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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 | |
 | Shiva's Guard | 15 | 10.27% | 100.0 | 80.00% | +34.96% | +20.00% | -30.00% | -9.26% | 33:38 | 25:44 | 29:26 | 33:10 | 34:50 | 48:26 | 05:24 | 04:00 |
 | Refresher Orb | 72 | 49.32% | 98.4 | 59.72% | +21.88% | +23.61% | +1.39% | -3.28% | 28:52 | 20:50 | 24:53 | 27:16 | 31:40 | 50:20 | 06:47 | 05:01 |
 | Ring of Health | 91 | 62.33% | 96.9 | 58.24% | +25.51% | +11.33% | +6.98% | -0.83% | 22:52 | 04:31 | 19:53 | 21:55 | 25:09 | 50:20 | 05:16 | 03:54 |
 | Void Stone | 94 | 64.38% | 95.3 | 57.45% | +24.76% | +9.22% | +3.42% | -0.79% | 23:03 | 10:59 | 18:44 | 21:30 | 26:02 | 50:20 | 07:18 | 05:24 |
 | Assault Cuirass | 31 | 21.23% | 93.8 | 64.52% | +20.17% | +22.98% | -14.52% | -4.40% | 34:22 | 22:12 | 29:44 | 33:21 | 38:15 | 46:40 | 08:31 | 06:18 |
 | Buckler | 35 | 23.97% | 92.2 | 62.86% | +18.72% | +14.92% | -18.42% | -3.60% | 32:29 | 20:04 | 28:17 | 30:56 | 37:32 | 46:08 | 09:15 | 06:51 |
 | Ring of Protection | 38 | 26.03% | 90.6 | 60.53% | +16.09% | -10.53% | -4.97% | 0.54% | 29:34 | 08:41 | 26:34 | 30:10 | 36:54 | 46:08 | 10:20 | 07:39 |
 | Blink Dagger | 23 | 15.75% | 89.1 | 65.22% | +19.69% | +34.78% | -31.89% | -6.69% | 34:49 | 17:33 | 28:04 | 32:15 | 38:02 | 1:02:43 | 09:58 | 07:22 |
 | Black King Bar | 142 | 97.26% | 87.5 | 50.00% | +50.00% | +25.00% | -30.00% | -21.43% | 17:33 | 13:35 | 16:04 | 17:17 | 18:38 | 25:17 | 02:34 | 01:54 |
 | Boots of Speed | 146 | 100.00% | 85.9 | 48.63% | +48.63% | -8.09% | -1.41% | 3.23% | 03:41 | -01:29 | 02:23 | 03:18 | 04:27 | 10:55 | 02:04 | 01:31 |
 | Magic Stick | 101 | 69.18% | 84.4 | 50.50% | +6.06% | -2.50% | -2.50% | 0.00% | 01:52 | -01:29 | -01:29 | 01:13 | 03:24 | 12:35 | 04:53 | 03:37 |
 | Power Treads | 135 | 92.47% | 82.8 | 48.89% | +3.44% | -1.83% | -4.77% | -1.49% | 08:15 | 04:42 | 06:48 | 07:40 | 08:46 | 38:46 | 01:58 | 01:27 |
 | Wraith Band | 90 | 61.64% | 81.3 | 51.11% | +6.47% | +5.41% | -23.84% | -20.17% | 03:08 | 00:00 | 01:56 | 02:28 | 03:23 | 17:00 | 01:27 | 01:04 |
 | Magic Wand | 128 | 87.67% | 79.7 | 48.44% | -1.56% | -7.81% | -7.81% | 0.00% | 04:39 | -01:29 | -01:26 | 04:56 | 07:57 | 18:21 | 09:23 | 06:57 |
 | Sange | 37 | 25.34% | 78.1 | 54.05% | +7.26% | +12.62% | -20.72% | -10.21% | 24:32 | 19:14 | 22:19 | 24:27 | 25:35 | 39:15 | 03:16 | 02:25 |
 | Sange and Yasha | 22 | 15.07% | 76.6 | 59.09% | +12.32% | +24.24% | -19.09% | -8.75% | 25:55 | 20:47 | 23:06 | 24:55 | 28:03 | 39:15 | 04:57 | 03:40 |
 | Wind Lace | 43 | 29.45% | 75.0 | 51.16% | +3.59% | -14.80% | -5.71% | 1.82% | 08:23 | -00:22 | 04:12 | 06:55 | 09:12 | 53:25 | 05:00 | 03:42 |
 | Yasha | 25 | 17.12% | 73.4 | 56.00% | +8.89% | +10.67% | -22.67% | -7.07% | 22:34 | 12:03 | 19:58 | 21:03 | 24:41 | 39:15 | 04:43 | 03:29 |
 | Linken's Sphere | 19 | 13.01% | 71.9 | 57.89% | +10.65% | +2.11% | -17.89% | -3.61% | 28:12 | 23:20 | 24:31 | 25:39 | 30:03 | 41:29 | 05:32 | 04:05 |
