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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 | |
 | Morbid Mask | 40 | 12.23% | 100.0 | 80.00% | +32.26% | -10.00% | -10.00% | 0.00% | 30:19 | 15:42 | 24:30 | 28:46 | 34:57 | 47:20 | 10:27 | 07:44 |
 | Void Stone | 112 | 34.25% | 98.4 | 66.07% | +21.88% | -5.36% | +8.93% | 1.00% | 28:56 | 05:11 | 21:34 | 30:27 | 35:52 | 52:19 | 14:18 | 10:35 |
 | Satanic | 29 | 8.87% | 96.8 | 75.86% | +26.53% | -4.43% | -18.72% | -1.52% | 35:13 | 24:41 | 29:59 | 34:09 | 39:24 | 47:32 | 09:25 | 06:58 |
 | Ring of Health | 108 | 33.03% | 95.2 | 64.81% | +19.60% | -20.37% | +12.97% | 1.11% | 24:49 | 01:34 | 04:47 | 30:02 | 34:54 | 52:19 | 30:07 | 22:18 |
 | Buckler | 37 | 11.31% | 93.5 | 72.97% | +24.00% | +15.92% | -17.41% | -4.51% | 34:59 | 17:25 | 30:47 | 34:24 | 38:10 | 47:33 | 07:23 | 05:28 |
 | Refresher Orb | 49 | 14.98% | 91.9 | 69.39% | +20.83% | +13.94% | +13.94% | 0.00% | 37:04 | 28:39 | 33:16 | 36:11 | 41:22 | 49:33 | 08:06 | 06:00 |
 | Overwhelming Blink | 14 | 4.28% | 90.3 | 85.71% | +35.55% | +14.29% | -19.04% | -3.00% | 38:43 | 27:17 | 34:10 | 35:29 | 45:17 | 52:21 | 11:07 | 08:14 |
 | Black King Bar | 274 | 83.79% | 88.7 | 56.93% | +32.40% | +9.74% | -11.34% | -4.67% | 24:37 | 15:37 | 22:09 | 24:25 | 26:40 | 38:12 | 04:31 | 03:20 |
 | Aghanim's Shard | 92 | 28.13% | 87.1 | 58.70% | +9.76% | +23.91% | -6.53% | -3.51% | 31:36 | 21:48 | 26:37 | 29:48 | 35:17 | 52:20 | 08:40 | 06:25 |
 | Ring of Protection | 292 | 89.30% | 85.5 | 53.42% | +16.28% | -6.84% | -4.10% | 0.60% | 04:49 | -01:30 | 02:28 | 04:49 | 07:04 | 31:04 | 04:36 | 03:24 |
 | Soul Ring | 290 | 88.69% | 83.9 | 53.10% | +12.56% | -5.15% | -10.04% | -1.32% | 06:54 | 01:57 | 04:40 | 06:19 | 08:23 | 20:35 | 03:43 | 02:45 |
 | Blink Dagger | 314 | 96.02% | 82.3 | 52.55% | +21.78% | +12.01% | -14.09% | -8.46% | 15:16 | 09:51 | 13:07 | 14:29 | 16:12 | 41:49 | 03:05 | 02:17 |
 | Phase Boots | 272 | 83.18% | 80.6 | 52.94% | +7.49% | +4.41% | 0.00% | -1.38% | 09:55 | 04:14 | 07:35 | 09:08 | 10:47 | 35:38 | 03:12 | 02:22 |
 | Magic Stick | 299 | 91.44% | 79.0 | 52.51% | +9.65% | -3.18% | +3.49% | 0.93% | 04:28 | -01:29 | 00:58 | 03:14 | 08:08 | 22:30 | 07:10 | 05:18 |
 | Helm of Iron Will | 117 | 35.78% | 77.4 | 56.41% | +7.36% | +5.66% | -15.03% | -20.69% | 04:51 | 02:08 | 03:16 | 03:41 | 04:13 | 51:57 | 00:57 | 00:42 |
 | Assault Cuirass | 26 | 7.95% | 75.8 | 69.23% | +19.06% | +2.20% | -19.23% | -4.06% | 37:41 | 27:10 | 34:35 | 36:48 | 39:52 | 52:44 | 05:17 | 03:54 |
 | Chainmail | 276 | 84.40% | 74.2 | 52.54% | +5.48% | +6.88% | -6.16% | -3.46% | 08:56 | 01:33 | 06:05 | 08:04 | 09:51 | 35:38 | 03:46 | 02:47 |
 | Quelling Blade | 305 | 93.27% | 72.6 | 52.13% | +6.68% | +0.50% | +3.13% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 07:31 | 00:00 | 00:00 |
 | Vladmir's Offering | 6 | 1.83% | 71.0 | 100.00% | +49.22% | 0.00% | 0.00% | 0.00% | 27:45 | 19:43 | 22:29 | 30:04 | 30:47 | 32:50 | 08:18 | 06:08 |
 | Ring of Basilius | 6 | 1.83% | 69.4 | 100.00% | +49.22% | 0.00% | 0.00% | 0.00% | 27:08 | 17:25 | 22:29 | 29:01 | 30:35 | 32:49 | 08:06 | 06:00 |
 | Linken's Sphere | 6 | 1.83% | 67.7 | 100.00% | +49.22% | 0.00% | 0.00% | 0.00% | 42:45 | 31:07 | 39:58 | 40:22 | 49:33 | 52:32 | 09:35 | 07:05 |
 | Boots of Speed | 327 | 100.00% | 66.1 | 51.68% | +51.68% | -5.34% | -1.68% | 1.04% | 05:43 | -01:29 | 03:50 | 05:35 | 07:22 | 14:43 | 03:32 | 02:37 |
 | Heaven's Halberd | 28 | 8.56% | 64.5 | 67.86% | +17.69% | -10.72% | +3.57% | 2.54% | 31:09 | 20:17 | 27:35 | 31:38 | 33:12 | 42:44 | 05:37 | 04:09 |
 | Magic Wand | 250 | 76.45% | 62.9 | 52.00% | +1.35% | -4.38% | -2.00% | 0.41% | 09:06 | -01:29 | 05:41 | 08:43 | 11:29 | 31:34 | 05:48 | 04:17 |
 | Armlet of Mordiggian | 80 | 24.46% | 61.3 | 56.25% | +6.05% | +13.75% | -1.25% | -4.15% | 11:18 | 07:08 | 08:37 | 09:51 | 12:14 | 26:41 | 03:37 | 02:40 |
 | Bracer | 81 | 24.77% | 59.7 | 55.56% | +5.15% | -0.56% | -5.56% | -5.00% | 02:48 | -01:29 | 01:59 | 02:26 | 02:56 | 11:39 | 00:57 | 00:42 |
 | Sange | 30 | 9.17% | 58.1 | 63.33% | +12.82% | -0.83% | +22.38% | 4.70% | 28:59 | 17:17 | 26:52 | 29:43 | 31:48 | 42:26 | 04:56 | 03:39 |
 | Lotus Orb | 19 | 5.81% | 56.5 | 68.42% | +17.77% | -28.42% | +11.58% | 12.77% | 36:58 | 21:15 | 33:46 | 35:10 | 36:54 | 60:04 | 03:08 | 02:19 |
 | Eul's Scepter of Divinity | 24 | 7.34% | 54.8 | 62.50% | +11.67% | +20.83% | -12.50% | -6.49% | 19:07 | 12:24 | 15:17 | 19:07 | 20:25 | 27:56 | 05:08 | 03:48 |
 | Bottle | 30 | 9.17% | 53.2 | 56.67% | +5.49% | -6.67% | +14.76% | 21.43% | 02:46 | 00:44 | 01:30 | 01:42 | 01:55 | 26:35 | 00:25 | 00:18 |
 | Wind Lace | 38 | 11.62% | 51.6 | 52.63% | +1.07% | -12.63% | +2.93% | 1.66% | 12:52 | 01:02 | 07:43 | 11:50 | 17:07 | 31:24 | 09:24 | 06:57 |
 | Aeon Disk | 6 | 1.83% | 50.0 | 83.33% | +32.24% | +16.67% | -83.33% | 0.00% | 43:46 | 37:54 | 38:39 | 39:35 | 47:09 | 52:10 | 08:30 | 06:17 |
 | Desolator | 17 | 5.20% | 48.4 | 58.82% | +7.53% | +16.18% | -8.82% | -3.91% | 30:46 | 20:23 | 26:41 | 31:00 | 33:05 | 43:04 | 06:24 | 04:44 |
 | Blight Stone | 33 | 10.09% | 46.8 | 48.48% | -3.56% | +1.52% | +1.52% | 0.00% | 19:01 | 01:28 | 05:19 | 21:38 | 29:08 | 43:04 | 23:49 | 17:38 |
 | Orb of Venom | 24 | 7.34% | 45.2 | 45.83% | -6.32% | +4.17% | -12.50% | -16.67% | 01:54 | -01:29 | -01:28 | 01:07 | 02:00 | 14:07 | 03:28 | 02:34 |
 | Hood of Defiance | 13 | 3.98% | 43.5 | 53.85% | +2.26% | -20.52% | +12.82% | 0.00% | 12:40 | 06:33 | 07:00 | 10:56 | 12:21 | 27:07 | 05:21 | 03:57 |
 | Orb of Corrosion | 8 | 2.45% | 41.9 | 62.50% | +11.09% | -12.50% | -12.50% | 0.00% | 07:30 | 02:40 | 03:35 | 05:20 | 09:17 | 15:32 | 05:42 | 04:13 |
 | Fluffy Hat | 11 | 3.36% | 40.3 | 54.55% | +2.97% | +12.12% | -21.22% | 0.00% | 15:08 | 02:34 | 03:46 | 07:54 | 15:07 | 45:20 | 11:21 | 08:24 |
 | Shadow Blade | 4 | 1.22% | 38.7 | 75.00% | +23.61% | +25.00% | -75.00% | 0.00% | 27:05 | 22:22 | 22:22 | 24:03 | 27:37 | 34:18 | 05:15 | 03:53 |
 | Aether Lens | 2 | 0.61% | 37.1 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 37:51 | 32:18 | 32:18 | 43:24 | 43:24 | 43:24 | 11:06 | 08:13 |
 | Vanguard | 2 | 0.61% | 35.5 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 22:04 | 13:44 | 13:44 | 30:23 | 30:23 | 30:23 | 16:39 | 12:20 |
 | Arcane Boots | 2 | 0.61% | 33.9 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 39:28 | 31:59 | 31:59 | 46:57 | 46:57 | 46:57 | 14:58 | 11:05 |
 | Scythe of Vyse | 2 | 0.61% | 32.3 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 31:51 | 29:00 | 29:00 | 34:42 | 34:42 | 34:42 | 05:42 | 04:13 |
 | Shiva's Guard | 5 | 1.53% | 30.6 | 60.00% | +8.45% | -60.00% | +40.00% | 0.00% | 42:49 | 35:19 | 35:19 | 39:06 | 47:23 | 56:27 | 12:04 | 08:56 |
 | Crown | 5 | 1.53% | 29.0 | 60.00% | +8.45% | +40.00% | +40.00% | 0.00% | 11:37 | 05:30 | 05:30 | 06:35 | 08:45 | 31:24 | 03:15 | 02:24 |
 | Silver Edge | 3 | 0.92% | 27.4 | 66.67% | +15.13% | +33.33% | 0.00% | 0.00% | 32:43 | 27:05 | 27:05 | 32:51 | 38:14 | 38:14 | 11:09 | 08:15 |
 | Crystalys | 3 | 0.92% | 25.8 | 66.67% | +15.13% | +33.33% | 0.00% | 0.00% | 32:16 | 26:36 | 26:36 | 32:23 | 37:49 | 37:49 | 11:13 | 08:18 |
 | Meteor Hammer | 4 | 1.22% | 24.2 | 50.00% | -1.70% | -50.00% | -50.00% | 0.00% | 07:58 | 07:25 | 07:25 | 07:30 | 07:34 | 09:22 | 00:09 | 00:06 |
 | Swift Blink | 1 | 0.31% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.31% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.31% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.31% | 17.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Power Treads | 7 | 2.14% | 16.1 | 28.57% | -23.62% | +21.43% | -28.57% | 0.00% | 09:43 | 07:00 | 07:01 | 10:29 | 11:09 | 12:22 | 04:08 | 03:03 |
 | Solar Crest | 2 | 0.61% | 14.5 | 50.00% | -1.69% | -50.00% | 0.00% | 0.00% | 26:58 | 22:32 | 22:32 | 31:24 | 31:24 | 31:24 | 08:52 | 06:34 |
 | Medallion of Courage | 2 | 0.61% | 12.9 | 50.00% | -1.69% | -50.00% | 0.00% | 0.00% | 26:45 | 22:07 | 22:07 | 31:23 | 31:23 | 31:23 | 09:16 | 06:51 |
 | Aghanim's Scepter | 2 | 0.61% | 11.3 | 50.00% | -1.69% | -50.00% | 0.00% | 0.00% | 34:05 | 32:30 | 32:30 | 35:39 | 35:39 | 35:39 | 03:09 | 02:20 |
 | Ghost Scepter | 2 | 0.61% | 9.7 | 50.00% | -1.69% | +50.00% | 0.00% | 0.00% | 36:46 | 25:44 | 25:44 | 47:47 | 47:47 | 47:47 | 22:03 | 16:20 |
 | Skull Basher | 3 | 0.92% | 8.1 | 33.33% | -18.52% | -33.33% | 0.00% | 0.00% | 40:31 | 36:09 | 36:09 | 39:09 | 46:15 | 46:15 | 10:06 | 07:28 |
 | Force Staff | 3 | 0.92% | 6.5 | 33.33% | -18.52% | -33.33% | 0.00% | 0.00% | 36:35 | 28:59 | 28:59 | 35:26 | 45:20 | 45:20 | 16:21 | 12:06 |
 | Nullifier | 1 | 0.31% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Tranquil Boots | 3 | 0.92% | 3.2 | 0.00% | -52.16% | 0.00% | 0.00% | 0.00% | 11:58 | 11:13 | 11:13 | 12:08 | 12:32 | 12:32 | 01:19 | 00:58 |
 | Divine Rapier | 1 | 0.31% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 00:00 | 00:00 |