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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 | |
 | Quelling Blade | 19 | 42.22% | 100.0 | 78.95% | +25.10% | +1.05% | +1.05% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:28 | 00:03 | 00:01 | 00:00 |
 | Sange | 19 | 42.22% | 97.8 | 78.95% | +25.10% | +21.05% | +21.05% | 0.00% | 25:36 | 20:01 | 23:06 | 25:24 | 27:07 | 36:06 | 04:01 | 02:58 |
 | Magic Stick | 33 | 73.33% | 95.7 | 72.73% | +31.06% | -22.73% | +14.77% | 6.20% | 02:49 | -01:29 | -01:29 | -01:19 | 07:32 | 20:06 | 09:01 | 06:40 |
 | Guardian Greaves | 23 | 51.11% | 93.5 | 73.91% | +19.36% | +26.09% | -23.91% | -7.63% | 24:24 | 15:44 | 19:37 | 23:19 | 26:10 | 50:12 | 06:33 | 04:51 |
 | Vanguard | 43 | 95.56% | 91.3 | 67.44% | +67.44% | +5.29% | +5.29% | 0.00% | 06:45 | 04:09 | 05:14 | 06:07 | 07:08 | 16:40 | 01:54 | 01:24 |
 | Helm of Iron Will | 33 | 73.33% | 89.1 | 69.70% | +19.70% | -7.20% | +17.80% | 3.61% | 16:30 | 09:58 | 11:38 | 16:45 | 18:33 | 34:07 | 06:55 | 05:07 |
 | Crimson Guard | 33 | 73.33% | 87.0 | 69.70% | +19.70% | -7.20% | +30.30% | 5.06% | 18:33 | 12:07 | 14:01 | 17:43 | 21:26 | 34:55 | 07:25 | 05:29 |
 | Magic Wand | 35 | 77.78% | 84.8 | 68.57% | +18.57% | -24.13% | +20.32% | 7.75% | 07:10 | -01:29 | 03:53 | 08:38 | 09:37 | 20:41 | 05:44 | 04:14 |
 | Ring of Health | 45 | 100.00% | 82.6 | 64.44% | +64.44% | +17.38% | -0.80% | -18.18% | 03:04 | 01:11 | 02:24 | 02:42 | 03:15 | 16:22 | 00:51 | 00:37 |
 | Boots of Speed | 45 | 100.00% | 80.4 | 64.44% | +64.44% | -9.89% | -0.80% | 4.87% | 06:11 | 01:53 | 05:15 | 06:25 | 07:07 | 08:42 | 01:52 | 01:22 |
 | Heaven's Halberd | 16 | 35.56% | 78.3 | 75.00% | +16.38% | +25.00% | -25.00% | -9.32% | 28:20 | 22:23 | 25:00 | 27:33 | 30:22 | 39:35 | 05:22 | 03:58 |
 | Headdress | 42 | 93.33% | 76.1 | 64.29% | -2.38% | +26.62% | -14.29% | -8.58% | 14:16 | 08:26 | 11:53 | 13:27 | 16:39 | 32:05 | 04:46 | 03:31 |
 | Arcane Boots | 44 | 97.78% | 73.9 | 63.64% | -36.36% | 0.00% | 0.00% | 0.00% | 09:13 | 05:42 | 07:38 | 08:41 | 09:41 | 34:57 | 02:03 | 01:31 |
 | Buckler | 25 | 55.56% | 71.7 | 68.00% | +8.00% | +32.00% | -34.67% | -8.35% | 24:25 | 13:16 | 17:41 | 21:57 | 25:40 | 48:55 | 07:59 | 05:54 |
 | Mekansm | 27 | 60.00% | 69.6 | 66.67% | +5.56% | +19.04% | +4.76% | -2.17% | 17:42 | 11:21 | 12:58 | 17:50 | 19:32 | 30:35 | 06:34 | 04:51 |
 | Chainmail | 30 | 66.67% | 67.4 | 63.33% | -3.34% | +11.67% | -6.19% | -2.20% | 16:39 | 06:47 | 11:09 | 16:20 | 19:17 | 50:15 | 08:08 | 06:01 |
 | Ring of Protection | 36 | 80.00% | 65.2 | 61.11% | -16.67% | +16.67% | -5.55% | -3.71% | 12:47 | -01:29 | 08:19 | 09:48 | 14:18 | 48:55 | 05:59 | 04:25 |
 | Void Stone | 21 | 46.67% | 63.0 | 66.67% | +4.17% | +13.33% | -6.67% | -1.91% | 29:54 | 10:54 | 24:17 | 30:31 | 34:46 | 50:51 | 10:29 | 07:45 |
 | Pipe of Insight | 29 | 64.44% | 60.9 | 62.07% | -6.68% | +23.64% | -4.93% | -4.76% | 18:18 | 13:11 | 14:45 | 17:14 | 20:45 | 33:24 | 06:00 | 04:26 |
 | Lotus Orb | 17 | 37.78% | 58.7 | 64.71% | +0.42% | +10.29% | +10.29% | 0.00% | 32:53 | 19:41 | 25:56 | 33:34 | 36:56 | 50:55 | 11:00 | 08:08 |
 | Soul Ring | 25 | 55.56% | 56.5 | 56.00% | -19.00% | +10.67% | +10.67% | 0.00% | 10:56 | 05:11 | 09:10 | 10:17 | 12:14 | 19:23 | 03:04 | 02:16 |
 | Octarine Core | 3 | 6.67% | 54.3 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 34:20 | 28:53 | 28:53 | 33:29 | 40:38 | 40:38 | 11:45 | 08:42 |
 | Wind Lace | 8 | 17.78% | 52.2 | 62.50% | -2.36% | +37.50% | -12.50% | -5.09% | 13:21 | -01:28 | 07:25 | 10:34 | 17:14 | 26:30 | 09:49 | 07:16 |
 | Black King Bar | 4 | 8.89% | 50.0 | 75.00% | +11.59% | +25.00% | +25.00% | 0.00% | 41:37 | 30:20 | 30:20 | 41:33 | 43:12 | 51:21 | 12:52 | 09:31 |
 | Fluffy Hat | 2 | 4.44% | 47.8 | 100.00% | +37.21% | 0.00% | 0.00% | 0.00% | 28:37 | 13:36 | 13:36 | 43:38 | 43:38 | 43:38 | 30:02 | 22:14 |
 | Bracer | 2 | 4.44% | 45.7 | 100.00% | +37.21% | 0.00% | 0.00% | 0.00% | 01:54 | 01:32 | 01:32 | 02:15 | 02:15 | 02:15 | 00:43 | 00:31 |
 | Heart of Tarrasque | 2 | 4.44% | 43.5 | 100.00% | +37.21% | 0.00% | 0.00% | 0.00% | 40:06 | 28:58 | 28:58 | 51:14 | 51:14 | 51:14 | 22:16 | 16:29 |
 | Aghanim's Shard | 7 | 15.56% | 41.3 | 57.14% | -8.65% | +42.86% | -7.14% | -4.92% | 38:56 | 30:58 | 31:31 | 40:52 | 41:41 | 48:07 | 10:10 | 07:31 |
 | Shiva's Guard | 5 | 11.11% | 39.1 | 60.00% | -5.00% | +40.00% | -60.00% | 0.00% | 38:07 | 34:01 | 34:01 | 38:29 | 40:51 | 41:17 | 06:50 | 05:03 |
 | Scythe of Vyse | 3 | 6.67% | 37.0 | 66.67% | +2.38% | +33.33% | 0.00% | 0.00% | 34:26 | 33:47 | 33:47 | 34:46 | 34:46 | 34:46 | 00:59 | 00:43 |
 | Rod of Atos | 3 | 6.67% | 34.8 | 66.67% | +2.38% | +33.33% | 0.00% | 0.00% | 20:55 | 15:17 | 15:17 | 18:10 | 29:19 | 29:19 | 14:02 | 10:23 |
 | Crown | 4 | 8.89% | 32.6 | 50.00% | -15.85% | +50.00% | -50.00% | 0.00% | 18:14 | 10:07 | 10:07 | 14:44 | 23:24 | 24:42 | 13:17 | 09:50 |
 | Overwhelming Blink | 1 | 2.22% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.22% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.22% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Radiance | 1 | 2.22% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.22% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.22% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.22% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 13:35 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.22% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 00:00 | 00:00 |
 | Cornucopia | 1 | 2.22% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Phase Boots | 2 | 4.44% | 10.9 | 50.00% | -15.12% | +50.00% | 0.00% | 0.00% | 28:54 | 07:33 | 07:33 | 50:15 | 50:15 | 50:15 | 42:42 | 31:37 |
 | Boots of Travel | 3 | 6.67% | 8.7 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 45:24 | 35:53 | 35:53 | 47:22 | 52:57 | 52:57 | 17:04 | 12:38 |
 | Assault Cuirass | 1 | 2.22% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.22% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:44 | 53:44 | 53:44 | 53:44 | 53:44 | 53:44 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.22% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |