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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 | |
 | Ring of Health | 94 | 24.54% | 100.0 | 67.02% | +18.23% | +20.48% | -14.85% | -2.44% | 31:33 | 13:11 | 24:08 | 29:17 | 38:38 | 57:37 | 14:30 | 10:44 |
 | Sange | 188 | 49.09% | 97.7 | 63.30% | +19.71% | +6.91% | -7.98% | -1.74% | 22:32 | 13:04 | 17:59 | 21:38 | 26:31 | 41:17 | 08:32 | 06:19 |
 | Kaya and Sange | 184 | 48.04% | 95.3 | 63.04% | +18.82% | +6.53% | -8.69% | -1.83% | 22:34 | 13:05 | 18:03 | 21:58 | 26:23 | 41:17 | 08:20 | 06:10 |
 | Refresher Orb | 21 | 5.48% | 93.0 | 80.95% | +29.29% | +19.05% | -20.95% | 0.00% | 44:09 | 32:52 | 38:59 | 42:54 | 47:34 | 55:04 | 08:35 | 06:21 |
 | Void Stone | 157 | 40.99% | 90.7 | 62.42% | +15.52% | +6.81% | -6.01% | -0.80% | 25:49 | 07:02 | 16:21 | 26:23 | 32:26 | 57:37 | 16:05 | 11:54 |
 | Kaya | 271 | 70.76% | 88.4 | 57.93% | +15.97% | -3.52% | -2.05% | 0.15% | 19:05 | 09:57 | 14:03 | 18:15 | 23:57 | 35:46 | 09:54 | 07:20 |
 | Linken's Sphere | 73 | 19.06% | 86.0 | 64.38% | +13.73% | +18.95% | -25.49% | -5.21% | 31:27 | 15:34 | 26:49 | 29:10 | 35:21 | 57:40 | 08:32 | 06:19 |
 | Null Talisman | 208 | 54.31% | 83.7 | 56.73% | +7.59% | +0.96% | -8.65% | -6.07% | 04:21 | 02:03 | 03:14 | 03:47 | 04:49 | 24:59 | 01:35 | 01:10 |
 | Power Treads | 348 | 90.86% | 81.4 | 54.60% | +14.60% | +6.32% | -6.32% | -4.96% | 09:27 | 04:50 | 07:42 | 09:02 | 10:15 | 32:02 | 02:33 | 01:53 |
 | Magic Wand | 278 | 72.58% | 79.1 | 55.04% | +6.47% | +0.67% | -1.42% | -0.48% | 06:53 | -01:29 | 04:32 | 06:29 | 08:51 | 24:02 | 04:19 | 03:11 |
 | Shiva's Guard | 30 | 7.83% | 76.7 | 70.00% | +18.16% | +17.50% | -12.86% | -3.29% | 37:01 | 25:22 | 31:40 | 35:58 | 40:53 | 1:01:01 | 09:13 | 06:49 |
 | Boots of Speed | 377 | 98.43% | 74.4 | 53.32% | +3.32% | -1.19% | -2.26% | -0.34% | 05:11 | 00:57 | 03:32 | 04:51 | 06:42 | 11:49 | 03:10 | 02:20 |
 | Bottle | 382 | 99.74% | 72.1 | 53.14% | -46.86% | +4.15% | -4.72% | -8.87% | 01:23 | 00:38 | 01:07 | 01:13 | 01:27 | 06:23 | 00:20 | 00:14 |
 | Magic Stick | 286 | 74.67% | 69.8 | 53.50% | +0.92% | +7.61% | +0.02% | -1.55% | 04:33 | -01:29 | 02:06 | 03:15 | 07:00 | 16:41 | 04:54 | 03:37 |
 | Black King Bar | 281 | 73.37% | 67.4 | 53.02% | -0.90% | +11.27% | -14.45% | -4.68% | 22:53 | 13:51 | 19:44 | 22:35 | 25:14 | 51:49 | 05:30 | 04:04 |
 | Aghanim's Scepter | 128 | 33.42% | 65.1 | 56.25% | +4.49% | +6.25% | -21.87% | -4.50% | 34:25 | 22:22 | 30:47 | 33:12 | 37:02 | 58:20 | 06:15 | 04:37 |
 | Witch Blade | 63 | 16.45% | 62.8 | 60.32% | +8.44% | -4.07% | +8.43% | 1.47% | 19:08 | 10:53 | 14:08 | 17:03 | 22:38 | 40:41 | 08:30 | 06:17 |
 | Chainmail | 63 | 16.45% | 60.5 | 60.32% | +8.44% | -10.32% | +8.43% | 1.99% | 18:13 | 08:27 | 12:40 | 16:17 | 22:05 | 40:41 | 09:25 | 06:58 |
 | Orchid Malevolence | 171 | 44.65% | 58.1 | 54.39% | +2.03% | +20.03% | -17.18% | -10.58% | 17:58 | 12:01 | 14:15 | 15:48 | 17:46 | 1:09:08 | 03:31 | 02:36 |
 | Scythe of Vyse | 16 | 4.18% | 55.8 | 75.00% | +22.68% | 0.00% | 0.00% | 0.00% | 39:14 | 30:17 | 33:01 | 38:12 | 41:36 | 1:04:17 | 08:35 | 06:21 |
 | Aghanim's Shard | 96 | 25.07% | 53.5 | 55.21% | +2.60% | +23.96% | -17.71% | -2.57% | 30:08 | 15:03 | 21:42 | 27:44 | 37:53 | 59:01 | 16:11 | 11:59 |
 | Soul Ring | 185 | 48.30% | 51.2 | 50.81% | -4.75% | -0.81% | -2.98% | -0.89% | 06:16 | 02:30 | 04:49 | 06:00 | 07:16 | 11:49 | 02:27 | 01:48 |
 | Ring of Protection | 185 | 48.30% | 48.8 | 50.81% | -4.75% | +1.36% | -0.81% | -0.70% | 05:29 | -01:29 | 03:48 | 05:20 | 06:53 | 11:35 | 03:05 | 02:17 |
 | Bloodstone | 22 | 5.74% | 46.5 | 68.18% | +15.83% | +15.15% | -8.18% | 0.00% | 33:26 | 24:46 | 29:08 | 31:36 | 39:37 | 46:09 | 10:29 | 07:45 |
 | Aghanim's Blessing | 23 | 6.01% | 44.2 | 56.52% | +3.46% | +10.15% | -23.19% | 0.00% | 42:17 | 31:13 | 35:15 | 39:31 | 44:58 | 1:04:33 | 09:43 | 07:11 |
 | Bloodthorn | 13 | 3.39% | 41.9 | 61.54% | +8.57% | +5.13% | -28.21% | 0.00% | 39:32 | 29:23 | 31:58 | 36:34 | 42:12 | 1:09:08 | 10:14 | 07:34 |
 | Mage Slayer | 6 | 1.57% | 39.5 | 66.67% | +13.62% | +33.33% | -66.67% | 0.00% | 39:28 | 25:32 | 27:07 | 31:20 | 48:46 | 1:07:58 | 21:39 | 16:02 |
 | Wind Lace | 10 | 2.61% | 37.2 | 50.00% | -3.35% | -16.67% | +50.00% | 0.00% | 25:35 | 12:24 | 13:51 | 17:23 | 30:12 | 56:23 | 16:21 | 12:06 |
 | Wind Waker | 2 | 0.52% | 34.9 | 100.00% | +46.98% | 0.00% | 0.00% | 0.00% | 48:52 | 38:04 | 38:04 | 59:39 | 59:39 | 59:39 | 21:35 | 15:59 |
 | Blink Dagger | 5 | 1.31% | 32.6 | 60.00% | +6.83% | +40.00% | -60.00% | 0.00% | 45:17 | 31:00 | 31:00 | 48:43 | 51:03 | 51:06 | 20:03 | 14:51 |
 | Eul's Scepter of Divinity | 9 | 2.35% | 30.2 | 44.44% | -9.04% | +5.56% | +55.56% | 0.00% | 24:47 | 15:28 | 18:01 | 19:52 | 24:27 | 56:36 | 06:26 | 04:45 |
 | Aeon Disk | 3 | 0.78% | 27.9 | 66.67% | +13.51% | +33.33% | 0.00% | 0.00% | 40:39 | 32:19 | 32:19 | 43:51 | 45:48 | 45:48 | 13:29 | 09:59 |
 | Arcane Boots | 7 | 1.83% | 25.6 | 42.86% | -10.60% | -42.86% | +7.14% | 0.00% | 11:24 | 06:01 | 07:45 | 08:37 | 08:46 | 30:29 | 01:01 | 00:45 |
 | Arcane Blink | 4 | 1.04% | 23.3 | 50.00% | -3.30% | -50.00% | -50.00% | 0.00% | 49:21 | 44:35 | 44:35 | 49:27 | 51:08 | 52:15 | 06:33 | 04:51 |
 | Tranquil Boots | 1 | 0.26% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:06 | 54:06 | 54:06 | 54:06 | 54:06 | 54:06 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.26% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:51 | 51:51 | 51:51 | 51:51 | 51:51 | 51:51 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.26% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.26% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.26% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Javelin | 1 | 0.26% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:51 | 51:51 | 51:51 | 51:51 | 51:51 | 51:51 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.26% | 7.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |
 | Headdress | 1 | 0.26% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.26% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 11:44 | 00:00 | 00:00 |