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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 | |
 | Eul's Scepter of Divinity | 6 | 7.14% | 100.0 | 100.00% | +55.13% | 0.00% | 0.00% | 0.00% | 21:54 | 11:42 | 20:25 | 22:11 | 24:32 | 29:40 | 04:07 | 03:02 |
 | Arcane Boots | 9 | 10.71% | 98.1 | 88.89% | +44.89% | +11.11% | +11.11% | 0.00% | 11:51 | 08:20 | 08:41 | 11:20 | 13:09 | 19:41 | 04:28 | 03:18 |
 | Aghanim's Scepter | 5 | 5.95% | 96.3 | 100.00% | +54.43% | 0.00% | 0.00% | 0.00% | 34:28 | 28:56 | 28:56 | 34:02 | 36:21 | 39:34 | 07:25 | 05:29 |
 | Aether Lens | 8 | 9.52% | 94.4 | 87.50% | +42.76% | +12.50% | -37.50% | -24.59% | 15:52 | 12:17 | 14:02 | 15:31 | 16:04 | 20:04 | 02:02 | 01:30 |
 | Ghost Scepter | 4 | 4.76% | 92.6 | 100.00% | +53.75% | 0.00% | 0.00% | 0.00% | 27:35 | 24:59 | 24:59 | 25:03 | 28:22 | 31:57 | 03:23 | 02:30 |
 | Boots of Speed | 84 | 100.00% | 90.7 | 48.81% | +48.81% | -15.48% | -5.95% | 5.61% | 05:33 | 02:41 | 04:45 | 05:23 | 06:27 | 09:25 | 01:42 | 01:15 |
 | Morbid Mask | 32 | 38.10% | 88.9 | 56.25% | +12.02% | -6.25% | +18.75% | 3.22% | 31:12 | 22:39 | 26:03 | 30:35 | 33:49 | 45:53 | 07:46 | 05:45 |
 | Void Stone | 30 | 35.71% | 87.0 | 56.67% | +12.23% | +30.83% | -28.10% | -3.40% | 28:05 | 09:18 | 18:56 | 25:58 | 36:17 | 54:43 | 17:21 | 12:51 |
 | Magic Stick | 48 | 57.14% | 85.2 | 52.08% | +7.64% | +14.59% | +6.25% | -1.88% | 05:15 | -01:29 | 02:15 | 04:20 | 06:41 | 19:43 | 04:26 | 03:17 |
 | Null Talisman | 78 | 92.86% | 83.3 | 47.44% | -19.23% | -2.44% | +5.19% | 7.63% | 03:45 | 01:42 | 03:04 | 03:33 | 04:03 | 11:24 | 00:59 | 00:43 |
 | Silver Edge | 38 | 45.24% | 81.5 | 52.63% | +6.98% | -2.63% | +2.93% | 1.20% | 28:26 | 17:11 | 25:04 | 26:58 | 29:41 | 59:06 | 04:37 | 03:25 |
 | Wind Lace | 16 | 19.05% | 79.6 | 62.50% | +16.91% | +37.50% | -12.50% | -5.65% | 11:37 | 04:35 | 06:40 | 09:05 | 15:31 | 20:37 | 08:51 | 06:33 |
 | Blink Dagger | 14 | 16.67% | 77.8 | 64.29% | +18.58% | -14.29% | -30.96% | -2.04% | 25:43 | 18:05 | 21:13 | 24:28 | 29:24 | 38:04 | 08:11 | 06:03 |
 | Shadow Blade | 46 | 54.76% | 75.9 | 50.00% | +2.63% | +8.33% | -13.64% | -4.48% | 22:50 | 12:57 | 20:14 | 22:39 | 25:08 | 44:19 | 04:54 | 03:37 |
 | Black King Bar | 74 | 88.10% | 74.1 | 45.95% | -24.05% | +1.42% | +4.05% | 0.86% | 17:24 | 12:55 | 15:37 | 16:50 | 18:40 | 38:41 | 03:03 | 02:15 |
 | Magic Wand | 42 | 50.00% | 72.2 | 50.00% | +2.38% | +13.64% | +10.00% | -0.85% | 07:34 | 02:44 | 04:51 | 06:35 | 09:09 | 23:57 | 04:18 | 03:11 |
 | Satanic | 28 | 33.33% | 70.4 | 53.57% | +7.14% | +17.86% | +3.57% | -1.87% | 33:22 | 23:48 | 29:29 | 33:15 | 37:07 | 46:55 | 07:38 | 05:39 |
 | Crystalys | 53 | 63.10% | 68.5 | 47.17% | -4.44% | -1.02% | -8.71% | -1.01% | 26:12 | 15:44 | 21:00 | 24:23 | 28:38 | 1:03:14 | 07:38 | 05:39 |
 | Bottle | 74 | 88.10% | 66.7 | 43.24% | -46.76% | +4.13% | -4.35% | -8.48% | 01:27 | 00:50 | 01:09 | 01:22 | 01:41 | 02:58 | 00:32 | 00:23 |
 | Aghanim's Shard | 3 | 3.57% | 64.8 | 100.00% | +53.09% | 0.00% | 0.00% | 0.00% | 33:39 | 27:37 | 27:37 | 35:14 | 38:05 | 38:05 | 10:28 | 07:45 |
 | Monkey King Bar | 14 | 16.67% | 63.0 | 57.14% | +10.00% | +17.86% | +9.53% | -1.47% | 31:03 | 23:19 | 28:47 | 31:06 | 34:28 | 36:45 | 05:41 | 04:12 |
 | Javelin | 14 | 16.67% | 61.1 | 57.14% | +10.00% | +17.86% | +9.53% | -1.27% | 29:58 | 18:20 | 27:23 | 30:22 | 33:58 | 35:44 | 06:35 | 04:52 |
 | Scythe of Vyse | 5 | 5.95% | 59.3 | 80.00% | +33.16% | +20.00% | -80.00% | 0.00% | 30:37 | 23:00 | 23:00 | 29:31 | 31:09 | 42:36 | 08:09 | 06:02 |
 | Eye of Skadi | 18 | 21.43% | 57.4 | 50.00% | +1.52% | +30.00% | +25.00% | -0.53% | 31:04 | 21:37 | 25:17 | 29:52 | 34:43 | 44:11 | 09:26 | 06:59 |
 | Force Staff | 9 | 10.71% | 55.6 | 55.56% | +7.56% | +44.44% | -55.56% | -4.54% | 33:49 | 16:53 | 21:01 | 32:24 | 43:03 | 55:35 | 22:02 | 16:19 |
 | Fluffy Hat | 9 | 10.71% | 53.7 | 55.56% | +7.56% | +44.44% | -55.56% | -3.23% | 31:40 | 10:14 | 12:05 | 32:24 | 43:03 | 55:35 | 30:58 | 22:56 |
 | Shiva's Guard | 4 | 4.76% | 51.9 | 75.00% | +27.50% | +25.00% | -75.00% | 0.00% | 35:36 | 29:17 | 29:17 | 33:52 | 37:41 | 41:32 | 08:24 | 06:13 |
 | Kaya | 4 | 4.76% | 50.0 | 75.00% | +27.50% | -75.00% | +25.00% | 0.00% | 30:27 | 18:36 | 18:36 | 29:39 | 32:02 | 41:31 | 13:26 | 09:57 |
 | Assault Cuirass | 4 | 4.76% | 48.1 | 75.00% | +27.50% | +25.00% | +25.00% | 0.00% | 38:20 | 33:05 | 33:05 | 33:55 | 42:37 | 43:42 | 09:32 | 07:03 |
 | Ethereal Blade | 2 | 2.38% | 46.3 | 100.00% | +52.44% | 0.00% | 0.00% | 0.00% | 38:49 | 32:50 | 32:50 | 44:47 | 44:47 | 44:47 | 11:57 | 08:51 |
 | Ring of Protection | 19 | 22.62% | 44.4 | 36.84% | -15.47% | -16.84% | +3.16% | 5.58% | 12:24 | 02:13 | 03:32 | 06:33 | 07:07 | 49:34 | 03:35 | 02:39 |
 | Buckler | 5 | 5.95% | 42.6 | 60.00% | +11.90% | +40.00% | -60.00% | 0.00% | 40:17 | 32:40 | 32:40 | 42:34 | 43:15 | 49:35 | 10:35 | 07:50 |
 | Ring of Health | 18 | 21.43% | 40.7 | 33.33% | -19.70% | -13.33% | +16.67% | 1.71% | 35:16 | 20:38 | 25:32 | 31:49 | 43:05 | 54:43 | 17:33 | 13:00 |
 | Daedalus | 15 | 17.86% | 38.9 | 33.33% | -18.84% | -33.33% | +16.67% | 6.98% | 30:17 | 22:03 | 24:08 | 28:24 | 31:18 | 1:03:28 | 07:10 | 05:18 |
 | Soul Ring | 15 | 17.86% | 37.0 | 33.33% | -18.84% | -8.33% | -8.33% | 0.00% | 05:55 | 03:51 | 04:35 | 06:32 | 06:52 | 08:00 | 02:17 | 01:41 |
 | Linken's Sphere | 15 | 17.86% | 35.2 | 33.33% | -18.84% | -8.33% | +16.67% | 2.14% | 35:50 | 22:01 | 27:06 | 32:36 | 38:46 | 54:50 | 11:40 | 08:38 |
 | Tranquil Boots | 3 | 3.57% | 33.3 | 66.67% | +18.52% | +33.33% | 0.00% | 0.00% | 19:55 | 17:29 | 17:29 | 20:58 | 21:19 | 21:19 | 03:50 | 02:50 |
 | Dragon Lance | 12 | 14.29% | 31.5 | 33.33% | -18.06% | 0.00% | 0.00% | 0.00% | 39:51 | 27:27 | 30:28 | 35:50 | 42:13 | 1:09:09 | 11:45 | 08:42 |
 | Aghanim's Blessing | 1 | 1.19% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.19% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 1:13:58 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.19% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.19% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 21:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.19% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 35:55 | 00:00 | 00:00 |
 | Hurricane Pike | 6 | 7.14% | 20.4 | 33.33% | -16.67% | +16.67% | +66.67% | 0.00% | 45:51 | 32:10 | 36:10 | 38:18 | 55:35 | 1:09:09 | 19:25 | 14:22 |
 | Aeon Disk | 2 | 2.38% | 18.5 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 43:52 | 34:36 | 34:36 | 53:08 | 53:08 | 53:08 | 18:32 | 13:43 |
 | Refresher Orb | 2 | 2.38% | 16.7 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 46:32 | 43:17 | 43:17 | 49:46 | 49:46 | 49:46 | 06:29 | 04:48 |
 | Quelling Blade | 3 | 3.57% | 14.8 | 33.33% | -16.05% | -33.33% | 0.00% | 0.00% | 10:13 | 02:47 | 02:47 | 10:13 | 17:40 | 17:40 | 14:53 | 11:01 |
 | Moon Shard | 1 | 1.19% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.19% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 |
 | Sange | 1 | 1.19% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.19% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 22:21 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.19% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.19% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.19% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |