 20:07 | 20:50 | 32:30 | 35:18 | 57:15 | 14:28 | 10:42 |
 | Wind Lace | 46 | 40.35% | 58.1 | 36.96% | -10.10% | -3.63% | +17.59% | 3.43% | 08:27 | 01:47 | 04:22 | 07:20 | 10:33 | 28:39 | 06:11 | 04:34 |
 | Maelstrom | 10 | 8.77% | 56.8 | 50.00% | +7.69% | +16.67% | 0.00% | -10.00% | 13:25 | 10:49 | 12:09 | 12:58 | 13:49 | 20:13 | 01:40 | 01:14 |
 | Crown | 2 | 1.75% | 55.4 | 100.00% | +58.04% | 0.00% | 0.00% | 0.00% | 27:26 | 25:36 | 25:36 | 29:15 | 29:15 | 29:15 | 03:39 | 02:42 |
 | Bottle | 21 | 18.42% | 54.1 | 38.10% | -5.99% | +21.90% | -18.10% | -40.00% | 01:36 | 01:06 | 01:18 | 01:34 | 01:47 | 02:27 | 00:29 | 00:21 |
 | Mask of Madness | 11 | 9.65% | 52.7 | 45.45% | +2.73% | +54.55% | +21.22% | -6.92% | 13:33 | 08:47 | 10:47 | 11:35 | 15:36 | 21:22 | 04:49 | 03:34 |
 | Javelin | 13 | 11.40% | 51.4 | 38.46% | -5.10% | +28.21% | -38.46% | -5.79% | 18:25 | 07:16 | 08:42 | 11:06 | 20:13 | 48:30 | 11:31 | 08:31 |
 | Ring of Health | 6 | 5.26% | 50.0 | 50.00% | +7.41% | 0.00% | +50.00% | 0.00% | 16:20 | 03:09 | 04:57 | 14:57 | 22:15 | 34:32 | 17:18 | 12:48 |
 | Hand of Midas | 15 | 13.16% | 48.6 | 33.33% | -11.11% | -8.33% | -8.33% | 0.00% | 12:20 | 09:00 | 11:31 | 12:38 | 13:10 | 15:47 | 01:39 | 01:13 |
 | Eye of Skadi | 3 | 2.63% | 47.3 | 66.67% | +24.33% | +33.33% | 0.00% | 0.00% | 34:42 | 25:07 | 25:07 | 38:45 | 40:15 | 40:15 | 15:08 | 11:12 |
 | Aeon Disk | 3 | 2.63% | 45.9 | 66.67% | +24.33% | +33.33% | 0.00% | 0.00% | 54:28 | 51:44 | 51:44 | 53:17 | 58:23 | 58:23 | 06:39 | 04:55 |
 | Swift Blink | 3 | 2.63% | 44.6 | 66.67% | +24.33% | +33.33% | 0.00% | 0.00% | 48:15 | 31:24 | 31:24 | 55:51 | 57:30 | 57:30 | 26:06 | 19:20 |
 | Quelling Blade | 11 | 9.65% | 43.2 | 36.36% | -7.33% | -36.36% | -3.03% | 0.00% | -00:35 | -01:29 | -01:29 | -01:29 | -01:29 | 08:29 | 00:00 | 00:00 |
 | Chainmail | 8 | 7.02% | 41.9 | 37.50% | -5.90% | +12.50% | -37.50% | -41.10% | 11:38 | 08:30 | 09:05 | 09:41 | 10:18 | 20:02 | 01:13 | 00:54 |
 | Aghanim's Scepter | 4 | 3.51% | 40.5 | 50.00% | +7.27% | -50.00% | +50.00% | 0.00% | 1:01:06 | 37:08 | 37:08 | 1:06:53 | 1:08:49 | 1:11:33 | 31:41 | 23:28 |
 | Mjollnir | 4 | 3.51% | 39.2 | 50.00% | +7.27% | +50.00% | -50.00% | 0.00% | 28:20 | 22:57 | 22:57 | 22:58 | 24:42 | 42:44 | 01:45 | 01:17 |
 | Aghanim's Blessing | 1 | 0.88% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 1:08:49 | 00:00 | 00:00 |
 | Radiance | 1 | 0.88% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.88% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 00:00 | 00:00 |
 | Desolator | 1 | 0.88% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 44:08 | 00:00 | 00:00 |
 | Ring of Basilius | 5 | 4.39% | 32.4 | 40.00% | -3.12% | -40.00% | +60.00% | 0.00% | 06:33 | 02:04 | 02:04 | 07:26 | 08:51 | 10:06 | 06:47 | 05:01 |
 | Blade Mail | 6 | 5.26% | 31.1 | 33.33% | -10.19% | +66.67% | -33.33% | 0.00% | 12:57 | 09:50 | 11:54 | 11:59 | 14:24 | 16:50 | 02:30 | 01:51 |
 | Headdress | 2 | 1.75% | 29.7 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 15:28 | 06:58 | 06:58 | 23:57 | 23:57 | 23:57 | 16:59 | 12:34 |
 | Guardian Greaves | 2 | 1.75% | 28.4 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 23:59 | 15:51 | 15:51 | 32:06 | 32:06 | 32:06 | 16:15 | 12:02 |
 | Lotus Orb | 2 | 1.75% | 27.0 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 21:40 | 20:04 | 20:04 | 23:16 | 23:16 | 23:16 | 03:12 | 02:22 |
 | Moon Shard | 2 | 1.75% | 25.7 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 1:02:20 | 51:50 | 51:50 | 1:12:50 | 1:12:50 | 1:12:50 | 21:00 | 15:33 |
 | Heart of Tarrasque | 2 | 1.75% | 24.3 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 34:09 | 32:43 | 32:43 | 35:34 | 35:34 | 35:34 | 02:51 | 02:06 |
 | Mekansm | 2 | 1.75% | 23.0 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 18:12 | 12:14 | 12:14 | 24:09 | 24:09 | 24:09 | 11:55 | 08:49 |
 | Ghost Scepter | 3 | 2.63% | 21.6 | 33.33% | -9.91% | -33.33% | 0.00% | 0.00% | 29:55 | 27:17 | 27:17 | 30:20 | 32:07 | 32:07 | 04:50 | 03:34 |
 | Shadow Blade | 3 | 2.63% | 20.3 | 33.33% | -9.91% | +66.67% | 0.00% | 0.00% | 38:43 | 32:06 | 32:06 | 36:44 | 47:19 | 47:19 | 15:13 | 11:16 |
 | Silver Edge | 3 | 2.63% | 18.9 | 33.33% | -9.91% | +66.67% | 0.00% | 0.00% | 39:30 | 33:58 | 33:58 | 37:12 | 47:20 | 47:20 | 13:22 | 09:54 |
 | Arcane Boots | 4 | 3.51% | 17.6 | 25.00% | -18.64% | +75.00% | -25.00% | 0.00% | 10:50 | 06:32 | 06:32 | 09:07 | 12:23 | 15:19 | 05:51 | 04:20 |
 | Helm of Iron Will | 5 | 4.39% | 16.2 | 20.00% | -24.04% | +80.00% | -20.00% | 0.00% | 30:58 | 22:01 | 22:01 | 32:44 | 34:59 | 38:05 | 12:58 | 09:36 |
 | Nullifier | 5 | 4.39% | 14.9 | 20.00% | -24.04% | +80.00% | -20.00% | 0.00% | 31:44 | 25:00 | 25:00 | 32:44 | 35:10 | 38:33 | 10:10 | 07:31 |
 | Dragon Lance | 5 | 4.39% | 13.5 | 20.00% | -24.04% | -20.00% | -20.00% | 0.00% | 25:58 | 16:53 | 16:53 | 21:26 | 31:04 | 39:29 | 14:11 | 10:30 |
 | Hurricane Pike | 5 | 4.39% | 12.2 | 20.00% | -24.04% | -20.00% | -20.00% | 0.00% | 28:14 | 21:59 | 21:59 | 25:02 | 31:49 | 39:56 | 09:50 | 07:17 |
 | Force Staff | 6 | 5.26% | 10.8 | 16.67% | -27.77% | +33.33% | -16.67% | 0.00% | 29:00 | 19:40 | 21:59 | 24:34 | 36:23 | 42:58 | 14:24 | 10:40 |
 | Boots of Travel | 1 | 0.88% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 |
 | Monkey King Bar | 3 | 2.63% | 8.1 | 0.00% | -44.14% | 0.00% | 0.00% | 0.00% | 43:59 | 34:22 | 34:22 | 48:27 | 49:07 | 49:07 | 14:45 | 10:55 |
 | Eul's Scepter of Divinity | 1 | 0.88% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.88% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.88% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:04 | 55:04 | 55:04 | 55:04 | 55:04 | 55:04 | 00:00 | 00:00 |
 | Bracer | 1 | 0.88% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.88% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 06:43 | 00:00 | 00:00 |