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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 | |
 | Gleipnir | 67 | 24.81% | 100.0 | 71.64% | +30.26% | +4.83% | +4.83% | 0.00% | 37:29 | 18:00 | 29:02 | 35:11 | 43:32 | 59:55 | 14:30 | 10:44 |
 | Crown | 66 | 24.44% | 98.6 | 71.21% | +29.54% | +5.26% | +10.04% | 0.33% | 35:08 | 12:50 | 27:28 | 33:12 | 41:52 | 57:07 | 14:24 | 10:40 |
 | Rod of Atos | 63 | 23.33% | 97.1 | 71.43% | +29.40% | +3.57% | +9.82% | 0.45% | 35:58 | 18:00 | 28:15 | 33:24 | 42:09 | 57:08 | 13:54 | 10:17 |
 | Ring of Health | 73 | 27.04% | 95.7 | 69.86% | +28.74% | +7.92% | -3.19% | -0.57% | 33:49 | 13:38 | 24:02 | 31:13 | 43:22 | 56:31 | 19:20 | 14:19 |
 | Void Stone | 99 | 36.67% | 94.3 | 67.68% | +29.67% | +0.32% | -3.68% | -0.22% | 33:20 | 10:44 | 24:02 | 32:31 | 42:17 | 59:24 | 18:15 | 13:31 |
 | Linken's Sphere | 47 | 17.41% | 92.9 | 72.34% | +28.39% | -5.67% | -5.67% | 0.00% | 30:18 | 19:04 | 24:21 | 29:04 | 33:06 | 56:31 | 08:45 | 06:28 |
 | Aghanim's Scepter | 123 | 45.56% | 91.4 | 62.60% | +25.19% | +1.92% | +8.37% | 1.13% | 32:49 | 19:52 | 29:32 | 32:30 | 35:14 | 51:41 | 05:42 | 04:13 |
 | Aghanim's Blessing | 13 | 4.81% | 90.0 | 84.62% | +37.54% | +15.38% | -51.29% | -9.73% | 50:53 | 39:07 | 47:11 | 51:35 | 54:02 | 58:23 | 06:51 | 05:04 |
 | Kaya and Sange | 86 | 31.85% | 88.6 | 59.30% | +15.28% | -0.21% | -11.68% | -1.47% | 30:39 | 19:54 | 25:53 | 29:05 | 33:41 | 53:40 | 07:48 | 05:46 |
 | Shiva's Guard | 37 | 13.70% | 87.1 | 64.86% | +18.51% | +35.14% | -20.42% | -5.03% | 36:17 | 20:47 | 31:29 | 36:50 | 42:32 | 47:37 | 11:03 | 08:11 |
 | Black King Bar | 199 | 73.70% | 85.7 | 52.26% | +12.82% | +15.74% | -16.26% | -7.53% | 23:40 | 15:54 | 21:00 | 22:43 | 25:15 | 44:34 | 04:15 | 03:08 |
 | Sange | 85 | 31.48% | 84.3 | 56.47% | +11.06% | -4.09% | +0.67% | 0.61% | 28:29 | 18:16 | 24:30 | 28:09 | 32:21 | 41:48 | 07:51 | 05:48 |
 | Maelstrom | 242 | 89.63% | 82.9 | 50.83% | +18.69% | +18.02% | -15.83% | -13.63% | 16:19 | 11:17 | 14:28 | 15:42 | 16:57 | 42:56 | 02:29 | 01:50 |
 | Javelin | 242 | 89.63% | 81.4 | 50.83% | +18.69% | +14.74% | -7.50% | -5.98% | 13:10 | 07:30 | 10:48 | 12:06 | 14:31 | 30:52 | 03:43 | 02:45 |
 | Orb of Venom | 196 | 72.59% | 80.0 | 51.53% | +9.64% | +11.74% | -10.71% | -5.59% | 06:57 | 02:00 | 04:42 | 06:21 | 08:43 | 25:23 | 04:01 | 02:58 |
 | Orb of Corrosion | 196 | 72.59% | 78.6 | 51.53% | +9.64% | +1.53% | -8.67% | -2.47% | 07:54 | 02:54 | 05:31 | 07:33 | 09:39 | 25:50 | 04:08 | 03:03 |
 | Bottle | 259 | 95.93% | 77.1 | 50.19% | +32.01% | +3.66% | -8.65% | -12.31% | 02:13 | 00:28 | 01:25 | 01:37 | 01:56 | 12:37 | 00:31 | 00:22 |
 | Quelling Blade | 264 | 97.78% | 75.7 | 50.00% | +50.00% | -3.03% | 0.00% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 03:16 | 00:00 | 00:00 |
 | Kaya | 94 | 34.81% | 74.3 | 54.26% | +8.24% | -0.09% | -6.43% | -0.72% | 27:45 | 17:30 | 23:22 | 26:42 | 32:13 | 41:53 | 08:51 | 06:33 |
 | Magic Wand | 252 | 93.33% | 72.9 | 49.60% | +10.71% | -6.74% | +1.19% | 1.77% | 07:38 | -01:29 | 05:07 | 07:03 | 09:36 | 26:06 | 04:29 | 03:19 |
