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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 | |
 | Bloodthorn | 13 | 14.29% | 100.0 | 84.62% | +48.72% | +15.38% | -17.95% | -3.60% | 34:46 | 26:48 | 28:55 | 32:11 | 38:11 | 50:32 | 09:16 | 06:51 |
 | Buckler | 17 | 18.68% | 98.2 | 70.59% | +34.10% | +29.41% | +4.41% | -4.75% | 32:11 | 22:26 | 28:55 | 31:40 | 34:11 | 44:28 | 05:16 | 03:54 |
 | Orchid Malevolence | 17 | 18.68% | 96.5 | 70.59% | +34.10% | -45.59% | +4.41% | 4.27% | 31:11 | 16:15 | 25:59 | 28:36 | 37:42 | 50:32 | 11:43 | 08:40 |
 | Void Stone | 25 | 27.47% | 94.7 | 64.00% | +29.15% | -47.33% | -14.00% | 3.00% | 32:20 | 15:58 | 25:59 | 31:00 | 37:05 | 50:29 | 11:06 | 08:13 |
 | Heart of Tarrasque | 7 | 7.69% | 93.0 | 85.71% | +46.42% | -35.71% | +14.29% | 7.79% | 27:04 | 20:17 | 21:41 | 26:48 | 28:06 | 35:18 | 06:25 | 04:45 |
 | Assault Cuirass | 16 | 17.58% | 91.2 | 68.75% | +31.42% | +31.25% | +6.25% | -5.70% | 33:29 | 24:17 | 29:55 | 33:12 | 34:18 | 44:36 | 04:23 | 03:14 |
 | Ring of Protection | 22 | 24.18% | 89.5 | 63.64% | +27.41% | -13.64% | +16.36% | 2.64% | 26:11 | 03:09 | 22:25 | 29:31 | 33:47 | 44:28 | 11:22 | 08:25 |
 | Mage Slayer | 23 | 25.27% | 87.7 | 60.87% | +24.11% | +5.80% | -10.87% | -1.90% | 28:59 | 21:46 | 23:21 | 28:26 | 32:08 | 49:50 | 08:47 | 06:30 |
 | Eye of Skadi | 13 | 14.29% | 86.0 | 69.23% | +30.77% | +30.77% | -2.56% | -4.73% | 33:40 | 23:47 | 27:15 | 32:03 | 34:18 | 56:31 | 07:03 | 05:13 |
 | Echo Sabre | 60 | 65.93% | 84.2 | 51.67% | +25.86% | +8.33% | -11.67% | -11.54% | 15:49 | 12:14 | 14:51 | 15:27 | 16:35 | 24:07 | 01:44 | 01:17 |
 | Black King Bar | 76 | 83.52% | 82.5 | 46.05% | +19.38% | +17.11% | -25.00% | -11.48% | 22:20 | 16:50 | 19:44 | 21:28 | 23:24 | 42:32 | 03:40 | 02:42 |
 | Armlet of Mordiggian | 83 | 91.21% | 80.7 | 44.58% | +19.58% | +7.80% | -11.25% | -13.77% | 12:00 | 07:58 | 11:09 | 11:51 | 12:32 | 18:06 | 01:23 | 01:01 |
 | Blink Dagger | 65 | 71.43% | 78.9 | 46.15% | +11.53% | -2.40% | +10.10% | 1.83% | 22:02 | 12:12 | 18:07 | 22:03 | 24:57 | 31:22 | 06:50 | 05:03 |
 | Helm of Iron Will | 84 | 92.31% | 77.2 | 44.05% | +15.48% | +17.85% | -5.95% | -12.00% | 10:38 | 02:57 | 09:13 | 10:19 | 11:12 | 30:51 | 01:59 | 01:28 |
 | Magic Wand | 79 | 86.81% | 75.4 | 44.30% | +10.97% | +5.70% | +10.70% | 0.89% | 03:40 | -01:29 | -01:29 | 02:16 | 07:06 | 18:43 | 08:35 | 06:21 |
 | Power Treads | 90 | 98.90% | 73.7 | 43.33% | +43.33% | +0.15% | +2.12% | 1.06% | 06:26 | 03:38 | 05:26 | 06:03 | 07:17 | 11:30 | 01:51 | 01:22 |
 | Boots of Speed | 91 | 100.00% | 71.9 | 42.86% | +42.86% | +9.31% | -16.77% | -11.42% | 04:09 | 00:57 | 02:44 | 03:58 | 05:01 | 08:51 | 02:17 | 01:41 |
 | Quelling Blade | 67 | 73.63% | 70.2 | 43.28% | +1.61% | -2.10% | +3.78% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 05:26 | 00:00 | 00:00 |
 | Overwhelming Blink | 5 | 5.49% | 68.4 | 80.00% | +39.30% | +20.00% | +20.00% | 0.00% | 37:47 | 31:58 | 31:58 | 37:47 | 40:15 | 41:28 | 08:17 | 06:08 |
 | Bracer | 34 | 37.36% | 66.7 | 44.12% | +2.01% | +11.44% | -19.12% | -23.51% | 02:31 | 00:07 | 01:40 | 02:21 | 02:58 | 09:11 | 01:18 | 00:57 |
 | Magic Stick | 65 | 71.43% | 64.9 | 38.46% | -15.39% | -0.96% | -0.96% | 0.00% | 00:51 | -01:30 | -01:29 | -01:28 | 01:30 | 13:28 | 02:59 | 02:12 |
 | Ring of Health | 6 | 6.59% | 63.2 | 66.67% | +25.49% | +33.33% | -66.67% | -6.42% | 41:07 | 31:00 | 33:15 | 38:17 | 48:49 | 50:28 | 15:34 | 11:31 |
 | Aghanim's Shard | 38 | 41.76% | 61.4 | 36.84% | -10.33% | +13.16% | -25.73% | -5.11% | 29:46 | 16:31 | 26:19 | 28:05 | 33:56 | 45:56 | 07:37 | 05:38 |
 | Wind Lace | 12 | 13.19% | 59.6 | 50.00% | +8.23% | -50.00% | +16.67% | 13.20% | 08:51 | 02:52 | 05:49 | 07:23 | 10:52 | 17:50 | 05:03 | 03:44 |
 | Orb of Corrosion | 4 | 4.40% | 57.9 | 75.00% | +33.62% | -75.00% | +25.00% | 0.00% | 05:02 | 04:42 | 04:42 | 04:51 | 05:08 | 05:25 | 00:26 | 00:19 |
 | Fluffy Hat | 4 | 4.40% | 56.1 | 75.00% | +33.62% | -75.00% | +25.00% | 0.00% | 03:59 | 03:38 | 03:38 | 03:58 | 04:01 | 04:19 | 00:23 | 00:17 |
 | Arcane Blink | 2 | 2.20% | 54.4 | 100.00% | +58.43% | 0.00% | 0.00% | 0.00% | 35:13 | 29:49 | 29:49 | 40:36 | 40:36 | 40:36 | 10:47 | 07:59 |
 | Crystalys | 8 | 8.79% | 52.6 | 50.00% | +7.83% | 0.00% | 0.00% | 0.00% | 33:31 | 26:39 | 29:23 | 31:13 | 35:03 | 42:19 | 05:40 | 04:11 |
 | Silver Edge | 8 | 8.79% | 50.9 | 50.00% | +7.83% | 0.00% | 0.00% | 0.00% | 33:46 | 26:39 | 29:52 | 31:27 | 35:11 | 42:22 | 05:19 | 03:56 |
 | Skull Basher | 5 | 5.49% | 49.1 | 60.00% | +18.14% | +40.00% | -60.00% | 0.00% | 32:02 | 25:11 | 25:11 | 34:35 | 35:15 | 37:41 | 10:04 | 07:27 |
 | Blight Stone | 5 | 5.49% | 47.4 | 60.00% | +18.14% | -60.00% | -60.00% | 0.00% | 02:21 | 01:04 | 01:04 | 01:42 | 02:16 | 05:33 | 01:12 | 00:53 |
 | Orb of Venom | 5 | 5.49% | 45.6 | 60.00% | +18.14% | +40.00% | +40.00% | 0.00% | 02:05 | 00:27 | 00:27 | 02:32 | 02:53 | 03:13 | 02:26 | 01:48 |
 | Shadow Blade | 16 | 17.58% | 43.9 | 37.50% | -6.50% | +12.50% | +12.50% | 0.00% | 27:55 | 19:20 | 22:20 | 24:57 | 30:15 | 53:06 | 07:55 | 05:51 |
 | Linken's Sphere | 3 | 3.30% | 42.1 | 66.67% | +24.62% | +33.33% | 0.00% | 0.00% | 38:21 | 31:00 | 31:00 | 33:16 | 50:46 | 50:46 | 19:46 | 14:38 |
 | Morbid Mask | 4 | 4.40% | 40.4 | 50.00% | +7.47% | +50.00% | +50.00% | 0.00% | 33:47 | 23:06 | 23:06 | 33:08 | 35:29 | 43:23 | 12:23 | 09:10 |
 | Abyssal Blade | 1 | 1.10% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.10% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.10% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.10% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Soul Ring | 5 | 5.49% | 31.6 | 40.00% | -3.02% | -40.00% | -40.00% | 0.00% | 06:53 | 04:31 | 04:31 | 06:51 | 08:43 | 09:13 | 04:12 | 03:06 |
 | Yasha | 2 | 2.20% | 29.8 | 50.00% | +7.30% | -50.00% | 0.00% | 0.00% | 22:57 | 21:12 | 21:12 | 24:41 | 24:41 | 24:41 | 03:29 | 02:34 |
 | Refresher Orb | 2 | 2.20% | 28.1 | 50.00% | +7.30% | -50.00% | 0.00% | 0.00% | 47:01 | 45:05 | 45:05 | 48:57 | 48:57 | 48:57 | 03:52 | 02:51 |
 | Hand of Midas | 2 | 2.20% | 26.3 | 50.00% | +7.30% | +50.00% | 0.00% | 0.00% | 13:38 | 12:47 | 12:47 | 14:28 | 14:28 | 14:28 | 01:41 | 01:14 |
 | Butterfly | 2 | 2.20% | 24.6 | 50.00% | +7.30% | -50.00% | 0.00% | 0.00% | 36:05 | 27:26 | 27:26 | 44:43 | 44:43 | 44:43 | 17:17 | 12:48 |
 | Aghanim's Scepter | 2 | 2.20% | 22.8 | 50.00% | +7.30% | -50.00% | 0.00% | 0.00% | 43:32 | 35:30 | 35:30 | 51:34 | 51:34 | 51:34 | 16:04 | 11:54 |
 | Sange and Yasha | 2 | 2.20% | 21.1 | 50.00% | +7.30% | -50.00% | 0.00% | 0.00% | 23:21 | 21:32 | 21:32 | 25:09 | 25:09 | 25:09 | 03:37 | 02:40 |
 | Sange | 3 | 3.30% | 19.3 | 33.33% | -9.85% | -33.33% | 0.00% | 0.00% | 18:36 | 14:33 | 14:33 | 18:57 | 22:18 | 22:18 | 07:45 | 05:44 |
 | Aether Lens | 3 | 3.30% | 17.5 | 33.33% | -9.85% | -33.33% | 0.00% | 0.00% | 27:13 | 21:06 | 21:06 | 25:05 | 35:27 | 35:27 | 14:21 | 10:37 |
 | Satanic | 3 | 3.30% | 15.8 | 33.33% | -9.85% | +66.67% | 0.00% | 0.00% | 31:39 | 25:02 | 25:02 | 33:29 | 36:25 | 36:25 | 11:23 | 08:25 |
 | Swift Blink | 1 | 1.10% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Javelin | 2 | 2.20% | 12.3 | 0.00% | -43.82% | 0.00% | 0.00% | 0.00% | 49:24 | 44:35 | 44:35 | 54:12 | 54:12 | 54:12 | 09:37 | 07:07 |
 | Monkey King Bar | 1 | 1.10% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.10% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.10% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.10% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.10% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.10% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |