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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 | |
 | Force Staff | 13 | 17.11% | 100.0 | 76.92% | +27.71% | +23.08% | -43.59% | -10.96% | 32:33 | 20:00 | 29:34 | 33:52 | 35:39 | 41:50 | 06:05 | 04:30 |
 | Blink Dagger | 67 | 88.16% | 97.6 | 56.72% | +23.39% | +2.10% | +7.99% | 0.90% | 21:07 | 11:57 | 17:54 | 21:36 | 24:25 | 32:45 | 06:31 | 04:49 |
 | Phase Boots | 29 | 38.16% | 95.1 | 62.07% | +13.13% | -33.50% | -4.93% | 5.70% | 10:58 | 06:30 | 08:05 | 11:37 | 13:06 | 15:49 | 05:01 | 03:42 |
 | Chainmail | 29 | 38.16% | 92.7 | 62.07% | +13.13% | -33.50% | +9.36% | 8.49% | 09:33 | 03:43 | 06:53 | 09:57 | 11:56 | 15:24 | 05:03 | 03:44 |
 | Boots of Speed | 76 | 100.00% | 90.2 | 53.95% | +53.95% | -6.58% | -11.84% | -1.11% | 04:13 | -01:29 | 01:38 | 04:34 | 06:22 | 13:38 | 04:44 | 03:30 |
 | Magic Stick | 76 | 100.00% | 87.8 | 53.95% | +53.95% | -1.32% | -6.58% | -1.25% | 02:39 | -01:29 | -01:29 | 02:16 | 05:41 | 10:30 | 07:10 | 05:18 |
 | Fluffy Hat | 31 | 40.79% | 85.4 | 61.29% | +12.40% | -11.29% | +13.71% | 2.41% | 16:21 | 02:17 | 10:17 | 13:10 | 20:39 | 41:16 | 10:22 | 07:40 |
 | Magic Wand | 64 | 84.21% | 82.9 | 54.69% | +4.69% | +7.81% | -4.69% | -2.57% | 10:20 | 00:45 | 06:27 | 09:12 | 11:19 | 32:55 | 04:52 | 03:36 |
 | Aeon Disk | 4 | 5.26% | 80.5 | 100.00% | +48.61% | 0.00% | 0.00% | 0.00% | 45:38 | 35:17 | 35:17 | 46:22 | 49:49 | 51:03 | 14:32 | 10:45 |
 | Ring of Health | 4 | 5.26% | 78.0 | 100.00% | +48.61% | 0.00% | 0.00% | 0.00% | 32:17 | 28:49 | 28:49 | 31:12 | 34:12 | 34:54 | 05:23 | 03:59 |
 | Lotus Orb | 4 | 5.26% | 75.6 | 100.00% | +48.61% | 0.00% | 0.00% | 0.00% | 32:50 | 28:49 | 28:49 | 32:45 | 34:12 | 35:33 | 05:23 | 03:59 |
 | Wind Lace | 51 | 67.11% | 73.2 | 50.98% | -9.02% | +18.25% | -4.83% | -3.18% | 07:46 | -01:30 | 02:08 | 05:37 | 09:24 | 36:31 | 07:16 | 05:22 |
 | Void Stone | 12 | 15.79% | 70.7 | 66.67% | +15.11% | 0.00% | -33.34% | -5.48% | 33:15 | 28:17 | 28:49 | 31:12 | 34:54 | 45:53 | 06:05 | 04:30 |
 | Tranquil Boots | 37 | 48.68% | 68.3 | 51.35% | -5.06% | -18.02% | -29.13% | -2.66% | 09:21 | 05:00 | 06:33 | 08:41 | 10:44 | 19:41 | 04:11 | 03:05 |
 | Black King Bar | 15 | 19.74% | 65.9 | 60.00% | +7.54% | -10.00% | +15.00% | 2.00% | 33:59 | 20:17 | 24:22 | 30:33 | 36:53 | 1:03:56 | 12:31 | 09:16 |
 | Orb of Venom | 14 | 18.42% | 63.4 | 50.00% | -4.84% | 0.00% | +50.00% | 50.00% | -01:17 | -01:29 | -01:29 | -01:29 | -01:28 | 00:23 | 00:01 | 00:00 |
 | Buckler | 4 | 5.26% | 61.0 | 75.00% | +22.22% | +25.00% | -75.00% | 0.00% | 32:32 | 30:56 | 30:56 | 31:19 | 32:48 | 35:03 | 01:52 | 01:22 |
 | Glimmer Cape | 2 | 2.63% | 58.5 | 100.00% | +47.30% | 0.00% | 0.00% | 0.00% | 29:12 | 26:56 | 26:56 | 31:28 | 31:28 | 31:28 | 04:32 | 03:21 |
 | Wraith Pact | 2 | 2.63% | 56.1 | 100.00% | +47.30% | 0.00% | 0.00% | 0.00% | 36:06 | 33:50 | 33:50 | 38:22 | 38:22 | 38:22 | 04:32 | 03:21 |
 | Vladmir's Offering | 2 | 2.63% | 53.7 | 100.00% | +47.30% | 0.00% | 0.00% | 0.00% | 34:39 | 30:56 | 30:56 | 38:22 | 38:22 | 38:22 | 07:26 | 05:30 |
 | Aghanim's Scepter | 10 | 13.16% | 51.2 | 50.00% | -4.55% | -16.67% | 0.00% | 2.01% | 34:42 | 23:26 | 32:14 | 33:44 | 40:32 | 43:33 | 08:18 | 06:08 |
 | Quelling Blade | 14 | 18.42% | 48.8 | 42.86% | -13.59% | +7.14% | -9.53% | -16.67% | 01:04 | -01:29 | -01:29 | -01:29 | -01:28 | 21:26 | 00:01 | 00:00 |
 | Ring of Protection | 5 | 6.58% | 46.3 | 60.00% | +6.48% | +40.00% | -60.00% | -3.52% | 24:53 | 02:55 | 02:55 | 30:56 | 31:19 | 35:03 | 28:24 | 21:02 |
 | Bracer | 5 | 6.58% | 43.9 | 60.00% | +6.48% | -60.00% | +40.00% | 17.75% | 05:35 | 01:31 | 01:31 | 03:12 | 07:09 | 13:20 | 05:38 | 04:10 |
 | Morbid Mask | 3 | 3.95% | 41.5 | 66.67% | +13.25% | -66.67% | 0.00% | 0.00% | 29:01 | 24:45 | 24:45 | 30:56 | 31:22 | 31:22 | 06:37 | 04:54 |
 | Ring of Basilius | 3 | 3.95% | 39.0 | 66.67% | +13.25% | -66.67% | 0.00% | 0.00% | 28:35 | 26:19 | 26:19 | 28:31 | 30:56 | 30:56 | 04:37 | 03:25 |
 | Falcon Blade | 8 | 10.53% | 36.6 | 37.50% | -18.38% | +62.50% | -37.50% | -48.00% | 10:10 | 06:12 | 08:49 | 10:37 | 10:54 | 12:40 | 02:05 | 01:32 |
 | Eul's Scepter of Divinity | 4 | 5.26% | 34.1 | 50.00% | -4.17% | -50.00% | -50.00% | 0.00% | 34:27 | 30:44 | 30:44 | 32:49 | 36:40 | 37:36 | 05:56 | 04:23 |
 | Scythe of Vyse | 1 | 1.32% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 45:53 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.32% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.32% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.32% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.32% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 03:43 | 00:00 | 00:00 |
 | Radiance | 1 | 1.32% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |
 | Assault Cuirass | 2 | 2.63% | 17.1 | 50.00% | -4.05% | +50.00% | 0.00% | 0.00% | 34:47 | 33:18 | 33:18 | 36:15 | 36:15 | 36:15 | 02:57 | 02:11 |
 | Sange | 2 | 2.63% | 14.6 | 50.00% | -4.05% | -50.00% | 0.00% | 0.00% | 32:19 | 30:14 | 30:14 | 34:23 | 34:23 | 34:23 | 04:09 | 03:04 |
 | Blight Stone | 4 | 5.26% | 12.2 | 25.00% | -30.56% | +75.00% | -25.00% | 0.00% | 25:00 | 19:17 | 19:17 | 22:06 | 25:32 | 33:04 | 06:15 | 04:37 |
 | Bottle | 6 | 7.89% | 9.8 | 16.67% | -40.47% | +33.33% | -16.67% | -13.04% | 08:44 | 01:18 | 01:28 | 01:48 | 05:18 | 37:46 | 03:50 | 02:50 |
 | Aghanim's Shard | 1 | 1.32% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.32% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Desolator | 2 | 2.63% | 2.4 | 0.00% | -55.41% | 0.00% | 0.00% | 0.00% | 27:53 | 22:24 | 22:24 | 33:22 | 33:22 | 33:22 | 10:58 | 08:07 |