 | Fluffy Hat | 200 | 74.07% | 71.4 | 50.50% | +6.21% | +1.50% | -10.50% | -2.78% | 07:28 | 01:41 | 04:48 | 06:54 | 09:07 | 56:41 | 04:19 | 03:11 |
 | Blight Stone | 254 | 94.07% | 70.0 | 49.21% | +5.46% | +2.35% | -3.18% | -2.65% | 03:47 | -01:29 | 02:27 | 02:52 | 04:32 | 24:14 | 02:05 | 01:32 |
 | Boots of Speed | 270 | 100.00% | 68.6 | 48.89% | +48.89% | -13.60% | -2.62% | 5.83% | 04:26 | -01:29 | 03:39 | 04:33 | 05:32 | 08:49 | 01:53 | 01:23 |
 | Phase Boots | 245 | 90.74% | 67.1 | 48.98% | +0.98% | +13.32% | -11.28% | -12.83% | 09:03 | 05:21 | 07:47 | 08:44 | 09:42 | 35:11 | 01:55 | 01:25 |
 | Chainmail | 245 | 90.74% | 65.7 | 48.98% | +0.98% | +11.68% | -8.00% | -9.52% | 08:20 | 03:43 | 07:05 | 08:01 | 09:09 | 35:11 | 02:04 | 01:31 |
 | Aghanim's Shard | 136 | 50.37% | 64.3 | 51.47% | +5.20% | +7.35% | -7.35% | -2.17% | 29:08 | 19:35 | 25:07 | 28:28 | 31:54 | 44:36 | 06:47 | 05:01 |
 | Magic Stick | 263 | 97.41% | 62.9 | 48.67% | -8.47% | -7.76% | -1.70% | 1.15% | 04:43 | -01:30 | 02:20 | 03:39 | 07:37 | 17:07 | 05:17 | 03:54 |
 | Refresher Orb | 29 | 10.74% | 61.4 | 62.07% | +14.77% | -4.93% | -19.21% | -1.51% | 46:44 | 36:54 | 41:26 | 46:55 | 50:52 | 60:47 | 09:26 | 06:59 |
 | Octarine Core | 10 | 3.70% | 60.0 | 80.00% | +32.31% | +20.00% | -30.00% | 0.00% | 44:36 | 28:42 | 37:59 | 41:49 | 51:48 | 1:01:50 | 13:49 | 10:14 |
 | Aeon Disk | 12 | 4.44% | 58.6 | 75.00% | +27.33% | +25.00% | -8.33% | -4.17% | 45:20 | 38:23 | 39:29 | 44:10 | 47:28 | 1:01:11 | 07:59 | 05:54 |
 | Aether Lens | 12 | 4.44% | 57.1 | 75.00% | +27.33% | +25.00% | -8.33% | -2.02% | 43:44 | 28:42 | 35:19 | 39:06 | 51:47 | 1:01:50 | 16:28 | 12:11 |
 | Boots of Travel | 23 | 8.52% | 55.7 | 56.52% | +8.34% | -6.52% | -6.52% | 0.00% | 34:31 | 19:15 | 23:50 | 35:01 | 38:27 | 59:18 | 14:37 | 10:49 |
 | Wind Lace | 21 | 7.78% | 54.3 | 52.38% | +3.79% | -12.38% | +7.62% | 1.36% | 14:50 | -01:29 | 04:18 | 14:32 | 18:59 | 59:25 | 14:41 | 10:52 |
 | Battle Fury | 5 | 1.85% | 52.9 | 80.00% | +31.70% | +20.00% | +20.00% | 0.00% | 27:50 | 14:45 | 14:45 | 34:30 | 35:43 | 37:14 | 20:58 | 15:31 |
 | Eul's Scepter of Divinity | 10 | 3.70% | 51.4 | 60.00% | +11.54% | +6.67% | +40.00% | 0.00% | 24:31 | 13:14 | 17:34 | 20:10 | 25:25 | 60:31 | 07:51 | 05:48 |
 | Blink Dagger | 11 | 4.07% | 50.0 | 54.55% | +5.90% | +45.45% | -21.22% | -6.14% | 31:19 | 21:15 | 21:53 | 31:47 | 32:44 | 56:15 | 10:51 | 08:02 |
 | Scythe of Vyse | 11 | 4.07% | 48.6 | 54.55% | +5.90% | +12.12% | +12.12% | 0.00% | 44:47 | 36:49 | 39:52 | 43:35 | 44:15 | 57:39 | 04:23 | 03:14 |
 | Manta Style | 6 | 2.22% | 47.1 | 66.67% | +18.19% | +33.33% | -66.67% | 0.00% | 28:53 | 22:24 | 24:57 | 26:35 | 35:15 | 36:19 | 10:18 | 07:37 |
 | Yasha | 6 | 2.22% | 45.7 | 66.67% | +18.19% | -16.67% | -66.67% | 0.00% | 26:23 | 21:04 | 21:23 | 21:44 | 33:51 | 36:01 | 12:28 | 09:14 |
 | Desolator | 7 | 2.59% | 44.3 | 57.14% | +8.47% | -7.14% | -57.14% | 0.00% | 32:13 | 22:13 | 24:20 | 31:18 | 36:05 | 46:43 | 11:45 | 08:42 |
 | Dagon | 2 | 0.74% | 42.9 | 100.00% | +51.49% | 0.00% | 0.00% | 0.00% | 25:14 | 25:10 | 25:10 | 25:17 | 25:17 | 25:17 | 00:07 | 00:05 |
 | Dagon (level 2) | 2 | 0.74% | 41.4 | 100.00% | +51.49% | 0.00% | 0.00% | 0.00% | 30:43 | 25:11 | 25:11 | 36:14 | 36:14 | 36:14 | 11:03 | 08:11 |
 | Dagon (level 3) | 2 | 0.74% | 40.0 | 100.00% | +51.49% | 0.00% | 0.00% | 0.00% | 39:58 | 39:45 | 39:45 | 40:10 | 40:10 | 40:10 | 00:25 | 00:18 |
 | Power Treads | 3 | 1.11% | 38.6 | 66.67% | +17.98% | +33.33% | 0.00% | 0.00% | 08:08 | 07:24 | 07:24 | 08:00 | 08:59 | 08:59 | 01:35 | 01:10 |
 | Bloodthorn | 1 | 0.37% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.37% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 1:01:23 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.37% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.37% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.37% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.37% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.37% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.37% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.37% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.37% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.37% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 51:49 | 00:00 | 00:00 |
 | Mage Slayer | 5 | 1.85% | 21.4 | 40.00% | -9.06% | +60.00% | -40.00% | 0.00% | 19:20 | 17:58 | 17:58 | 19:13 | 20:02 | 20:54 | 02:04 | 01:31 |
 | Blade Mail | 8 | 2.96% | 20.0 | 25.00% | -24.62% | +75.00% | -25.00% | 0.00% | 14:41 | 12:36 | 12:40 | 14:27 | 15:43 | 16:38 | 03:03 | 02:15 |
 | Ring of Protection | 3 | 1.11% | 18.6 | 33.33% | -15.73% | +66.67% | 0.00% | 0.00% | 09:52 | 08:23 | 08:23 | 09:42 | 11:32 | 11:32 | 03:09 | 02:20 |
 | Crystalys | 3 | 1.11% | 17.1 | 33.33% | -15.73% | -33.33% | 0.00% | 0.00% | 31:39 | 28:15 | 28:15 | 29:43 | 36:59 | 36:59 | 08:44 | 06:28 |
 | Spirit Vessel | 3 | 1.11% | 15.7 | 33.33% | -15.73% | +66.67% | 0.00% | 0.00% | 15:13 | 12:52 | 12:52 | 16:23 | 16:24 | 16:24 | 03:32 | 02:37 |
 | Urn of Shadows | 3 | 1.11% | 14.3 | 33.33% | -15.73% | +66.67% | 0.00% | 0.00% | 10:48 | 09:32 | 09:32 | 10:39 | 12:13 | 12:13 | 02:41 | 01:59 |
 | Heaven's Halberd | 4 | 1.48% | 12.9 | 25.00% | -24.25% | +75.00% | -25.00% | 0.00% | 26:12 | 21:31 | 21:31 | 24:08 | 29:08 | 30:02 | 07:37 | 05:38 |
 | Falcon Blade | 5 | 1.85% | 11.4 | 20.00% | -29.43% | -20.00% | -20.00% | 0.00% | 09:51 | 05:48 | 05:48 | 08:15 | 13:32 | 14:25 | 07:44 | 05:43 |
 | Overwhelming Blink | 1 | 0.37% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.37% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:36 | 08:36 | 08:36 | 08:36 | 08:36 | 08:36 | 00:00 | 00:00 |
 | Wraith Band | 4 | 1.48% | 7.1 | 0.00% | -49.62% | 0.00% | 0.00% | 0.00% | 03:21 | 02:35 | 02:35 | 02:58 | 03:43 | 04:08 | 01:08 | 00:50 |
 | Force Staff | 1 | 0.37% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 56:41 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.37% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.37% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.37% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |