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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 | |
 | Lotus Orb | 74 | 27.01% | 100.0 | 67.57% | +22.07% | +6.11% | +4.65% | -0.26% | 29:45 | 19:40 | 25:58 | 27:59 | 31:38 | 58:17 | 05:40 | 04:11 |
 | Void Stone | 80 | 29.20% | 98.2 | 66.25% | +20.89% | +8.75% | -1.25% | -1.60% | 29:59 | 19:40 | 25:05 | 27:54 | 31:21 | 58:17 | 06:16 | 04:38 |
 | Crimson Guard | 42 | 15.33% | 96.4 | 69.05% | +20.77% | +12.77% | -9.05% | -3.35% | 22:38 | 12:20 | 18:22 | 22:02 | 24:53 | 41:55 | 06:31 | 04:49 |
 | Helm of Iron Will | 44 | 16.06% | 94.5 | 68.18% | +19.92% | +13.64% | -13.63% | -3.27% | 21:09 | 09:53 | 16:02 | 21:10 | 24:23 | 41:31 | 08:21 | 06:11 |
 | Aghanim's Scepter | 52 | 18.98% | 92.7 | 65.38% | +17.18% | +11.54% | -11.53% | -2.95% | 34:07 | 20:41 | 29:53 | 32:09 | 37:43 | 54:30 | 07:50 | 05:48 |
 | Buckler | 15 | 5.47% | 90.9 | 80.00% | +30.19% | -5.00% | -5.00% | 0.00% | 29:59 | 18:55 | 22:29 | 29:35 | 34:04 | 47:51 | 11:35 | 08:34 |
 | Magic Wand | 174 | 63.50% | 89.1 | 56.90% | +14.90% | -2.35% | -8.06% | -0.75% | 13:10 | 01:55 | 09:08 | 12:41 | 16:46 | 29:57 | 07:38 | 05:39 |
 | Pipe of Insight | 79 | 28.83% | 87.3 | 60.76% | +13.07% | +4.24% | -5.76% | -2.28% | 22:11 | 11:04 | 19:32 | 21:41 | 23:55 | 41:12 | 04:23 | 03:14 |
 | Heart of Tarrasque | 27 | 9.85% | 85.5 | 70.37% | +20.98% | +1.06% | +1.06% | 0.00% | 35:32 | 13:55 | 30:18 | 37:19 | 41:07 | 47:38 | 10:49 | 08:00 |
 | Hood of Defiance | 214 | 78.10% | 83.6 | 54.67% | +14.67% | +6.44% | -9.39% | -2.66% | 12:48 | 04:34 | 09:34 | 11:17 | 15:31 | 45:02 | 05:57 | 04:24 |
 | Chainmail | 136 | 49.64% | 81.8 | 56.62% | +10.24% | -3.68% | -6.62% | -0.32% | 15:33 | 02:18 | 10:00 | 15:35 | 19:14 | 34:52 | 09:14 | 06:50 |
 | Phase Boots | 115 | 41.97% | 80.0 | 57.39% | +10.22% | +1.23% | +1.23% | 0.00% | 15:37 | 05:19 | 11:15 | 15:30 | 18:25 | 32:42 | 07:10 | 05:18 |
 | Force Staff | 24 | 8.76% | 78.2 | 70.83% | +21.23% | -4.16% | +12.50% | 0.00% | 27:55 | 18:14 | 23:19 | 26:12 | 32:03 | 42:19 | 08:44 | 06:28 |
 | Headdress | 87 | 31.75% | 76.4 | 58.62% | +10.49% | +0.47% | -4.07% | -0.93% | 20:28 | 10:39 | 17:13 | 20:00 | 22:05 | 39:26 | 04:52 | 03:36 |
 | Magic Stick | 249 | 90.88% | 74.5 | 52.61% | +12.61% | -5.84% | +7.07% | 1.46% | 06:35 | -01:29 | 01:14 | 06:55 | 10:05 | 29:14 | 08:51 | 06:33 |
 | Solar Crest | 23 | 8.39% | 72.7 | 69.57% | +19.77% | +13.76% | -2.90% | 0.00% | 26:14 | 19:51 | 23:16 | 25:20 | 26:55 | 34:53 | 03:39 | 02:42 |
 | Boots of Speed | 274 | 100.00% | 70.9 | 51.46% | +51.46% | +2.16% | -16.17% | -7.86% | 07:19 | -01:29 | 06:22 | 07:31 | 08:42 | 13:52 | 02:20 | 01:43 |
 | Ring of Health | 266 | 97.08% | 69.1 | 51.50% | +1.50% | +9.69% | -12.11% | -20.44% | 03:59 | 01:37 | 03:02 | 03:26 | 04:06 | 27:48 | 01:04 | 00:47 |
 | Fluffy Hat | 25 | 9.12% | 67.3 | 68.00% | +18.20% | -18.00% | +32.00% | 7.13% | 24:35 | 15:36 | 19:20 | 23:10 | 26:21 | 42:19 | 07:01 | 05:11 |
 | Blink Dagger | 266 | 97.08% | 65.5 | 51.13% | -11.37% | +11.56% | -10.22% | -7.14% | 15:33 | 10:13 | 13:48 | 15:11 | 16:51 | 30:15 | 03:03 | 02:15 |
 | Vanguard | 215 | 78.47% | 63.6 | 51.63% | +0.78% | +9.48% | -10.89% | -11.42% | 07:10 | 04:26 | 05:53 | 06:31 | 07:40 | 30:43 | 01:47 | 01:19 |
 | Crown | 24 | 8.76% | 61.8 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 25:11 | 19:15 | 22:10 | 23:37 | 26:37 | 34:52 | 04:27 | 03:17 |
 | Quelling Blade | 197 | 71.90% | 60.0 | 49.24% | -7.90% | -0.26% | +7.90% | 0.00% | -01:21 | -01:30 | -01:29 | -01:29 | -01:29 | 07:06 | 00:00 | 00:00 |
 | Ring of Protection | 121 | 44.16% | 58.2 | 49.59% | -3.35% | -2.92% | -2.92% | 0.00% | -00:45 | -01:30 | -01:29 | -01:29 | -01:29 | 36:15 | 00:00 | 00:00 |
 | Bracer | 100 | 36.50% | 56.4 | 50.00% | -2.30% | -18.00% | -10.00% | 8.00% | 00:33 | -01:29 | -01:29 | -01:29 | 01:52 | 20:12 | 03:21 | 02:28 |
 | Blight Stone | 26 | 9.49% | 54.5 | 61.54% | +11.14% | -4.40% | +5.13% | 2.60% | 23:12 | 18:40 | 20:10 | 21:27 | 23:50 | 34:52 | 03:40 | 02:42 |
 | Heaven's Halberd | 26 | 9.49% | 52.7 | 61.54% | +11.14% | -4.40% | -11.54% | -0.73% | 30:57 | 21:45 | 25:41 | 30:13 | 35:25 | 41:33 | 09:44 | 07:12 |
 | Medallion of Courage | 26 | 9.49% | 50.9 | 61.54% | +11.14% | -4.40% | +5.13% | 2.92% | 23:17 | 18:40 | 20:34 | 22:25 | 23:50 | 34:52 | 03:16 | 02:25 |
 | Wind Lace | 41 | 14.96% | 49.1 | 56.10% | +5.46% | -16.10% | +13.90% | 1.83% | 17:13 | 01:57 | 06:53 | 19:15 | 23:15 | 34:53 | 16:22 | 12:07 |
 | Sange | 41 | 14.96% | 47.3 | 56.10% | +5.46% | -6.10% | +13.90% | 1.93% | 30:14 | 19:18 | 22:47 | 27:47 | 33:10 | 1:05:41 | 10:23 | 07:41 |
 | Aghanim's Shard | 33 | 12.04% | 45.5 | 57.58% | +6.96% | +29.92% | -20.08% | -5.08% | 30:42 | 20:09 | 22:58 | 26:30 | 32:49 | 48:46 | 09:51 | 07:17 |
 | Arcane Boots | 17 | 6.20% | 43.6 | 64.71% | +14.13% | +10.29% | -14.71% | 0.00% | 23:04 | 16:50 | 19:56 | 21:13 | 23:34 | 38:12 | 03:38 | 02:41 |
 | Black King Bar | 24 | 8.76% | 41.8 | 58.33% | +7.53% | +8.34% | -8.33% | 0.00% | 32:52 | 23:28 | 26:41 | 28:54 | 38:17 | 53:53 | 11:36 | 08:35 |
 | Kaya | 4 | 1.46% | 40.0 | 100.00% | +49.26% | 0.00% | 0.00% | 0.00% | 39:30 | 21:36 | 21:36 | 32:10 | 38:31 | 1:05:41 | 16:55 | 12:31 |
 | Assault Cuirass | 4 | 1.46% | 38.2 | 100.00% | +49.26% | 0.00% | 0.00% | 0.00% | 35:03 | 25:15 | 25:15 | 32:43 | 34:13 | 48:02 | 08:58 | 06:38 |
 | Overwhelming Blink | 8 | 2.92% | 36.4 | 75.00% | +24.25% | +25.00% | -25.00% | 0.00% | 41:59 | 30:57 | 33:22 | 38:29 | 43:58 | 59:48 | 10:36 | 07:51 |
 | Ring of Basilius | 9 | 3.28% | 34.5 | 66.67% | +15.73% | -16.67% | -16.67% | 0.00% | 26:15 | 18:54 | 20:55 | 23:26 | 32:45 | 36:15 | 11:50 | 08:45 |
 | Morbid Mask | 7 | 2.55% | 32.7 | 71.43% | +20.49% | +28.57% | -21.43% | 0.00% | 28:16 | 21:25 | 23:27 | 25:41 | 32:45 | 36:15 | 09:18 | 06:53 |
 | Vladmir's Offering | 7 | 2.55% | 30.9 | 71.43% | +20.49% | -21.43% | -21.43% | 0.00% | 28:52 | 21:35 | 24:09 | 26:24 | 32:52 | 36:15 | 08:43 | 06:27 |
 | Kaya and Sange | 3 | 1.09% | 29.1 | 100.00% | +49.08% | 0.00% | 0.00% | 0.00% | 42:08 | 22:12 | 22:12 | 38:31 | 1:05:41 | 1:05:41 | 43:29 | 32:12 |
 | Power Treads | 3 | 1.09% | 27.3 | 100.00% | +49.08% | 0.00% | 0.00% | 0.00% | 16:02 | 11:51 | 11:51 | 14:52 | 21:22 | 21:22 | 09:31 | 07:02 |
 | Soul Ring | 3 | 1.09% | 25.5 | 100.00% | +49.08% | 0.00% | 0.00% | 0.00% | 17:56 | 14:06 | 14:06 | 19:20 | 20:21 | 20:21 | 06:15 | 04:37 |
 | Tranquil Boots | 12 | 4.38% | 23.6 | 41.67% | -10.24% | -8.34% | -8.34% | 0.00% | 09:17 | 03:24 | 05:25 | 07:01 | 10:04 | 22:45 | 04:39 | 03:26 |
 | Refresher Orb | 5 | 1.82% | 21.8 | 60.00% | +8.70% | +40.00% | -60.00% | 0.00% | 54:44 | 46:51 | 46:51 | 50:36 | 55:34 | 1:12:12 | 08:43 | 06:27 |
 | Aeon Disk | 3 | 1.09% | 20.0 | 66.67% | +15.38% | +33.33% | 0.00% | 0.00% | 42:13 | 34:23 | 34:23 | 43:54 | 48:23 | 48:23 | 14:00 | 10:22 |
 | Shiva's Guard | 3 | 1.09% | 18.2 | 66.67% | +15.38% | +33.33% | 0.00% | 0.00% | 29:03 | 24:19 | 24:19 | 27:18 | 35:31 | 35:31 | 11:12 | 08:17 |
 | Ghost Scepter | 7 | 2.55% | 16.4 | 42.86% | -8.83% | +7.14% | +7.14% | 0.00% | 34:00 | 17:58 | 29:06 | 34:36 | 37:11 | 45:51 | 08:05 | 05:59 |
 | Drum of Endurance | 1 | 0.36% | 14.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.36% | 12.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 48:50 | 00:00 | 00:00 |
 | Radiance | 1 | 0.36% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Bottle | 1 | 0.36% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.36% | 7.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Blade Mail | 3 | 1.09% | 5.5 | 33.33% | -18.33% | -33.33% | 0.00% | 0.00% | 22:29 | 17:34 | 17:34 | 19:01 | 30:53 | 30:53 | 13:19 | 09:51 |
 | Scythe of Vyse | 1 | 0.36% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.36% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |