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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 | 22 | 4.82% | 100.0 | 81.82% | +37.58% | +1.51% | -1.82% | -0.19% | 32:56 | 01:55 | 23:00 | 32:51 | 40:39 | 1:17:06 | 17:39 | 13:04 |
 | Void Stone | 77 | 16.89% | 98.6 | 68.83% | +27.41% | +15.38% | -26.72% | -2.98% | 35:05 | 17:41 | 26:25 | 34:14 | 40:32 | 1:17:07 | 14:07 | 10:27 |
 | Boots of Bearing | 21 | 4.61% | 97.3 | 80.95% | +36.58% | +19.05% | -20.95% | -6.14% | 34:52 | 26:01 | 28:18 | 33:21 | 34:49 | 1:08:57 | 06:31 | 04:49 |
 | Eul's Scepter of Divinity | 31 | 6.80% | 95.9 | 70.97% | +26.73% | +29.03% | -33.47% | -5.74% | 33:25 | 17:44 | 26:31 | 33:19 | 37:24 | 56:58 | 10:53 | 08:03 |
 | Aether Lens | 37 | 8.11% | 94.5 | 67.57% | +23.42% | +32.43% | -34.24% | -7.51% | 38:23 | 22:02 | 33:58 | 37:52 | 42:51 | 51:48 | 08:53 | 06:34 |
 | Drum of Endurance | 45 | 9.87% | 93.2 | 64.44% | +20.40% | +26.47% | -28.08% | -5.24% | 23:09 | 11:05 | 16:47 | 19:46 | 27:12 | 56:59 | 10:25 | 07:42 |
 | Wind Lace | 234 | 51.32% | 91.8 | 51.71% | +11.62% | +0.83% | -5.16% | -0.82% | 08:07 | -01:29 | 03:31 | 07:14 | 10:47 | 56:34 | 07:16 | 05:22 |
 | Tranquil Boots | 151 | 33.11% | 90.4 | 52.98% | +10.36% | +7.55% | +7.55% | 0.00% | 13:56 | 04:45 | 08:23 | 10:42 | 16:03 | 56:40 | 07:40 | 05:40 |
 | Blink Dagger | 403 | 88.38% | 89.0 | 49.13% | +26.49% | +9.29% | -7.55% | -2.53% | 20:26 | 10:35 | 16:37 | 19:38 | 23:16 | 46:50 | 06:39 | 04:55 |
 | Force Staff | 71 | 15.57% | 87.7 | 56.34% | +12.18% | -0.78% | -6.34% | -0.51% | 33:00 | 18:21 | 26:59 | 31:02 | 37:51 | 1:10:19 | 10:52 | 08:02 |
 | Buckler | 35 | 7.68% | 86.3 | 62.86% | +18.20% | -7.30% | +3.81% | 0.55% | 26:12 | 10:44 | 13:16 | 23:22 | 33:20 | 53:04 | 20:04 | 14:51 |
 | Assault Cuirass | 11 | 2.41% | 84.9 | 81.82% | +36.65% | +18.18% | -15.15% | 0.00% | 39:15 | 30:57 | 33:51 | 37:59 | 42:52 | 53:37 | 09:01 | 06:40 |
 | Black King Bar | 166 | 36.40% | 83.6 | 51.20% | +8.10% | +1.18% | +9.78% | 0.77% | 28:42 | 15:51 | 22:14 | 26:10 | 33:26 | 57:15 | 11:12 | 08:17 |
 | Magic Stick | 441 | 96.71% | 82.2 | 46.26% | +6.26% | +4.65% | -0.81% | -0.98% | 03:24 | -01:30 | 00:39 | 02:40 | 06:15 | 23:27 | 05:36 | 04:08 |
 | Boots of Speed | 456 | 100.00% | 80.8 | 46.05% | +46.05% | +8.34% | -11.84% | -7.25% | 04:03 | -01:29 | 03:07 | 04:12 | 05:54 | 13:21 | 02:47 | 02:03 |
 | Aghanim's Scepter | 94 | 20.61% | 79.5 | 52.13% | +7.65% | +22.87% | -21.70% | -6.05% | 36:46 | 21:38 | 32:05 | 35:33 | 39:27 | 1:06:21 | 07:22 | 05:27 |
 | Magic Wand | 386 | 84.65% | 78.1 | 45.60% | -2.97% | -3.33% | +0.23% | 0.62% | 09:39 | -01:29 | 05:46 | 08:25 | 11:31 | 40:30 | 05:45 | 04:15 |
 | Fluffy Hat | 198 | 43.42% | 76.7 | 47.47% | +2.51% | -1.47% | +5.59% | 0.49% | 16:41 | -01:29 | 09:07 | 11:47 | 23:29 | 1:10:19 | 14:22 | 10:38 |
 | Chainmail | 228 | 50.00% | 75.3 | 46.05% | 0.00% | +8.34% | -5.70% | -3.47% | 09:21 | 01:53 | 06:23 | 07:45 | 10:26 | 31:02 | 04:03 | 03:00 |
 | Octarine Core | 16 | 3.51% | 74.0 | 68.75% | +23.52% | +6.25% | -18.75% | -1.88% | 47:30 | 30:24 | 38:24 | 45:51 | 51:41 | 1:14:52 | 13:17 | 09:50 |
 | Phase Boots | 189 | 41.45% | 72.6 | 45.50% | -0.94% | +7.69% | -11.46% | -5.00% | 09:39 | 05:06 | 06:58 | 08:08 | 10:48 | 30:02 | 03:50 | 02:50 |
 | Desolator | 62 | 13.60% | 71.2 | 51.61% | +6.43% | -1.61% | -18.28% | -1.45% | 26:39 | 15:27 | 20:00 | 28:21 | 31:29 | 43:02 | 11:29 | 08:30 |
 | Quelling Blade | 200 | 43.86% | 69.9 | 44.50% | -2.77% | +1.50% | -0.50% | 0.00% | 00:46 | -01:30 | -01:29 | -01:29 | -01:29 | 40:49 | 00:00 | 00:00 |
 | Falcon Blade | 105 | 23.03% | 68.5 | 46.67% | +0.80% | +7.18% | -12.05% | -11.20% | 10:48 | 05:35 | 09:44 | 10:47 | 11:27 | 17:24 | 01:43 | 01:16 |
 | Blight Stone | 123 | 26.97% | 67.1 | 45.53% | -0.72% | +2.86% | -3.59% | -0.35% | 12:26 | -01:29 | 02:44 | 10:51 | 21:19 | 43:02 | 18:35 | 13:45 |
 | Bottle | 130 | 28.51% | 65.8 | 44.62% | -2.01% | +6.90% | -13.37% | -20.27% | 01:59 | 00:35 | 01:25 | 01:36 | 01:46 | 27:00 | 00:21 | 00:15 |
 | Headdress | 23 | 5.04% | 64.4 | 56.52% | +11.02% | +10.15% | +26.81% | 2.82% | 11:51 | 02:00 | 06:51 | 08:58 | 12:45 | 31:02 | 05:54 | 04:22 |
 | Ring of Protection | 56 | 12.28% | 63.0 | 46.43% | +0.43% | -25.00% | +32.14% | 2.20% | 17:19 | -01:29 | 01:46 | 13:16 | 27:46 | 53:03 | 26:00 | 19:15 |
 | Aeon Disk | 14 | 3.07% | 61.6 | 64.29% | +18.81% | +10.71% | +2.38% | 0.00% | 49:02 | 34:33 | 39:38 | 44:09 | 60:55 | 1:12:40 | 21:17 | 15:45 |
 | Lotus Orb | 12 | 2.63% | 60.3 | 66.67% | +21.17% | -33.34% | 0.00% | 0.00% | 38:45 | 29:23 | 34:36 | 37:00 | 39:35 | 60:16 | 04:59 | 03:41 |
 | Hand of Midas | 17 | 3.73% | 58.9 | 58.82% | +13.26% | +16.18% | -8.82% | -2.63% | 18:41 | 12:32 | 13:51 | 16:57 | 23:21 | 29:28 | 09:30 | 07:02 |
 | Guardian Greaves | 20 | 4.39% | 57.5 | 55.00% | +9.36% | +25.00% | +5.00% | -2.09% | 20:55 | 12:50 | 15:37 | 18:13 | 25:12 | 35:35 | 09:35 | 07:05 |
 | Mekansm | 20 | 4.39% | 56.2 | 55.00% | +9.36% | -15.00% | +25.00% | 9.27% | 14:33 | 09:24 | 10:39 | 11:58 | 14:58 | 31:02 | 04:19 | 03:11 |
 | Arcane Boots | 33 | 7.24% | 54.8 | 48.48% | +2.62% | +26.52% | +1.52% | -4.26% | 11:54 | 04:54 | 05:17 | 07:54 | 11:09 | 47:39 | 05:52 | 04:20 |
 | Shadow Blade | 14 | 3.07% | 53.4 | 57.14% | +11.44% | +17.86% | +42.86% | 0.00% | 39:42 | 34:07 | 35:32 | 40:16 | 41:08 | 52:10 | 05:36 | 04:08 |
 | Pipe of Insight | 3 | 0.66% | 52.1 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 25:11 | 21:36 | 21:36 | 22:39 | 31:17 | 31:17 | 09:41 | 07:10 |
 | Hood of Defiance | 3 | 0.66% | 50.7 | 100.00% | +54.30% | 0.00% | 0.00% | 0.00% | 20:06 | 12:25 | 12:25 | 21:08 | 26:45 | 26:45 | 14:20 | 10:37 |
 | Linken's Sphere | 5 | 1.10% | 49.3 | 80.00% | +34.32% | +20.00% | -80.00% | 0.00% | 51:41 | 35:08 | 35:08 | 41:41 | 59:39 | 1:25:07 | 24:31 | 18:09 |
 | Ring of Basilius | 5 | 1.10% | 47.9 | 80.00% | +34.32% | +20.00% | +20.00% | 0.00% | 26:02 | 15:32 | 15:32 | 23:01 | 27:54 | 47:54 | 12:22 | 09:09 |
 | Bracer | 27 | 5.92% | 46.6 | 44.44% | -1.71% | +12.70% | -30.15% | -5.35% | 07:57 | -00:54 | 02:06 | 02:52 | 10:07 | 34:01 | 08:01 | 05:56 |
 | Glimmer Cape | 8 | 1.75% | 45.2 | 62.50% | +16.74% | -12.50% | -12.50% | 0.00% | 30:47 | 21:57 | 25:52 | 26:33 | 37:31 | 39:42 | 11:39 | 08:37 |
 | Medallion of Courage | 22 | 4.82% | 43.8 | 40.91% | -5.40% | +25.76% | -0.91% | -2.16% | 15:58 | 08:14 | 10:09 | 12:10 | 22:30 | 29:45 | 12:21 | 09:08 |
 | Ghost Scepter | 12 | 2.63% | 42.5 | 50.00% | +4.05% | +16.67% | -16.67% | 0.00% | 37:42 | 25:52 | 28:50 | 33:40 | 39:10 | 1:06:43 | 10:20 | 07:39 |
 | Crystalys | 9 | 1.97% | 41.1 | 55.56% | +9.70% | +44.44% | -55.56% | 0.00% | 42:17 | 33:26 | 34:19 | 40:56 | 44:16 | 56:37 | 09:57 | 07:22 |
 | Aghanim's Shard | 16 | 3.51% | 39.7 | 43.75% | -2.39% | +6.25% | +6.25% | 0.00% | 33:54 | 16:54 | 24:21 | 30:41 | 37:05 | 1:12:52 | 12:44 | 09:25 |
 | Boots of Travel | 7 | 1.54% | 38.4 | 57.14% | +11.26% | -7.14% | -7.14% | 0.00% | 46:29 | 23:33 | 31:03 | 49:35 | 49:43 | 1:11:58 | 18:40 | 13:49 |
 | Power Treads | 11 | 2.41% | 37.0 | 45.45% | -0.62% | -12.12% | -12.12% | 0.00% | 07:53 | 06:10 | 06:59 | 08:01 | 08:19 | 09:52 | 01:20 | 00:59 |
 | Wraith Band | 15 | 3.29% | 35.6 | 40.00% | -6.26% | +10.00% | +10.00% | 0.00% | 15:27 | 01:30 | 02:54 | 17:07 | 25:51 | 27:26 | 22:57 | 17:00 |
 | Orb of Venom | 25 | 5.48% | 34.2 | 32.00% | -14.87% | -15.33% | +1.33% | 16.66% | 02:27 | -01:29 | -01:29 | -01:28 | -00:57 | 33:45 | 00:32 | 00:23 |
 | Overwhelming Blink | 6 | 1.32% | 32.9 | 50.00% | +4.00% | +50.00% | -50.00% | 0.00% | 47:23 | 37:06 | 40:21 | 42:48 | 54:35 | 55:28 | 14:14 | 10:32 |
 | Silver Edge | 6 | 1.32% | 31.5 | 50.00% | +4.00% | 0.00% | -50.00% | 0.00% | 45:39 | 40:43 | 41:20 | 42:52 | 48:00 | 56:42 | 06:40 | 04:56 |
 | Sange | 6 | 1.32% | 30.1 | 50.00% | +4.00% | -50.00% | -50.00% | 0.00% | 37:21 | 31:52 | 32:22 | 36:03 | 40:56 | 43:31 | 08:34 | 06:20 |
 | Solar Crest | 6 | 1.32% | 28.8 | 50.00% | +4.00% | 0.00% | -50.00% | 0.00% | 33:21 | 20:34 | 23:49 | 24:23 | 38:43 | 1:01:49 | 14:54 | 11:02 |
 | Cornucopia | 3 | 0.66% | 27.4 | 66.67% | +20.75% | +33.33% | 0.00% | 0.00% | 52:12 | 34:55 | 34:55 | 36:49 | 1:24:51 | 1:24:51 | 49:56 | 36:59 |
 | Vanguard | 3 | 0.66% | 26.0 | 66.67% | +20.75% | +33.33% | 0.00% | 0.00% | 22:39 | 07:28 | 07:28 | 07:56 | 52:32 | 52:32 | 45:04 | 33:22 |
 | Heaven's Halberd | 3 | 0.66% | 24.7 | 66.67% | +20.75% | -66.67% | 0.00% | 0.00% | 37:36 | 35:27 | 35:27 | 37:55 | 39:27 | 39:27 | 04:00 | 02:57 |
 | Vladmir's Offering | 3 | 0.66% | 23.3 | 66.67% | +20.75% | +33.33% | 0.00% | 0.00% | 31:22 | 17:34 | 17:34 | 28:24 | 48:09 | 48:09 | 30:35 | 22:39 |
 | Morbid Mask | 3 | 0.66% | 21.9 | 66.67% | +20.75% | +33.33% | 0.00% | 0.00% | 28:51 | 15:38 | 15:38 | 23:01 | 47:55 | 47:55 | 32:17 | 23:54 |
 | Crown | 7 | 1.54% | 20.5 | 42.86% | -3.24% | +7.14% | -42.86% | 0.00% | 30:44 | 18:37 | 21:47 | 22:44 | 29:12 | 1:01:44 | 07:25 | 05:29 |
 | Maelstrom | 1 | 0.22% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:53 | 15:53 | 15:53 | 15:53 | 15:53 | 15:53 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.22% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.22% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 1:17:16 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.22% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 0.44% | 13.7 | 50.00% | +3.96% | -50.00% | 0.00% | 0.00% | 43:09 | 33:51 | 33:51 | 52:26 | 52:26 | 52:26 | 18:35 | 13:45 |
 | Crimson Guard | 2 | 0.44% | 12.3 | 50.00% | +3.96% | +50.00% | 0.00% | 0.00% | 41:57 | 31:21 | 31:21 | 52:32 | 52:32 | 52:32 | 21:11 | 15:41 |
 | Moon Shard | 2 | 0.44% | 11.0 | 50.00% | +3.96% | +50.00% | 0.00% | 0.00% | 50:16 | 45:31 | 45:31 | 55:00 | 55:00 | 55:00 | 09:29 | 07:01 |
 | Orb of Corrosion | 5 | 1.10% | 9.6 | 20.00% | -26.34% | -20.00% | -20.00% | 0.00% | 12:20 | 06:06 | 06:06 | 08:46 | 15:30 | 23:40 | 09:24 | 06:57 |
 | Helm of Iron Will | 6 | 1.32% | 8.2 | 16.67% | -29.77% | +33.33% | -16.67% | 0.00% | 42:31 | 29:23 | 38:47 | 41:07 | 47:38 | 51:49 | 08:51 | 06:33 |
 | Urn of Shadows | 6 | 1.32% | 6.8 | 16.67% | -29.77% | -16.67% | -16.67% | 0.00% | 12:32 | 05:02 | 06:20 | 13:53 | 15:11 | 20:23 | 08:51 | 06:33 |
 | Nullifier | 3 | 0.66% | 5.5 | 0.00% | -46.36% | 0.00% | 0.00% | 0.00% | 44:26 | 38:58 | 38:58 | 46:36 | 47:45 | 47:45 | 08:47 | 06:30 |
 | Spirit Vessel | 3 | 0.66% | 4.1 | 0.00% | -46.36% | 0.00% | 0.00% | 0.00% | 21:27 | 13:56 | 13:56 | 20:29 | 29:55 | 29:55 | 15:59 | 11:50 |
 | Soul Ring | 1 | 0.22% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 00:00 | 00:00 |
 | Radiance | 1 | 0.22% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 26:57 | 00:00 | 00:00 |