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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 | 32 | 28.57% | 100.0 | 71.88% | +30.63% | +3.12% | -9.38% | -1.65% | 35:22 | 20:53 | 32:26 | 34:15 | 40:00 | 45:14 | 07:34 | 05:36 |
 | Kaya and Sange | 51 | 45.54% | 98.1 | 66.67% | +30.60% | +10.25% | +2.56% | -0.89% | 28:25 | 18:39 | 23:23 | 26:34 | 32:02 | 46:13 | 08:39 | 06:24 |
 | Sange | 53 | 47.32% | 96.2 | 66.04% | +30.45% | +3.19% | +3.19% | 0.00% | 27:12 | 17:33 | 21:38 | 25:47 | 31:29 | 46:13 | 09:51 | 07:17 |
 | Boots of Travel | 51 | 45.54% | 94.2 | 64.71% | +27.01% | +19.91% | -3.17% | -2.15% | 35:37 | 21:23 | 30:46 | 34:45 | 41:30 | 53:04 | 10:44 | 07:57 |
 | Kaya | 73 | 65.18% | 92.3 | 58.90% | +25.57% | -14.46% | +13.32% | 3.08% | 24:25 | 15:21 | 18:57 | 23:30 | 27:58 | 46:13 | 09:01 | 06:40 |
 | Overwhelming Blink | 15 | 13.39% | 90.4 | 73.33% | +26.94% | +26.67% | -23.33% | -8.72% | 44:17 | 34:31 | 39:29 | 43:09 | 45:13 | 1:02:03 | 05:44 | 04:14 |
 | Magic Wand | 104 | 92.86% | 88.5 | 50.96% | +13.46% | +2.89% | -12.50% | -3.21% | 08:09 | -01:30 | 04:48 | 06:56 | 09:36 | 25:27 | 04:48 | 03:33 |
 | Black King Bar | 80 | 71.43% | 86.5 | 52.50% | +8.75% | +12.50% | -7.50% | -3.96% | 24:56 | 17:46 | 21:26 | 23:51 | 26:29 | 46:16 | 05:03 | 03:44 |
 | Boots of Speed | 112 | 100.00% | 84.6 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:15 | -01:29 | 02:52 | 03:29 | 03:46 | 05:48 | 00:54 | 00:40 |
 | Arcane Boots | 112 | 100.00% | 82.7 | 50.00% | +50.00% | +7.14% | -7.14% | -12.24% | 06:18 | 03:21 | 05:47 | 06:17 | 06:57 | 08:55 | 01:10 | 00:51 |
 | Bloodstone | 107 | 95.54% | 80.8 | 49.53% | -10.47% | +9.73% | -12.49% | -9.59% | 14:46 | 11:44 | 13:18 | 14:27 | 15:37 | 34:56 | 02:19 | 01:42 |
 | Wind Lace | 41 | 36.61% | 78.8 | 56.10% | +9.62% | +13.90% | -6.10% | -2.23% | 12:05 | 03:23 | 06:58 | 09:10 | 15:57 | 40:31 | 08:59 | 06:39 |
 | Blink Dagger | 67 | 59.82% | 76.9 | 52.24% | +5.57% | +0.70% | -11.06% | -1.11% | 29:16 | 10:42 | 23:20 | 27:38 | 33:55 | 52:55 | 10:35 | 07:50 |
 | Magic Stick | 104 | 92.86% | 75.0 | 49.04% | -13.46% | +20.19% | -18.27% | -36.06% | 03:10 | -01:29 | 02:06 | 02:16 | 03:10 | 16:42 | 01:04 | 00:47 |
 | Void Stone | 36 | 32.14% | 73.1 | 55.56% | +8.19% | +22.22% | 0.00% | -3.02% | 37:02 | 20:00 | 33:12 | 36:44 | 40:33 | 57:24 | 07:21 | 05:26 |
 | Bottle | 105 | 93.75% | 71.2 | 47.62% | -38.09% | -13.00% | +10.07% | 23.07% | 01:30 | 00:01 | 01:12 | 01:20 | 01:33 | 06:39 | 00:21 | 00:15 |
 | Scythe of Vyse | 29 | 25.89% | 69.2 | 55.17% | +6.98% | +16.26% | -12.31% | -4.56% | 37:37 | 26:44 | 33:58 | 37:10 | 40:14 | 55:39 | 06:16 | 04:38 |
 | Ghost Scepter | 10 | 8.93% | 67.3 | 70.00% | +21.96% | -36.67% | +30.00% | 4.23% | 32:51 | 23:12 | 23:57 | 28:40 | 39:42 | 45:24 | 15:45 | 11:40 |
 | Null Talisman | 3 | 2.68% | 65.4 | 100.00% | +51.38% | 0.00% | 0.00% | 0.00% | 03:30 | 01:32 | 01:32 | 02:45 | 06:12 | 06:12 | 04:40 | 03:27 |
 | Mekansm | 5 | 4.46% | 63.5 | 80.00% | +31.40% | +20.00% | +20.00% | 0.00% | 10:57 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 |
 | Ring of Protection | 5 | 4.46% | 61.5 | 80.00% | +31.40% | +20.00% | +20.00% | 0.00% | 12:12 | 11:10 | 11:10 | 12:05 | 12:43 | 13:24 | 01:33 | 01:08 |
 | Buckler | 5 | 4.46% | 59.6 | 80.00% | +31.40% | +20.00% | +20.00% | 0.00% | 12:12 | 11:11 | 11:11 | 12:05 | 12:43 | 13:24 | 01:32 | 01:08 |
 | Headdress | 5 | 4.46% | 57.7 | 80.00% | +31.40% | +20.00% | +20.00% | 0.00% | 07:27 | 05:55 | 05:55 | 07:15 | 07:34 | 09:25 | 01:39 | 01:13 |
 | Chainmail | 5 | 4.46% | 55.8 | 80.00% | +31.40% | +20.00% | -80.00% | 0.00% | 09:25 | 07:54 | 07:54 | 09:29 | 10:24 | 10:34 | 02:30 | 01:51 |
 | Guardian Greaves | 5 | 4.46% | 53.8 | 80.00% | +31.40% | +20.00% | -80.00% | 0.00% | 14:46 | 12:54 | 12:54 | 14:33 | 16:13 | 16:20 | 03:19 | 02:27 |
 | Boots of Travel 2 | 12 | 10.71% | 51.9 | 58.33% | +9.33% | +41.67% | +8.34% | -1.81% | 53:31 | 35:11 | 42:34 | 51:12 | 60:59 | 1:12:38 | 18:25 | 13:38 |
 | Ring of Health | 12 | 10.71% | 50.0 | 58.33% | +9.33% | +8.34% | -25.00% | -1.12% | 37:16 | 16:32 | 19:04 | 34:08 | 48:50 | 1:06:59 | 29:46 | 22:02 |
 | Aghanim's Shard | 29 | 25.89% | 48.1 | 41.38% | -11.63% | -27.09% | -12.81% | 0.99% | 38:38 | 23:24 | 31:34 | 38:01 | 45:57 | 56:33 | 14:23 | 10:39 |
 | Quelling Blade | 10 | 8.93% | 46.2 | 50.00% | 0.00% | +16.67% | 0.00% | -0.85% | 07:22 | -01:29 | -01:29 | -01:25 | 21:06 | 26:52 | 22:35 | 16:43 |
 | Aeon Disk | 2 | 1.79% | 44.2 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 52:52 | 39:52 | 39:52 | 1:05:52 | 1:05:52 | 1:05:52 | 26:00 | 19:15 |
 | Cornucopia | 2 | 1.79% | 42.3 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 47:20 | 40:33 | 40:33 | 54:06 | 54:06 | 54:06 | 13:33 | 10:02 |
 | Refresher Orb | 5 | 4.46% | 40.4 | 60.00% | +10.47% | +40.00% | -60.00% | 0.00% | 53:06 | 34:21 | 34:21 | 54:06 | 57:25 | 1:07:00 | 23:04 | 17:05 |
 | Aghanim's Scepter | 6 | 5.36% | 38.5 | 50.00% | 0.00% | 0.00% | -50.00% | -3.05% | 41:21 | 32:16 | 33:10 | 34:26 | 49:34 | 58:47 | 16:24 | 12:08 |
 | Hood of Defiance | 3 | 2.68% | 36.5 | 66.67% | +17.13% | +33.33% | 0.00% | 0.00% | 17:51 | 16:52 | 16:52 | 17:17 | 19:23 | 19:23 | 02:31 | 01:51 |
 | Pipe of Insight | 3 | 2.68% | 34.6 | 66.67% | +17.13% | +33.33% | 0.00% | 0.00% | 22:23 | 19:58 | 19:58 | 21:28 | 25:42 | 25:42 | 05:44 | 04:14 |
 | Fluffy Hat | 3 | 2.68% | 32.7 | 66.67% | +17.13% | +33.33% | 0.00% | 0.00% | 12:37 | 06:21 | 06:21 | 06:33 | 24:58 | 24:58 | 18:37 | 13:47 |
 | Octarine Core | 4 | 3.57% | 30.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 49:59 | 42:59 | 42:59 | 43:58 | 48:52 | 1:04:06 | 05:53 | 04:21 |
 | Heart of Tarrasque | 1 | 0.89% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.89% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.89% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.89% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.89% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 25:41 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.89% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Desolator | 1 | 0.89% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 4.46% | 15.4 | 40.00% | -10.47% | +60.00% | -40.00% | 0.00% | 36:49 | 20:20 | 20:20 | 25:03 | 40:51 | 1:17:25 | 20:31 | 15:11 |
 | Aghanim's Blessing | 2 | 1.79% | 13.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 52:32 | 46:16 | 46:16 | 58:47 | 58:47 | 58:47 | 12:31 | 09:16 |
 | Linken's Sphere | 2 | 1.79% | 11.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 43:07 | 40:33 | 40:33 | 45:40 | 45:40 | 45:40 | 05:07 | 03:47 |
 | Aether Lens | 2 | 1.79% | 9.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 53:30 | 42:54 | 42:54 | 1:04:06 | 1:04:06 | 1:04:06 | 21:12 | 15:42 |
 | Ethereal Blade | 4 | 3.57% | 7.7 | 25.00% | -25.93% | -25.00% | +75.00% | 0.00% | 36:07 | 24:33 | 24:33 | 34:19 | 39:06 | 46:28 | 14:33 | 10:46 |
 | Wraith Band | 1 | 0.89% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 05:57 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.89% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.89% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 00:00 | 00:00 |