 | Morbid Mask | 24 | 16.44% | 70.3 | 54.17% | +6.63% | -20.84% | -4.17% | 1.45% | 33:55 | 07:57 | 28:05 | 35:17 | 39:36 | 47:59 | 11:31 | 08:31 |
 | Satanic | 15 | 10.27% | 68.8 | 60.00% | +12.67% | -10.00% | +15.00% | 4.62% | 38:01 | 26:45 | 35:42 | 39:54 | 41:07 | 48:09 | 05:25 | 04:00 |
 | Lotus Orb | 9 | 6.16% | 67.2 | 66.67% | +19.22% | -16.67% | -16.67% | 0.00% | 27:42 | 21:02 | 22:28 | 26:24 | 28:32 | 42:04 | 06:04 | 04:29 |
 | Chainmail | 3 | 2.05% | 65.6 | 100.00% | +52.45% | 0.00% | 0.00% | 0.00% | 06:26 | 04:53 | 04:53 | 06:45 | 07:39 | 07:39 | 02:46 | 02:02 |
 | Phase Boots | 3 | 2.05% | 64.1 | 100.00% | +52.45% | 0.00% | 0.00% | 0.00% | 07:48 | 06:47 | 06:47 | 07:39 | 08:58 | 08:58 | 02:11 | 01:37 |
 | Bottle | 14 | 9.59% | 62.5 | 57.14% | +9.41% | +17.86% | -23.81% | -34.73% | 02:11 | 00:33 | 01:21 | 01:34 | 02:33 | 04:59 | 01:12 | 00:53 |
 | Fluffy Hat | 46 | 31.51% | 60.9 | 41.30% | -10.70% | -7.97% | -4.94% | 1.05% | 08:46 | 01:06 | 06:14 | 07:48 | 09:07 | 29:45 | 02:53 | 02:08 |
 | Ring of Basilius | 26 | 17.81% | 59.4 | 46.15% | -3.02% | +10.99% | -12.82% | -6.11% | 06:48 | 01:39 | 03:54 | 05:24 | 07:48 | 21:50 | 03:54 | 02:53 |
 | Falcon Blade | 40 | 27.40% | 57.8 | 40.00% | -11.89% | 0.00% | -10.00% | -4.65% | 09:13 | 04:39 | 08:05 | 09:23 | 10:14 | 13:50 | 02:09 | 01:35 |
 | Aghanim's Shard | 28 | 19.18% | 56.3 | 42.86% | -7.14% | -14.29% | 0.00% | 1.75% | 27:51 | 16:12 | 22:56 | 27:32 | 31:06 | 56:20 | 08:10 | 06:02 |
 | Overwhelming Blink | 2 | 1.37% | 54.7 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 49:32 | 43:27 | 43:27 | 55:37 | 55:37 | 55:37 | 12:10 | 09:00 |
 | Skull Basher | 2 | 1.37% | 53.1 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 35:37 | 30:00 | 30:00 | 41:13 | 41:13 | 41:13 | 11:13 | 08:18 |
 | Hurricane Pike | 2 | 1.37% | 51.6 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 31:57 | 26:11 | 26:11 | 37:42 | 37:42 | 37:42 | 11:31 | 08:31 |
 | Dragon Lance | 2 | 1.37% | 50.0 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 31:12 | 24:59 | 24:59 | 37:25 | 37:25 | 37:25 | 12:26 | 09:12 |
 | Heaven's Halberd | 14 | 9.59% | 48.4 | 42.86% | -6.38% | +7.14% | +23.81% | 7.30% | 26:36 | 23:45 | 25:32 | 26:38 | 27:49 | 29:51 | 02:17 | 01:41 |
 | Quelling Blade | 28 | 19.18% | 46.9 | 32.14% | -20.40% | +10.72% | -17.85% | 0.00% | 00:31 | -01:29 | -01:29 | -01:29 | -01:29 | 28:47 | 00:00 | 00:00 |
 | Eye of Skadi | 3 | 2.05% | 45.3 | 66.67% | +18.42% | +33.33% | 0.00% | 0.00% | 33:01 | 23:20 | 23:20 | 34:31 | 41:11 | 41:11 | 17:51 | 13:13 |
 | Aghanim's Scepter | 4 | 2.74% | 43.8 | 50.00% | +1.41% | +50.00% | -50.00% | 0.00% | 47:42 | 30:37 | 30:37 | 42:10 | 52:34 | 1:05:26 | 21:57 | 16:15 |
 | Force Staff | 4 | 2.74% | 42.2 | 50.00% | +1.41% | +50.00% | -50.00% | 0.00% | 26:27 | 21:22 | 21:22 | 24:40 | 29:45 | 30:01 | 08:23 | 06:12 |
 | Soul Ring | 4 | 2.74% | 40.6 | 50.00% | +1.41% | -50.00% | +50.00% | 0.00% | 09:48 | 09:00 | 09:00 | 09:06 | 09:36 | 11:28 | 00:36 | 00:26 |
 | Kaya | 1 | 0.68% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.68% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Crown | 1 | 0.68% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.68% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Scythe of Vyse | 10 | 6.85% | 32.8 | 30.00% | -20.00% | +3.33% | -30.00% | -1.88% | 45:11 | 29:32 | 36:13 | 40:45 | 53:59 | 1:05:50 | 17:46 | 13:09 |
 | Mask of Madness | 2 | 1.37% | 31.3 | 50.00% | +1.39% | -50.00% | 0.00% | 0.00% | 11:55 | 11:00 | 11:00 | 12:49 | 12:49 | 12:49 | 01:49 | 01:20 |
 | Manta Style | 2 | 1.37% | 29.7 | 50.00% | +1.39% | +50.00% | 0.00% | 0.00% | 23:57 | 23:15 | 23:15 | 24:38 | 24:38 | 24:38 | 01:23 | 01:01 |
 | Aeon Disk | 2 | 1.37% | 28.1 | 50.00% | +1.39% | -50.00% | 0.00% | 0.00% | 37:56 | 36:53 | 36:53 | 38:58 | 38:58 | 38:58 | 02:05 | 01:32 |
 | Heart of Tarrasque | 2 | 1.37% | 26.6 | 50.00% | +1.39% | +50.00% | 0.00% | 0.00% | 44:48 | 32:13 | 32:13 | 57:22 | 57:22 | 57:22 | 25:09 | 18:37 |
 | Eul's Scepter of Divinity | 2 | 1.37% | 25.0 | 50.00% | +1.39% | +50.00% | 0.00% | 0.00% | 37:44 | 22:02 | 22:02 | 53:26 | 53:26 | 53:26 | 31:24 | 23:15 |
 | Butterfly | 2 | 1.37% | 23.4 | 50.00% | +1.39% | +50.00% | 0.00% | 0.00% | 37:27 | 35:04 | 35:04 | 39:50 | 39:50 | 39:50 | 04:46 | 03:31 |
 | Hand of Midas | 10 | 6.85% | 21.9 | 20.00% | -30.74% | +46.67% | -20.00% | -53.34% | 12:17 | 10:47 | 11:24 | 11:58 | 12:39 | 14:44 | 01:15 | 00:55 |
 | Maelstrom | 4 | 2.74% | 20.3 | 25.00% | -24.30% | -25.00% | -25.00% | 0.00% | 15:41 | 11:32 | 11:32 | 12:18 | 13:59 | 24:56 | 02:27 | 01:48 |
 | Javelin | 5 | 3.42% | 18.8 | 20.00% | -29.65% | +80.00% | -20.00% | -5.95% | 18:59 | 07:48 | 07:48 | 13:55 | 24:36 | 37:25 | 16:48 | 12:26 |
 | Nullifier | 1 | 0.68% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 55:09 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.68% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.68% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.68% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.68% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:27 | 18:27 | 18:27 | 18:27 | 18:27 | 18:27 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.68% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 28:26 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.68% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:26 | 1:05:26 | 1:05:26 | 1:05:26 | 1:05:26 | 1:05:26 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.68% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.68% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:51 | 54:51 | 54:51 | 54:51 | 54:51 | 54:51 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.68% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:26 | 53:26 | 53:26 | 53:26 | 53:26 | 53:26 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.68% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |