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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 | 8 | 1.68% | 100.0 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 37:50 | 31:32 | 36:20 | 36:59 | 39:58 | 42:36 | 03:38 | 02:41 |
 | Boots of Bearing | 62 | 13.03% | 98.6 | 66.13% | +18.55% | +8.87% | +0.54% | -0.87% | 30:02 | 14:36 | 24:41 | 29:47 | 34:13 | 58:45 | 09:32 | 07:03 |
 | Linken's Sphere | 22 | 4.62% | 97.3 | 77.27% | +28.59% | -10.60% | +22.73% | 2.67% | 37:51 | 23:45 | 32:43 | 38:40 | 45:12 | 53:46 | 12:29 | 09:14 |
 | Refresher Orb | 47 | 9.87% | 95.9 | 68.09% | +20.07% | -1.42% | -9.76% | -0.83% | 41:53 | 31:26 | 35:52 | 40:30 | 45:56 | 58:37 | 10:04 | 07:27 |
 | Witch Blade | 44 | 9.24% | 94.5 | 65.91% | +17.53% | +15.91% | -20.46% | -4.33% | 27:09 | 12:43 | 22:08 | 25:55 | 30:32 | 49:24 | 08:24 | 06:13 |
 | Eul's Scepter of Divinity | 25 | 5.25% | 93.2 | 72.00% | +23.22% | +28.00% | -22.00% | -4.27% | 28:03 | 15:39 | 20:45 | 27:26 | 32:28 | 55:44 | 11:43 | 08:40 |
 | Tranquil Boots | 150 | 31.51% | 91.8 | 56.67% | +9.74% | +1.22% | -8.02% | -1.70% | 11:58 | 03:54 | 07:25 | 09:13 | 12:52 | 53:58 | 05:27 | 04:02 |
 | Octarine Core | 191 | 40.13% | 90.4 | 55.50% | +9.18% | -13.83% | +0.75% | 0.84% | 26:18 | 10:38 | 15:57 | 28:09 | 33:14 | 1:02:17 | 17:17 | 12:48 |
 | Drum of Endurance | 100 | 21.01% | 89.0 | 58.00% | +10.13% | -2.00% | -2.00% | 0.00% | 17:21 | 09:02 | 12:08 | 14:04 | 19:51 | 60:08 | 07:43 | 05:42 |
 | Aghanim's Scepter | 29 | 6.09% | 87.7 | 68.97% | +20.20% | +31.03% | -26.11% | -6.37% | 38:06 | 25:46 | 33:13 | 35:58 | 42:11 | 56:00 | 08:58 | 06:38 |
 | Wind Lace | 411 | 86.34% | 86.3 | 51.58% | +11.58% | +2.79% | -4.98% | -1.59% | 07:46 | -01:29 | 04:46 | 06:36 | 09:40 | 53:58 | 04:54 | 03:37 |
 | Blink Dagger | 438 | 92.02% | 84.9 | 51.37% | +17.16% | +3.18% | -6.42% | -1.25% | 21:41 | 11:44 | 17:00 | 21:28 | 24:41 | 56:50 | 07:41 | 05:41 |
 | Aghanim's Shard | 44 | 9.24% | 83.6 | 63.64% | +15.03% | +36.36% | -27.28% | -5.04% | 31:28 | 15:01 | 24:00 | 28:38 | 36:38 | 1:05:37 | 12:38 | 09:21 |
 | Void Stone | 294 | 61.76% | 82.2 | 51.70% | +4.45% | -7.11% | -5.12% | 0.16% | 23:55 | 04:15 | 16:42 | 23:16 | 29:14 | 1:03:47 | 12:32 | 09:17 |
 | Magic Wand | 433 | 90.97% | 80.8 | 50.35% | +3.84% | -0.35% | +1.50% | 0.34% | 06:56 | -01:29 | 04:17 | 06:04 | 09:40 | 53:58 | 05:23 | 03:59 |
 | Boots of Speed | 475 | 99.79% | 79.5 | 49.89% | -50.11% | +6.41% | +2.21% | -1.73% | 04:15 | -01:29 | 03:04 | 03:48 | 05:30 | 10:27 | 02:26 | 01:48 |
 | Magic Stick | 410 | 86.13% | 78.1 | 50.24% | +1.76% | +0.25% | +1.72% | 0.34% | 04:17 | -01:29 | 01:59 | 03:41 | 06:22 | 20:21 | 04:23 | 03:14 |
 | Black King Bar | 304 | 63.87% | 76.7 | 50.66% | +1.82% | +11.18% | -5.92% | -2.19% | 22:21 | 13:16 | 17:33 | 19:12 | 25:21 | 1:02:45 | 07:48 | 05:46 |
 | Cornucopia | 38 | 7.98% | 75.3 | 63.16% | +14.30% | +6.84% | -18.72% | -3.51% | 36:22 | 08:37 | 32:43 | 36:36 | 40:00 | 58:37 | 07:17 | 05:23 |
 | Ring of Health | 144 | 30.25% | 74.0 | 52.78% | +3.98% | -8.34% | +13.89% | 0.78% | 19:50 | 01:00 | 04:54 | 16:37 | 33:25 | 57:16 | 28:31 | 21:07 |
 | Aether Lens | 164 | 34.45% | 72.6 | 51.83% | +2.79% | +4.27% | -0.61% | -0.61% | 28:40 | 13:28 | 23:41 | 27:26 | 31:43 | 1:03:47 | 08:02 | 05:57 |
 | Boots of Travel | 256 | 53.78% | 71.2 | 50.00% | 0.00% | +12.50% | -7.81% | -2.10% | 36:25 | 12:26 | 31:08 | 36:08 | 40:48 | 1:02:23 | 09:40 | 07:09 |
 | Force Staff | 232 | 48.74% | 69.9 | 50.00% | 0.00% | +13.79% | -10.34% | -2.43% | 28:27 | 16:34 | 22:45 | 26:59 | 32:40 | 55:56 | 09:55 | 07:20 |
 | Chainmail | 57 | 11.97% | 68.5 | 57.89% | +8.96% | -7.89% | -7.89% | 0.00% | 23:14 | 04:15 | 14:03 | 22:39 | 28:38 | 49:24 | 14:35 | 10:48 |
 | Fluffy Hat | 234 | 49.16% | 67.1 | 49.57% | -0.84% | +11.45% | -9.91% | -1.66% | 25:26 | 05:05 | 18:36 | 24:49 | 31:30 | 51:37 | 12:54 | 09:33 |
 | Boots of Travel 2 | 20 | 4.20% | 65.8 | 70.00% | +20.88% | +10.00% | -10.00% | -1.79% | 46:42 | 22:47 | 42:16 | 49:25 | 53:25 | 1:04:05 | 11:09 | 08:15 |
 | Null Talisman | 37 | 7.77% | 64.4 | 59.46% | +10.26% | +18.32% | -15.02% | -12.99% | 03:05 | -01:29 | 01:43 | 02:17 | 04:17 | 09:18 | 02:34 | 01:54 |
 | Bottle | 203 | 42.65% | 63.0 | 46.80% | -5.58% | +2.22% | -7.58% | -9.80% | 01:36 | 00:16 | 01:17 | 01:25 | 01:40 | 17:56 | 00:23 | 00:17 |
 | Lotus Orb | 17 | 3.57% | 61.6 | 64.71% | +15.25% | -14.71% | -14.71% | 0.00% | 26:26 | 11:28 | 20:10 | 24:36 | 31:31 | 48:00 | 11:21 | 08:24 |
 | Dragon Lance | 12 | 2.52% | 60.3 | 66.67% | +17.10% | +33.33% | 0.00% | 0.00% | 34:30 | 08:50 | 22:57 | 35:23 | 39:26 | 55:01 | 16:29 | 12:12 |
 | Quelling Blade | 19 | 3.99% | 58.9 | 57.89% | +8.22% | +2.11% | -17.89% | -5.53% | 03:38 | -01:29 | -01:29 | -01:29 | 05:06 | 21:01 | 06:35 | 04:52 |
 | Hurricane Pike | 10 | 2.10% | 57.5 | 70.00% | +20.43% | +30.00% | +30.00% | 0.00% | 39:14 | 26:52 | 34:18 | 38:45 | 41:25 | 56:16 | 07:07 | 05:16 |
 | Scythe of Vyse | 8 | 1.68% | 56.2 | 75.00% | +25.43% | +25.00% | -25.00% | 0.00% | 39:51 | 30:17 | 31:47 | 36:02 | 42:40 | 55:33 | 10:53 | 08:03 |
 | Arcane Boots | 98 | 20.59% | 54.8 | 40.82% | -11.56% | -4.82% | +17.51% | 7.28% | 09:17 | 03:52 | 07:22 | 08:53 | 10:26 | 26:46 | 03:04 | 02:16 |
 | Vanguard | 66 | 13.87% | 53.4 | 42.42% | -8.80% | +16.40% | +1.33% | -3.05% | 09:34 | 03:17 | 06:00 | 07:59 | 10:56 | 33:42 | 04:56 | 03:39 |
 | Bracer | 22 | 4.62% | 52.1 | 45.45% | -4.77% | -28.78% | +14.55% | 4.77% | 08:42 | 01:07 | 03:04 | 06:44 | 12:09 | 34:08 | 09:05 | 06:43 |
 | Ghost Scepter | 17 | 3.57% | 50.7 | 47.06% | -3.05% | -22.06% | -22.06% | 0.00% | 29:14 | 09:06 | 19:49 | 30:05 | 36:17 | 51:25 | 16:28 | 12:11 |
 | Crown | 11 | 2.31% | 49.3 | 54.55% | +4.66% | +45.45% | -21.22% | 0.00% | 16:00 | 11:39 | 12:44 | 14:04 | 16:21 | 23:59 | 03:37 | 02:40 |
 | Heaven's Halberd | 14 | 2.94% | 47.9 | 50.00% | 0.00% | 0.00% | -16.67% | 0.00% | 30:34 | 23:46 | 27:29 | 30:39 | 35:10 | 37:37 | 07:41 | 05:41 |
 | Sange | 15 | 3.15% | 46.6 | 46.67% | -3.44% | +3.33% | -46.67% | 0.00% | 29:48 | 21:32 | 26:56 | 30:05 | 33:07 | 34:59 | 06:11 | 04:34 |
 | Glimmer Cape | 16 | 3.36% | 45.2 | 43.75% | -6.47% | +6.25% | +31.25% | 3.01% | 24:54 | 15:19 | 19:03 | 23:37 | 27:21 | 40:13 | 08:18 | 06:08 |
 | Arcane Blink | 4 | 0.84% | 43.8 | 75.00% | +25.21% | -75.00% | +25.00% | 0.00% | 57:42 | 51:30 | 51:30 | 54:23 | 55:35 | 1:09:20 | 04:05 | 03:01 |
 | Moon Shard | 2 | 0.42% | 42.5 | 100.00% | +50.21% | 0.00% | 0.00% | 0.00% | 38:00 | 18:51 | 18:51 | 57:09 | 57:09 | 57:09 | 38:18 | 28:22 |
 | Wind Waker | 2 | 0.42% | 41.1 | 100.00% | +50.21% | 0.00% | 0.00% | 0.00% | 50:19 | 44:37 | 44:37 | 56:01 | 56:01 | 56:01 | 11:24 | 08:26 |
 | Ring of Protection | 16 | 3.36% | 39.7 | 37.50% | -12.93% | -37.50% | +12.50% | 10.99% | 13:48 | 04:23 | 09:12 | 12:39 | 13:45 | 31:19 | 04:33 | 03:22 |
 | Aeon Disk | 13 | 2.73% | 38.4 | 38.46% | -11.86% | -5.13% | +28.21% | 0.00% | 45:36 | 34:39 | 42:35 | 44:41 | 46:37 | 60:51 | 04:02 | 02:59 |
 | Blight Stone | 9 | 1.89% | 37.0 | 44.44% | -5.67% | +5.56% | +5.56% | 0.00% | 15:54 | 09:53 | 11:27 | 12:24 | 20:38 | 22:27 | 09:11 | 06:48 |
 | Solar Crest | 9 | 1.89% | 35.6 | 44.44% | -5.67% | +5.56% | +5.56% | 0.00% | 19:16 | 13:48 | 15:23 | 17:15 | 23:48 | 24:52 | 08:25 | 06:14 |
 | Medallion of Courage | 9 | 1.89% | 34.2 | 44.44% | -5.67% | +5.56% | +5.56% | 0.00% | 16:16 | 09:53 | 12:20 | 12:59 | 21:09 | 22:27 | 08:49 | 06:31 |
 | Pavise | 7 | 1.47% | 32.9 | 42.86% | -7.25% | -42.86% | +57.14% | 0.00% | 15:36 | 12:35 | 13:25 | 15:51 | 16:27 | 19:16 | 03:02 | 02:14 |
 | Pipe of Insight | 13 | 2.73% | 31.5 | 30.77% | -19.77% | -30.77% | +2.56% | 0.00% | 24:39 | 15:47 | 17:46 | 24:46 | 27:44 | 37:20 | 09:58 | 07:22 |
 | Wraith Band | 4 | 0.84% | 30.1 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 15:53 | 09:11 | 09:11 | 13:08 | 19:22 | 21:51 | 10:11 | 07:32 |
 | Rod of Atos | 1 | 0.21% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Desolator | 1 | 0.21% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Javelin | 1 | 0.21% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 21:28 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.21% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.21% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.21% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.21% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Headdress | 16 | 3.36% | 19.2 | 25.00% | -25.87% | 0.00% | -25.00% | -2.39% | 19:13 | 05:20 | 12:50 | 16:44 | 23:18 | 36:12 | 10:28 | 07:45 |
 | Aghanim's Blessing | 5 | 1.05% | 17.8 | 40.00% | -10.11% | +60.00% | -40.00% | 0.00% | 51:23 | 45:29 | 45:29 | 50:37 | 52:24 | 58:43 | 06:55 | 05:07 |
 | Buckler | 6 | 1.26% | 16.4 | 33.33% | -16.88% | +16.67% | +66.67% | 0.00% | 19:05 | 13:03 | 13:16 | 13:40 | 27:51 | 31:19 | 14:35 | 10:48 |
 | Overwhelming Blink | 8 | 1.68% | 15.1 | 25.00% | -25.43% | +25.00% | +25.00% | 0.00% | 55:08 | 46:41 | 49:19 | 51:59 | 57:45 | 1:05:43 | 08:26 | 06:14 |
 | Helm of Iron Will | 2 | 0.42% | 13.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 26:27 | 18:44 | 18:44 | 34:09 | 34:09 | 34:09 | 15:25 | 11:25 |
 | Hood of Defiance | 2 | 0.42% | 12.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 19:44 | 15:40 | 15:40 | 23:47 | 23:47 | 23:47 | 08:07 | 06:00 |
 | Spirit Vessel | 2 | 0.42% | 11.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 15:22 | 15:03 | 15:03 | 15:40 | 15:40 | 15:40 | 00:37 | 00:27 |
 | Shadow Blade | 3 | 0.63% | 9.6 | 33.33% | -16.78% | -33.33% | 0.00% | 0.00% | 47:24 | 44:49 | 44:49 | 45:11 | 52:13 | 52:13 | 07:24 | 05:28 |
 | Urn of Shadows | 3 | 0.63% | 8.2 | 33.33% | -16.78% | -33.33% | 0.00% | 0.00% | 08:25 | 05:20 | 05:20 | 09:20 | 10:36 | 10:36 | 05:16 | 03:54 |
 | Mekansm | 5 | 1.05% | 6.8 | 20.00% | -30.32% | -20.00% | -20.00% | 0.00% | 14:43 | 10:01 | 10:01 | 14:07 | 14:50 | 22:40 | 04:49 | 03:34 |
 | Guardian Greaves | 5 | 1.05% | 5.5 | 20.00% | -30.32% | -20.00% | -20.00% | 0.00% | 19:45 | 13:16 | 13:16 | 18:56 | 21:26 | 28:04 | 08:10 | 06:02 |
 | Manta Style | 1 | 0.21% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.21% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 00:00 | 00:00 |
 | Yasha | 1 | 0.21% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |