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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 | |
 | Boots of Travel | 27 | 13.78% | 100.0 | 81.48% | +31.18% | +4.23% | -10.05% | -1.58% | 35:50 | 21:36 | 30:42 | 36:11 | 39:45 | 53:00 | 09:03 | 06:42 |
 | Overwhelming Blink | 18 | 9.18% | 98.4 | 83.33% | +31.64% | -3.33% | -8.33% | -0.74% | 43:16 | 27:21 | 39:54 | 42:36 | 46:40 | 59:54 | 06:46 | 05:00 |
 | Blink Dagger | 81 | 41.33% | 96.8 | 65.43% | +18.47% | +9.57% | +9.57% | 0.00% | 27:51 | 15:32 | 21:02 | 26:02 | 32:46 | 47:23 | 11:44 | 08:41 |
 | Scythe of Vyse | 62 | 31.63% | 95.2 | 66.13% | +16.88% | +8.87% | -6.13% | -1.76% | 35:28 | 21:11 | 30:40 | 34:24 | 39:12 | 56:03 | 08:32 | 06:19 |
 | Octarine Core | 72 | 36.73% | 93.5 | 62.50% | +12.50% | -1.39% | -1.39% | 0.00% | 24:18 | 12:30 | 15:40 | 22:35 | 30:53 | 50:42 | 15:13 | 11:16 |
 | Kaya and Sange | 153 | 78.06% | 91.9 | 57.52% | +13.33% | +10.90% | -2.26% | -2.15% | 19:51 | 12:42 | 15:52 | 18:25 | 22:00 | 37:30 | 06:08 | 04:32 |
 | Pipe of Insight | 27 | 13.78% | 90.3 | 70.37% | +18.30% | +15.34% | +15.34% | 0.00% | 19:38 | 13:24 | 15:52 | 19:15 | 22:33 | 32:34 | 06:41 | 04:57 |
 | Heart of Tarrasque | 22 | 11.22% | 88.7 | 72.73% | +20.43% | -6.06% | +7.27% | 1.64% | 34:46 | 25:10 | 30:53 | 33:25 | 39:00 | 47:12 | 08:07 | 06:00 |
 | Kaya | 165 | 84.18% | 87.1 | 56.36% | +11.20% | -2.70% | -5.14% | -0.39% | 16:45 | 09:11 | 12:50 | 15:12 | 19:03 | 35:30 | 06:13 | 04:36 |
 | Magic Stick | 148 | 75.51% | 85.5 | 56.76% | +8.84% | -13.52% | +2.70% | 5.15% | 02:42 | -01:29 | -01:29 | 02:16 | 04:38 | 13:39 | 06:07 | 04:31 |
 | Void Stone | 149 | 76.02% | 83.9 | 56.38% | +7.44% | -2.33% | -5.03% | -0.21% | 21:08 | 07:50 | 14:09 | 20:01 | 26:57 | 50:01 | 12:48 | 09:28 |
 | Sange | 169 | 86.22% | 82.3 | 55.62% | +7.47% | +18.19% | -0.86% | -3.26% | 19:01 | 10:45 | 15:25 | 17:43 | 21:16 | 37:05 | 05:51 | 04:20 |
 | Ring of Protection | 142 | 72.45% | 80.6 | 56.34% | +6.34% | +7.55% | -7.77% | -5.57% | 09:27 | -01:29 | 07:31 | 08:56 | 10:16 | 46:42 | 02:45 | 02:02 |
 | Magic Wand | 192 | 97.96% | 79.0 | 54.69% | +4.69% | -6.77% | +9.89% | 2.39% | 04:41 | -01:30 | -01:28 | 04:32 | 08:27 | 15:58 | 09:55 | 07:20 |
 | Boots of Speed | 196 | 100.00% | 77.4 | 54.59% | +54.59% | +4.59% | -7.65% | -3.64% | 05:35 | 01:34 | 03:46 | 05:32 | 07:08 | 12:14 | 03:22 | 02:29 |
 | Arcane Boots | 196 | 100.00% | 75.8 | 54.59% | +54.59% | +6.63% | -9.69% | -5.86% | 07:53 | 04:14 | 06:18 | 07:45 | 09:05 | 15:26 | 02:47 | 02:03 |
 | Soul Ring | 139 | 70.92% | 74.2 | 56.12% | +5.24% | +3.88% | -1.83% | -1.91% | 10:00 | 03:38 | 07:58 | 09:30 | 10:57 | 46:42 | 02:59 | 02:12 |
 | Ring of Health | 169 | 86.22% | 72.6 | 54.44% | -1.12% | +0.32% | -4.44% | -0.95% | 06:29 | 00:40 | 02:35 | 03:07 | 07:36 | 50:01 | 05:01 | 03:42 |
 | Vanguard | 136 | 69.39% | 71.0 | 55.15% | +1.82% | +9.56% | +3.67% | -1.71% | 07:13 | 03:44 | 05:23 | 06:27 | 08:50 | 14:23 | 03:27 | 02:33 |
 | Headdress | 31 | 15.82% | 69.4 | 64.52% | +11.79% | +22.98% | -2.02% | -3.71% | 16:38 | 09:57 | 13:30 | 15:34 | 20:14 | 25:11 | 06:44 | 04:59 |
 | Shiva's Guard | 31 | 15.82% | 67.7 | 64.52% | +11.79% | +10.48% | -2.02% | -2.05% | 34:51 | 21:39 | 32:13 | 35:31 | 38:19 | 49:10 | 06:06 | 04:31 |
 | Bottle | 57 | 29.08% | 66.1 | 57.89% | +4.65% | +6.40% | -15.03% | -21.43% | 01:34 | 00:14 | 01:20 | 01:33 | 01:43 | 03:46 | 00:23 | 00:17 |
 | Bracer | 42 | 21.43% | 64.5 | 59.52% | +6.27% | +4.12% | +0.48% | -2.16% | 03:01 | 01:10 | 02:11 | 03:10 | 03:52 | 05:36 | 01:41 | 01:14 |
 | Aghanim's Scepter | 71 | 36.22% | 62.9 | 54.93% | +0.53% | +22.85% | -10.49% | -4.02% | 26:48 | 17:21 | 21:34 | 25:25 | 29:52 | 53:00 | 08:18 | 06:08 |
 | Quelling Blade | 14 | 7.14% | 61.3 | 71.43% | +18.13% | +3.57% | -4.76% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -01:13 | 00:00 | 00:00 |
 | Lotus Orb | 65 | 33.16% | 59.7 | 50.77% | -5.72% | -0.77% | -13.27% | -1.45% | 22:05 | 11:08 | 16:57 | 20:35 | 25:35 | 43:50 | 08:38 | 06:23 |
 | Boots of Travel 2 | 14 | 7.14% | 58.1 | 64.29% | +10.44% | +35.71% | -64.29% | 0.00% | 48:39 | 34:42 | 40:25 | 46:31 | 55:56 | 1:05:02 | 15:31 | 11:29 |
 | Cornucopia | 14 | 7.14% | 56.5 | 64.29% | +10.44% | +10.71% | +35.71% | 0.00% | 34:36 | 24:26 | 28:12 | 33:51 | 40:21 | 48:14 | 12:09 | 09:00 |
 | Linken's Sphere | 14 | 7.14% | 54.8 | 64.29% | +10.44% | -14.29% | +35.71% | 0.00% | 36:57 | 26:14 | 32:30 | 34:38 | 41:16 | 48:14 | 08:46 | 06:29 |
 | Aghanim's Shard | 31 | 15.82% | 53.2 | 51.61% | -3.54% | -1.61% | -1.61% | 0.00% | 32:32 | 15:29 | 25:04 | 31:41 | 37:05 | 49:48 | 12:01 | 08:54 |
 | Black King Bar | 42 | 21.43% | 51.6 | 47.62% | -8.87% | -20.35% | -7.62% | 1.47% | 30:02 | 18:29 | 23:04 | 25:40 | 31:43 | 1:05:42 | 08:39 | 06:24 |
 | Eul's Scepter of Divinity | 25 | 12.76% | 50.0 | 52.00% | -2.97% | -2.00% | -2.00% | 0.00% | 22:13 | 13:18 | 15:03 | 19:32 | 25:58 | 59:24 | 10:55 | 08:05 |
 | Wind Lace | 25 | 12.76% | 48.4 | 52.00% | -2.97% | -2.00% | -2.00% | 0.00% | 20:03 | 03:34 | 13:22 | 18:05 | 23:57 | 59:11 | 10:35 | 07:50 |
 | Heaven's Halberd | 23 | 11.73% | 46.8 | 52.17% | -2.74% | +14.50% | -2.17% | -3.24% | 24:15 | 14:23 | 21:29 | 24:06 | 26:38 | 34:39 | 05:09 | 03:48 |
 | Helm of Iron Will | 17 | 8.67% | 45.2 | 52.94% | -1.81% | -2.94% | -2.94% | 0.00% | 19:46 | 09:49 | 11:55 | 18:18 | 20:28 | 56:06 | 08:33 | 06:20 |
 | Crimson Guard | 15 | 7.65% | 43.5 | 53.33% | -1.37% | -3.33% | -3.33% | 0.00% | 18:25 | 11:14 | 15:21 | 19:14 | 20:40 | 25:51 | 05:19 | 03:56 |
 | Chainmail | 13 | 6.63% | 41.9 | 53.85% | -0.79% | -20.52% | -20.52% | 0.00% | 13:46 | 05:08 | 10:37 | 13:34 | 16:48 | 22:31 | 06:11 | 04:34 |
 | Mekansm | 8 | 4.08% | 40.3 | 62.50% | +8.24% | +37.50% | -12.50% | 0.00% | 15:38 | 11:17 | 13:30 | 14:17 | 16:41 | 22:55 | 03:11 | 02:21 |
 | Guardian Greaves | 8 | 4.08% | 38.7 | 62.50% | +8.24% | +37.50% | -12.50% | 0.00% | 20:16 | 14:03 | 16:54 | 19:03 | 21:53 | 26:39 | 04:59 | 03:41 |
 | Buckler | 8 | 4.08% | 37.1 | 62.50% | +8.24% | +37.50% | -12.50% | 0.00% | 18:26 | 13:00 | 13:16 | 16:27 | 21:06 | 25:20 | 07:50 | 05:48 |
 | Bloodstone | 6 | 3.06% | 35.5 | 66.67% | +12.46% | -16.67% | +33.33% | 0.00% | 31:21 | 24:56 | 26:48 | 29:55 | 35:02 | 37:51 | 08:14 | 06:05 |
 | Eternal Shroud | 6 | 3.06% | 33.9 | 50.00% | -4.74% | 0.00% | +50.00% | 0.00% | 22:29 | 13:06 | 18:53 | 21:48 | 28:19 | 30:13 | 09:26 | 06:59 |
 | Refresher Orb | 1 | 0.51% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.51% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 35:59 | 00:00 | 00:00 |
 | Yasha | 1 | 0.51% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Desolator | 1 | 0.51% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.51% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Dagon | 5 | 2.55% | 24.2 | 40.00% | -14.97% | -40.00% | +60.00% | 0.00% | 37:09 | 23:01 | 23:01 | 37:53 | 46:22 | 49:03 | 23:21 | 17:17 |
 | Blade Mail | 5 | 2.55% | 22.6 | 40.00% | -14.97% | -40.00% | -40.00% | 0.00% | 15:33 | 08:50 | 08:50 | 15:33 | 20:32 | 21:15 | 11:42 | 08:40 |
 | Ghost Scepter | 7 | 3.57% | 21.0 | 28.57% | -26.99% | +21.43% | -28.57% | 0.00% | 31:33 | 24:31 | 25:59 | 30:14 | 34:12 | 40:22 | 08:13 | 06:05 |
 | Wind Waker | 3 | 1.53% | 19.4 | 33.33% | -21.59% | +66.67% | 0.00% | 0.00% | 50:06 | 36:31 | 36:31 | 54:22 | 59:24 | 59:24 | 22:53 | 16:57 |
 | Dagon (level 4) | 3 | 1.53% | 17.7 | 33.33% | -21.59% | -33.33% | 0.00% | 0.00% | 45:42 | 41:17 | 41:17 | 41:50 | 54:00 | 54:00 | 12:43 | 09:25 |
 | Ethereal Blade | 3 | 1.53% | 16.1 | 33.33% | -21.59% | +66.67% | 0.00% | 0.00% | 28:31 | 27:13 | 27:13 | 28:47 | 29:32 | 29:32 | 02:19 | 01:42 |
 | Dagon (level 5) | 4 | 2.04% | 14.5 | 25.00% | -30.21% | -25.00% | -25.00% | 0.00% | 49:35 | 41:19 | 41:19 | 41:50 | 54:00 | 1:01:10 | 12:41 | 09:23 |
 | Dagon (level 3) | 4 | 2.04% | 12.9 | 25.00% | -30.21% | -25.00% | -25.00% | 0.00% | 46:40 | 34:11 | 34:11 | 40:02 | 54:00 | 58:27 | 19:49 | 14:40 |
 | Dagon (level 2) | 4 | 2.04% | 11.3 | 25.00% | -30.21% | -25.00% | -25.00% | 0.00% | 44:06 | 25:52 | 25:52 | 38:55 | 54:00 | 57:35 | 28:08 | 20:50 |
 | Diadem | 4 | 2.04% | 9.7 | 25.00% | -30.21% | -25.00% | -25.00% | 0.00% | 33:54 | 22:55 | 22:55 | 29:24 | 36:54 | 46:21 | 13:59 | 10:21 |
 | Moon Shard | 1 | 0.51% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.51% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 00:00 | 00:00 |
 | Aghanim's Blessing | 6 | 3.06% | 4.8 | 0.00% | -56.32% | 0.00% | 0.00% | 0.00% | 50:46 | 37:38 | 44:10 | 53:00 | 55:02 | 60:42 | 10:52 | 08:02 |
 | Null Talisman | 1 | 0.51% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.51% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:37 | 04:37 | 04:37 | 04:37 | 04:37 | 04:37 | 00:00 | 00:00 |