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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 | |
 | Octarine Core | 45 | 16.92% | 100.0 | 77.78% | +33.89% | +13.13% | -23.23% | -4.97% | 37:40 | 26:33 | 34:08 | 35:29 | 41:27 | 1:03:12 | 07:19 | 05:25 |
 | Ring of Health | 47 | 17.67% | 98.6 | 72.34% | +27.59% | -5.67% | -5.67% | 0.00% | 33:08 | 17:31 | 27:56 | 33:05 | 37:48 | 55:09 | 09:52 | 07:18 |
 | Void Stone | 100 | 37.59% | 97.2 | 66.00% | +26.24% | -10.00% | -18.00% | -0.64% | 32:15 | 09:47 | 25:33 | 33:47 | 38:05 | 1:02:46 | 12:32 | 09:17 |
 | Linken's Sphere | 73 | 27.44% | 95.8 | 64.38% | +20.34% | -3.27% | -3.27% | 0.00% | 33:09 | 21:11 | 28:39 | 31:15 | 38:08 | 53:37 | 09:29 | 07:01 |
 | Scythe of Vyse | 39 | 14.66% | 94.4 | 69.23% | +22.97% | +10.77% | +10.77% | 0.00% | 43:46 | 29:41 | 37:04 | 43:05 | 48:41 | 1:14:15 | 11:37 | 08:36 |
 | Aghanim's Shard | 87 | 32.71% | 93.0 | 60.92% | +16.79% | +2.72% | +11.81% | 0.55% | 33:04 | 17:36 | 25:10 | 31:32 | 41:44 | 52:57 | 16:34 | 12:16 |
 | Cornucopia | 76 | 28.57% | 91.5 | 60.53% | +15.27% | -7.90% | -7.90% | 0.00% | 29:42 | 10:23 | 18:22 | 29:22 | 37:17 | 1:03:53 | 18:55 | 14:00 |
 | Shiva's Guard | 65 | 24.44% | 90.1 | 61.54% | +15.77% | +13.46% | -24.04% | -5.80% | 35:28 | 21:21 | 31:45 | 34:55 | 38:13 | 50:00 | 06:28 | 04:47 |
 | Aghanim's Scepter | 133 | 50.00% | 88.7 | 56.39% | +13.53% | +7.25% | -7.91% | -2.57% | 25:27 | 14:41 | 21:45 | 24:27 | 27:39 | 1:01:59 | 05:54 | 04:22 |
 | Sange | 194 | 72.93% | 87.3 | 54.12% | +16.62% | +11.19% | -10.37% | -2.41% | 22:01 | 12:07 | 17:17 | 20:02 | 26:14 | 40:27 | 08:57 | 06:37 |
 | Kaya and Sange | 194 | 72.93% | 85.9 | 54.12% | +16.62% | +13.23% | -8.29% | -2.35% | 22:37 | 12:41 | 17:37 | 21:05 | 26:47 | 40:38 | 09:10 | 06:47 |
 | Kaya | 216 | 81.20% | 84.5 | 53.24% | +19.24% | +4.17% | +0.46% | -0.57% | 17:29 | 09:31 | 13:27 | 15:34 | 19:55 | 36:52 | 06:28 | 04:47 |
 | Power Treads | 261 | 98.12% | 83.1 | 50.19% | +30.19% | +5.19% | -0.96% | -2.40% | 08:33 | 04:41 | 07:07 | 08:12 | 09:41 | 19:55 | 02:34 | 01:54 |
 | Boots of Speed | 266 | 100.00% | 81.7 | 49.62% | +49.62% | +7.10% | -7.20% | -7.66% | 06:24 | -01:29 | 05:26 | 06:32 | 07:18 | 12:29 | 01:52 | 01:22 |
 | Falcon Blade | 96 | 36.09% | 80.3 | 54.17% | +7.11% | +4.16% | -12.50% | -9.01% | 06:46 | 02:58 | 05:29 | 06:19 | 07:20 | 11:25 | 01:51 | 01:22 |
 | Magic Wand | 258 | 96.99% | 78.9 | 49.61% | -0.39% | +16.54% | -4.30% | -5.90% | 05:34 | -01:29 | 03:43 | 05:12 | 07:15 | 17:00 | 03:32 | 02:37 |
 | Bottle | 254 | 95.49% | 77.5 | 48.82% | -17.85% | +7.43% | -7.55% | -14.98% | 01:58 | -00:33 | 01:16 | 01:30 | 01:45 | 57:51 | 00:29 | 00:21 |
 | Fluffy Hat | 98 | 36.84% | 76.1 | 53.06% | +5.44% | +2.94% | -3.06% | -2.71% | 05:56 | 01:22 | 04:25 | 05:26 | 06:38 | 14:49 | 02:13 | 01:38 |
 | Magic Stick | 255 | 95.86% | 74.6 | 48.24% | -33.58% | +8.01% | -4.49% | -4.72% | 03:27 | -01:29 | 02:10 | 02:35 | 04:49 | 15:35 | 02:39 | 01:57 |
 | Black King Bar | 136 | 51.13% | 73.2 | 50.00% | +0.77% | +8.82% | -5.88% | -1.70% | 27:01 | 15:06 | 21:52 | 24:54 | 30:30 | 1:04:21 | 08:38 | 06:23 |
 | Witch Blade | 121 | 45.49% | 71.8 | 50.41% | +1.44% | +16.26% | -13.74% | -11.39% | 15:21 | 09:17 | 13:01 | 14:07 | 15:39 | 35:36 | 02:38 | 01:57 |
 | Chainmail | 120 | 45.11% | 70.4 | 50.00% | +0.68% | +10.00% | -16.67% | -9.70% | 13:48 | 06:41 | 11:32 | 12:31 | 14:17 | 35:35 | 02:45 | 02:02 |
 | Null Talisman | 58 | 21.80% | 69.0 | 50.00% | +0.48% | -10.00% | 0.00% | 7.23% | 04:29 | 01:43 | 03:27 | 04:10 | 04:50 | 09:54 | 01:23 | 01:01 |
 | Orchid Malevolence | 23 | 8.65% | 67.6 | 52.17% | +2.79% | +14.50% | -18.84% | -11.98% | 17:42 | 11:57 | 14:12 | 16:07 | 16:59 | 35:30 | 02:47 | 02:03 |
 | Mage Slayer | 9 | 3.38% | 66.2 | 66.67% | +17.64% | -16.67% | -16.67% | 0.00% | 34:12 | 24:25 | 27:46 | 34:36 | 37:47 | 44:28 | 10:01 | 07:25 |
 | Ring of Protection | 17 | 6.39% | 64.8 | 52.94% | +3.54% | -2.94% | -27.94% | -0.95% | 24:20 | 03:10 | 06:38 | 30:27 | 32:50 | 41:56 | 26:12 | 19:24 |
 | Moon Shard | 3 | 1.13% | 63.4 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 56:33 | 47:19 | 47:19 | 52:32 | 1:09:49 | 1:09:49 | 22:30 | 16:40 |
 | Satanic | 3 | 1.13% | 62.0 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 35:27 | 34:29 | 34:29 | 34:29 | 37:23 | 37:23 | 02:54 | 02:08 |
 | Morbid Mask | 3 | 1.13% | 60.6 | 100.00% | +50.95% | 0.00% | 0.00% | 0.00% | 34:26 | 32:36 | 32:36 | 33:35 | 37:07 | 37:07 | 04:31 | 03:20 |
 | Buckler | 12 | 4.51% | 59.2 | 58.33% | +9.12% | +41.67% | -58.33% | -28.04% | 32:21 | 26:23 | 30:06 | 31:22 | 33:40 | 41:56 | 03:34 | 02:38 |
 | Assault Cuirass | 12 | 4.51% | 57.7 | 58.33% | +9.12% | +41.67% | -25.00% | -15.81% | 33:35 | 29:50 | 30:23 | 32:54 | 34:36 | 42:08 | 04:13 | 03:07 |
 | Eul's Scepter of Divinity | 15 | 5.64% | 56.3 | 53.33% | +3.93% | -28.33% | +21.67% | 6.02% | 20:31 | 13:21 | 15:55 | 19:23 | 24:13 | 27:10 | 08:18 | 06:08 |
 | Refresher Orb | 18 | 6.77% | 54.9 | 50.00% | +0.40% | +10.00% | 0.00% | -0.82% | 50:10 | 37:15 | 43:39 | 46:50 | 55:54 | 1:16:58 | 12:15 | 09:04 |
 | Ghost Scepter | 10 | 3.76% | 53.5 | 60.00% | +10.78% | +6.67% | -60.00% | -5.10% | 29:46 | 14:42 | 24:18 | 30:25 | 37:23 | 40:42 | 13:05 | 09:41 |
 | Wind Lace | 16 | 6.02% | 52.1 | 50.00% | +0.40% | -25.00% | +25.00% | 5.56% | 19:33 | 08:13 | 13:32 | 17:26 | 22:32 | 48:24 | 09:00 | 06:40 |
 | Bloodthorn | 6 | 2.26% | 50.7 | 66.67% | +17.44% | -16.67% | -66.67% | 0.00% | 35:47 | 28:41 | 31:52 | 35:30 | 38:13 | 44:52 | 06:21 | 04:42 |
 | Ethereal Blade | 6 | 2.26% | 49.3 | 66.67% | +17.44% | -16.67% | -66.67% | 0.00% | 30:38 | 16:44 | 25:33 | 26:31 | 37:45 | 40:58 | 12:12 | 09:02 |
 | Boots of Travel 2 | 9 | 3.38% | 47.9 | 55.56% | +6.14% | -55.56% | -5.56% | 5.31% | 52:53 | 43:42 | 46:04 | 53:30 | 55:29 | 1:07:52 | 09:25 | 06:58 |
 | Javelin | 4 | 1.50% | 46.5 | 75.00% | +25.76% | +25.00% | +25.00% | 0.00% | 39:10 | 33:17 | 33:17 | 38:27 | 42:25 | 42:32 | 09:08 | 06:45 |
 | Wraith Band | 4 | 1.50% | 45.1 | 75.00% | +25.76% | +25.00% | +25.00% | 0.00% | 18:07 | 03:14 | 03:14 | 04:28 | 25:38 | 39:08 | 22:24 | 16:35 |
 | Maelstrom | 4 | 1.50% | 43.7 | 75.00% | +25.76% | +25.00% | +25.00% | 0.00% | 39:10 | 33:17 | 33:17 | 38:27 | 42:25 | 42:32 | 09:08 | 06:45 |
 | Heart of Tarrasque | 2 | 0.75% | 42.3 | 100.00% | +50.76% | 0.00% | 0.00% | 0.00% | 47:17 | 38:34 | 38:34 | 56:00 | 56:00 | 56:00 | 17:26 | 12:54 |
 | Shadow Blade | 2 | 0.75% | 40.8 | 100.00% | +50.76% | 0.00% | 0.00% | 0.00% | 32:34 | 25:35 | 25:35 | 39:33 | 39:33 | 39:33 | 13:58 | 10:20 |
 | Mjollnir | 2 | 0.75% | 39.4 | 100.00% | +50.76% | 0.00% | 0.00% | 0.00% | 42:24 | 39:58 | 39:58 | 44:50 | 44:50 | 44:50 | 04:52 | 03:36 |
 | Bloodstone | 2 | 0.75% | 38.0 | 100.00% | +50.76% | 0.00% | 0.00% | 0.00% | 43:15 | 25:48 | 25:48 | 60:42 | 60:42 | 60:42 | 34:54 | 25:51 |
 | Aeon Disk | 5 | 1.88% | 36.6 | 60.00% | +10.57% | +40.00% | -60.00% | 0.00% | 42:09 | 34:28 | 34:28 | 41:37 | 47:53 | 51:22 | 13:25 | 09:56 |
 | Revenant's Brooch | 5 | 1.88% | 35.2 | 60.00% | +10.57% | +40.00% | -60.00% | 0.00% | 45:40 | 37:47 | 37:47 | 44:55 | 50:04 | 55:06 | 12:17 | 09:05 |
 | Aghanim's Blessing | 9 | 3.38% | 33.8 | 44.44% | -5.37% | +55.56% | -44.44% | -8.49% | 56:19 | 44:05 | 50:12 | 54:57 | 1:01:59 | 1:05:37 | 11:47 | 08:43 |
 | Blink Dagger | 3 | 1.13% | 32.4 | 66.67% | +17.24% | +33.33% | 0.00% | 0.00% | 38:47 | 32:07 | 32:07 | 32:13 | 52:02 | 52:02 | 19:55 | 14:45 |
 | Boots of Travel | 3 | 1.13% | 31.0 | 66.67% | +17.24% | -66.67% | 0.00% | 0.00% | 39:13 | 31:57 | 31:57 | 32:04 | 53:39 | 53:39 | 21:42 | 16:04 |
 | Bracer | 4 | 1.50% | 29.6 | 50.00% | +0.38% | +50.00% | +50.00% | 0.00% | 03:55 | 02:56 | 02:56 | 03:09 | 04:08 | 05:27 | 01:12 | 00:53 |
 | Vanguard | 1 | 0.38% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.38% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 51:10 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.38% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Dagon | 1 | 0.38% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.38% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 47:48 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.38% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 1.88% | 19.7 | 40.00% | -9.81% | +60.00% | -40.00% | 0.00% | 07:04 | 04:44 | 04:44 | 07:01 | 08:11 | 09:39 | 03:27 | 02:33 |
 | Force Staff | 2 | 0.75% | 18.3 | 50.00% | +0.38% | -50.00% | 0.00% | 0.00% | 23:26 | 17:52 | 17:52 | 28:59 | 28:59 | 28:59 | 11:07 | 08:14 |
 | Arcane Boots | 2 | 0.75% | 16.9 | 50.00% | +0.38% | +50.00% | 0.00% | 0.00% | 14:49 | 08:00 | 08:00 | 21:37 | 21:37 | 21:37 | 13:37 | 10:05 |
 | Spirit Vessel | 4 | 1.50% | 15.5 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 14:19 | 13:20 | 13:20 | 14:02 | 14:26 | 15:26 | 01:06 | 00:48 |
 | Aether Lens | 4 | 1.50% | 14.1 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 38:34 | 29:05 | 29:05 | 29:19 | 30:19 | 1:05:31 | 01:14 | 00:54 |
 | Quelling Blade | 4 | 1.50% | 12.7 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 18:31 | 09:24 | 09:24 | 17:24 | 23:00 | 24:16 | 13:36 | 10:04 |
 | Heaven's Halberd | 4 | 1.50% | 11.3 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 30:03 | 18:47 | 18:47 | 26:44 | 34:19 | 40:21 | 15:32 | 11:30 |
 | Hood of Defiance | 1 | 0.38% | 9.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Crown | 1 | 0.38% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Desolator | 1 | 0.38% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 42:49 | 00:00 | 00:00 |
 | Headdress | 1 | 0.38% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.38% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Phylactery | 1 | 0.38% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 |
 | Diadem | 1 | 0.38% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |