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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 Basilius | 26 | 16.35% | 100.0 | 73.08% | +25.71% | -1.65% | +10.25% | 1.05% | 27:08 | 03:14 | 21:48 | 26:22 | 33:06 | 50:48 | 11:18 | 08:22 |
 | Refresher Orb | 18 | 11.32% | 98.5 | 77.78% | +29.55% | +2.22% | -2.78% | -0.50% | 47:28 | 35:18 | 40:47 | 45:20 | 50:48 | 1:13:05 | 10:01 | 07:25 |
 | Void Stone | 50 | 31.45% | 97.1 | 66.00% | +21.05% | +10.92% | -16.00% | -1.78% | 31:45 | 05:14 | 23:21 | 30:57 | 38:29 | 1:13:03 | 15:08 | 11:12 |
 | Buckler | 84 | 52.83% | 95.6 | 61.90% | +21.90% | 0.00% | -9.52% | -0.77% | 28:40 | 11:24 | 22:37 | 26:55 | 35:02 | 54:00 | 12:25 | 09:11 |
 | Morbid Mask | 25 | 15.72% | 94.1 | 72.00% | +24.24% | -5.33% | -5.33% | 0.00% | 27:53 | 08:36 | 21:48 | 27:39 | 33:07 | 50:48 | 11:19 | 08:22 |
 | Pipe of Insight | 54 | 33.96% | 92.6 | 62.96% | +17.25% | +8.47% | -1.42% | -1.77% | 20:47 | 12:34 | 16:44 | 19:02 | 22:20 | 43:23 | 05:36 | 04:08 |
 | Lotus Orb | 24 | 15.09% | 91.2 | 70.83% | +22.68% | +12.50% | -4.16% | -1.62% | 29:56 | 20:23 | 22:28 | 27:14 | 32:44 | 1:13:25 | 10:16 | 07:36 |
 | Vladmir's Offering | 24 | 15.09% | 89.7 | 70.83% | +22.68% | -4.16% | -4.16% | 0.00% | 29:26 | 15:40 | 22:04 | 29:21 | 33:33 | 50:48 | 11:29 | 08:30 |
 | Assault Cuirass | 49 | 30.82% | 88.2 | 63.27% | +16.91% | +11.73% | -4.94% | -1.44% | 36:33 | 23:12 | 29:56 | 36:07 | 41:30 | 54:27 | 11:34 | 08:34 |
 | Headdress | 63 | 39.62% | 86.8 | 60.32% | +14.49% | +2.18% | +8.43% | 1.03% | 16:07 | 02:07 | 13:06 | 16:00 | 19:11 | 33:35 | 06:05 | 04:30 |
 | Octarine Core | 13 | 8.18% | 85.3 | 76.92% | +27.60% | -10.25% | -10.25% | 0.00% | 36:22 | 27:34 | 28:38 | 35:42 | 37:35 | 52:27 | 08:57 | 06:37 |
 | Ring of Health | 91 | 57.23% | 83.8 | 54.95% | +7.89% | +5.92% | +1.57% | -0.33% | 10:26 | 00:06 | 03:11 | 04:24 | 16:11 | 46:32 | 13:00 | 09:37 |
 | Arcane Boots | 81 | 50.94% | 82.4 | 55.56% | +8.12% | -10.56% | +4.44% | 1.31% | 14:34 | 05:23 | 08:16 | 11:13 | 19:43 | 40:46 | 11:27 | 08:28 |
 | Ring of Protection | 141 | 88.68% | 80.9 | 52.48% | +8.04% | +4.66% | -9.62% | -1.65% | 10:12 | -01:29 | 02:45 | 06:45 | 11:24 | 50:49 | 08:39 | 06:24 |
 | Hood of Defiance | 15 | 9.43% | 79.4 | 73.33% | +24.02% | +26.67% | +1.67% | 0.00% | 12:19 | 05:58 | 09:23 | 12:02 | 14:07 | 25:08 | 04:44 | 03:30 |
 | Boots of Speed | 159 | 100.00% | 77.9 | 51.57% | +51.57% | +5.93% | -9.07% | -3.24% | 06:34 | 00:16 | 04:01 | 06:15 | 08:39 | 18:49 | 04:38 | 03:25 |
 | Magic Wand | 140 | 88.05% | 76.5 | 51.43% | -1.20% | +2.86% | 0.00% | -0.34% | 05:38 | -01:29 | 01:06 | 04:51 | 09:25 | 22:03 | 08:19 | 06:09 |
 | Shiva's Guard | 10 | 6.29% | 75.0 | 80.00% | +30.34% | +20.00% | +20.00% | 0.00% | 37:29 | 27:39 | 32:34 | 37:44 | 41:20 | 44:20 | 08:46 | 06:29 |
 | Magic Stick | 117 | 73.58% | 73.5 | 51.28% | -1.10% | +10.79% | -13.35% | -7.75% | 02:34 | -01:29 | -01:29 | 01:27 | 04:36 | 19:03 | 06:05 | 04:30 |
 | Urn of Shadows | 103 | 64.78% | 72.1 | 51.46% | -0.33% | +17.77% | -5.31% | -4.62% | 06:56 | 01:42 | 04:04 | 06:15 | 09:04 | 18:07 | 05:00 | 03:42 |
 | Soul Ring | 7 | 4.40% | 70.6 | 85.71% | +35.71% | +14.29% | -35.71% | 0.00% | 09:15 | 05:17 | 08:06 | 08:49 | 08:55 | 15:38 | 00:49 | 00:36 |
 | Spirit Vessel | 80 | 50.31% | 69.1 | 51.25% | -0.65% | +13.75% | -11.25% | -7.81% | 13:16 | 07:58 | 10:58 | 12:58 | 14:10 | 27:17 | 03:12 | 02:22 |
 | Wind Lace | 50 | 31.45% | 67.6 | 54.00% | +3.54% | -0.15% | +4.33% | 0.56% | 10:07 | -01:29 | 04:28 | 07:02 | 12:27 | 47:38 | 07:59 | 05:54 |
 | Quelling Blade | 70 | 44.03% | 66.2 | 51.43% | -0.26% | -12.54% | +7.39% | 0.00% | -01:04 | -01:30 | -01:29 | -01:29 | -01:29 | 16:04 | 00:00 | 00:00 |
 | Aghanim's Shard | 79 | 49.69% | 64.7 | 50.63% | -1.87% | +34.37% | -10.63% | -6.44% | 25:12 | 15:03 | 20:11 | 24:28 | 27:10 | 42:40 | 06:59 | 05:10 |
 | Hand of Midas | 48 | 30.19% | 63.2 | 54.17% | +3.72% | +12.50% | -29.17% | -8.33% | 15:29 | 08:36 | 11:48 | 13:38 | 16:48 | 40:00 | 05:00 | 03:42 |
 | Crown | 39 | 24.53% | 61.8 | 53.85% | +3.02% | +16.15% | -33.85% | -13.04% | 07:30 | 02:57 | 05:00 | 07:03 | 08:50 | 19:55 | 03:50 | 02:50 |
 | Fluffy Hat | 39 | 24.53% | 60.3 | 53.85% | +3.02% | +6.15% | -13.85% | -4.56% | 10:08 | 03:36 | 07:08 | 10:03 | 11:31 | 25:36 | 04:23 | 03:14 |
 | Blink Dagger | 55 | 34.59% | 58.8 | 49.09% | -3.79% | +8.05% | -20.52% | -1.97% | 26:12 | 11:25 | 16:22 | 27:41 | 30:52 | 60:25 | 14:30 | 10:44 |
 | Aghanim's Scepter | 40 | 25.16% | 57.4 | 50.00% | -2.10% | +10.00% | 0.00% | -1.19% | 27:17 | 15:47 | 21:50 | 25:11 | 30:15 | 52:36 | 08:25 | 06:14 |
 | Boots of Travel | 10 | 6.29% | 55.9 | 70.00% | +19.66% | -36.67% | -20.00% | 0.00% | 36:29 | 23:56 | 30:38 | 31:52 | 45:14 | 50:43 | 14:36 | 10:48 |
 | Vanguard | 49 | 30.82% | 54.4 | 46.94% | -6.70% | +19.73% | -5.27% | -8.06% | 09:33 | 03:37 | 05:51 | 06:52 | 08:57 | 41:23 | 03:06 | 02:17 |
 | Cornucopia | 13 | 8.18% | 52.9 | 61.54% | +10.86% | +5.13% | -28.21% | 0.00% | 43:28 | 31:55 | 35:04 | 42:50 | 44:11 | 1:08:06 | 09:07 | 06:45 |
 | Radiance | 39 | 24.53% | 51.5 | 46.15% | -7.18% | +33.85% | -16.15% | -9.90% | 24:02 | 14:23 | 20:28 | 23:24 | 25:31 | 37:48 | 05:03 | 03:44 |
 | Tranquil Boots | 37 | 23.27% | 50.0 | 45.95% | -7.33% | +20.72% | -1.51% | -3.60% | 09:39 | 03:21 | 05:11 | 07:35 | 11:22 | 30:01 | 06:11 | 04:34 |
 | Bracer | 44 | 27.67% | 48.5 | 43.18% | -11.60% | +20.46% | -25.00% | -45.46% | 02:19 | -01:29 | 01:47 | 02:06 | 02:36 | 07:28 | 00:49 | 00:36 |
 | Crimson Guard | 23 | 14.47% | 47.1 | 47.83% | -4.38% | -14.50% | -47.83% | -3.68% | 23:50 | 13:39 | 16:32 | 23:20 | 25:36 | 41:23 | 09:04 | 06:42 |
 | Helm of Iron Will | 23 | 14.47% | 45.6 | 47.83% | -4.38% | -14.50% | -47.83% | -3.75% | 21:34 | 11:58 | 14:17 | 21:04 | 23:10 | 41:05 | 08:53 | 06:34 |
 | Chainmail | 16 | 10.06% | 44.1 | 50.00% | -1.75% | +25.00% | 0.00% | -2.37% | 16:50 | 05:19 | 08:39 | 16:06 | 19:11 | 51:54 | 10:32 | 07:48 |
 | Guardian Greaves | 11 | 6.92% | 42.6 | 54.55% | +3.20% | +12.12% | +12.12% | 0.00% | 24:49 | 14:42 | 17:46 | 21:38 | 24:11 | 52:05 | 06:25 | 04:45 |
 | Mekansm | 12 | 7.55% | 41.2 | 50.00% | -1.70% | +16.67% | +16.67% | 0.00% | 20:19 | 10:37 | 11:17 | 18:01 | 20:18 | 51:54 | 09:01 | 06:40 |
 | Abyssal Blade | 2 | 1.26% | 39.7 | 100.00% | +49.04% | 0.00% | 0.00% | 0.00% | 39:06 | 36:04 | 36:04 | 42:08 | 42:08 | 42:08 | 06:04 | 04:29 |
 | Force Staff | 2 | 1.26% | 38.2 | 100.00% | +49.04% | 0.00% | 0.00% | 0.00% | 27:26 | 22:53 | 22:53 | 31:58 | 31:58 | 31:58 | 09:05 | 06:43 |
 | Black King Bar | 15 | 9.43% | 36.8 | 40.00% | -12.78% | -15.00% | -15.00% | 0.00% | 36:08 | 22:52 | 28:38 | 33:19 | 35:27 | 1:11:22 | 06:49 | 05:02 |
 | Aeon Disk | 15 | 9.43% | 35.3 | 40.00% | -12.78% | +10.00% | +10.00% | 0.00% | 39:20 | 25:28 | 34:57 | 37:47 | 43:57 | 58:53 | 09:00 | 06:40 |
 | Manta Style | 5 | 3.14% | 33.8 | 60.00% | +8.70% | -60.00% | +40.00% | 0.00% | 26:30 | 22:01 | 22:01 | 25:41 | 28:21 | 31:28 | 06:20 | 04:41 |
 | Yasha | 5 | 3.14% | 32.4 | 60.00% | +8.70% | -60.00% | +40.00% | 0.00% | 24:15 | 18:36 | 18:36 | 24:39 | 27:20 | 27:59 | 08:44 | 06:28 |
 | Wraith Pact | 3 | 1.89% | 30.9 | 66.67% | +15.39% | +33.33% | 0.00% | 0.00% | 25:53 | 21:15 | 21:15 | 26:37 | 29:46 | 29:46 | 08:31 | 06:18 |
 | Scythe of Vyse | 7 | 4.40% | 29.4 | 42.86% | -9.11% | +7.14% | +7.14% | 0.00% | 45:14 | 34:13 | 35:09 | 43:03 | 52:48 | 60:07 | 17:39 | 13:04 |
 | Drum of Endurance | 1 | 0.63% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 00:00 | 00:00 |
 | Desolator | 1 | 0.63% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.63% | 25.0 | 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 |
 | Power Treads | 1 | 0.63% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 06:32 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.63% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.63% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 03:06 | 00:00 | 00:00 |
 | Phase Boots | 1 | 0.63% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.26% | 17.6 | 50.00% | -1.59% | +50.00% | 0.00% | 0.00% | 1:02:00 | 1:01:41 | 1:01:41 | 1:02:18 | 1:02:18 | 1:02:18 | 00:37 | 00:27 |
 | Meteor Hammer | 2 | 1.26% | 16.2 | 50.00% | -1.59% | +50.00% | 0.00% | 0.00% | 09:01 | 08:04 | 08:04 | 09:58 | 09:58 | 09:58 | 01:54 | 01:24 |
 | Skull Basher | 2 | 1.26% | 14.7 | 50.00% | -1.59% | +50.00% | 0.00% | 0.00% | 53:33 | 31:37 | 31:37 | 1:15:28 | 1:15:28 | 1:15:28 | 43:51 | 32:28 |
 | Linken's Sphere | 3 | 1.89% | 13.2 | 33.33% | -18.59% | -33.33% | 0.00% | 0.00% | 39:59 | 33:21 | 33:21 | 43:04 | 43:33 | 43:33 | 10:12 | 07:33 |
 | Heaven's Halberd | 3 | 1.89% | 11.8 | 33.33% | -18.59% | +66.67% | 0.00% | 0.00% | 30:03 | 29:22 | 29:22 | 29:46 | 31:01 | 31:01 | 01:39 | 01:13 |
 | Sange | 3 | 1.89% | 10.3 | 33.33% | -18.59% | -33.33% | 0.00% | 0.00% | 26:47 | 24:25 | 24:25 | 26:02 | 29:54 | 29:54 | 05:29 | 04:03 |
 | Eul's Scepter of Divinity | 1 | 0.63% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.63% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.63% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:10 | 47:10 | 47:10 | 47:10 | 47:10 | 47:10 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.63% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.63% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 20:11 | 00:00 | 00:00 |
 | Pavise | 1 | 0.63% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |