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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 | |
 | Blink Dagger | 47 | 41.96% | 100.0 | 65.96% | +21.34% | +0.71% | +0.71% | 0.00% | 27:23 | 15:52 | 20:55 | 24:46 | 30:36 | 47:23 | 09:41 | 07:10 |
 | Octarine Core | 47 | 41.96% | 98.2 | 63.83% | +17.68% | -5.50% | -5.50% | 0.00% | 23:38 | 12:30 | 15:40 | 22:35 | 28:56 | 43:06 | 13:16 | 09:49 |
 | Kaya and Sange | 85 | 75.89% | 96.4 | 58.82% | +21.78% | +3.08% | -11.20% | -2.77% | 19:45 | 12:44 | 16:33 | 18:37 | 21:42 | 37:30 | 05:09 | 03:48 |
 | Soul Ring | 79 | 70.54% | 94.6 | 58.23% | +15.81% | +1.77% | -3.23% | -1.82% | 09:50 | 03:38 | 08:16 | 09:50 | 11:01 | 16:01 | 02:45 | 02:02 |
 | Ring of Protection | 80 | 71.43% | 92.9 | 57.50% | +13.75% | +12.50% | -12.50% | -9.87% | 09:16 | -01:29 | 07:43 | 09:07 | 10:15 | 23:41 | 02:32 | 01:52 |
 | Kaya | 93 | 83.04% | 91.1 | 55.91% | +13.80% | -8.08% | -12.43% | -0.77% | 16:46 | 10:05 | 13:25 | 15:38 | 19:03 | 34:37 | 05:38 | 04:10 |
 | Sange | 98 | 87.50% | 89.3 | 55.10% | +12.24% | +8.90% | -5.10% | -2.63% | 19:02 | 10:45 | 15:52 | 18:11 | 21:12 | 37:05 | 05:20 | 03:57 |
 | Magic Stick | 86 | 76.79% | 87.5 | 55.81% | +9.66% | -10.36% | +6.09% | 5.36% | 02:29 | -01:29 | -01:29 | 02:13 | 04:33 | 13:39 | 06:02 | 04:28 |
 | Vanguard | 84 | 75.00% | 85.7 | 55.95% | +9.52% | +1.19% | +1.19% | 0.00% | 07:38 | 03:56 | 05:28 | 06:41 | 09:35 | 14:23 | 04:07 | 03:02 |
 | Scythe of Vyse | 39 | 34.82% | 83.9 | 61.54% | +12.22% | +8.46% | -21.54% | -4.20% | 35:20 | 26:57 | 31:10 | 34:24 | 38:19 | 56:03 | 07:09 | 05:17 |
 | Shiva's Guard | 15 | 13.39% | 82.1 | 73.33% | +22.81% | +1.67% | +1.67% | 0.00% | 34:52 | 21:39 | 33:59 | 35:31 | 36:39 | 49:10 | 02:40 | 01:58 |
 | Arcane Boots | 112 | 100.00% | 80.4 | 53.57% | +53.57% | 0.00% | -10.71% | -3.87% | 07:57 | 04:45 | 06:16 | 07:55 | 09:02 | 15:26 | 02:46 | 02:02 |
 | Boots of Speed | 112 | 100.00% | 78.6 | 53.57% | +53.57% | 0.00% | -7.14% | -2.19% | 05:39 | 01:36 | 03:48 | 05:48 | 07:04 | 12:14 | 03:16 | 02:25 |
 | Void Stone | 92 | 82.14% | 76.8 | 54.35% | +4.35% | -2.18% | -2.18% | 0.00% | 21:13 | 08:02 | 14:10 | 19:54 | 26:51 | 42:46 | 12:41 | 09:23 |
 | Magic Wand | 109 | 97.32% | 75.0 | 53.21% | -13.46% | -8.77% | +13.46% | 3.12% | 04:45 | -01:29 | -01:26 | 04:43 | 08:33 | 15:58 | 09:59 | 07:23 |
 | Bottle | 36 | 32.14% | 73.2 | 61.11% | +11.11% | +16.67% | -5.55% | -22.22% | 01:25 | 00:14 | 01:15 | 01:27 | 01:34 | 02:04 | 00:19 | 00:14 |
 | Ring of Health | 99 | 88.39% | 71.4 | 53.54% | -0.31% | +6.46% | -13.54% | -4.04% | 06:19 | 01:14 | 02:39 | 03:12 | 07:36 | 37:35 | 04:57 | 03:40 |
 | Boots of Travel | 14 | 12.50% | 69.6 | 71.43% | +20.41% | -46.43% | -4.76% | 4.37% | 36:32 | 21:36 | 31:37 | 36:11 | 41:09 | 53:00 | 09:32 | 07:03 |
 | Aghanim's Scepter | 32 | 28.57% | 67.9 | 59.38% | +8.13% | +15.62% | -34.38% | -7.01% | 29:12 | 17:21 | 23:58 | 27:54 | 31:06 | 53:00 | 07:08 | 05:17 |
 | Pipe of Insight | 16 | 14.29% | 66.1 | 62.50% | +10.42% | +12.50% | +12.50% | 0.00% | 19:43 | 13:24 | 15:27 | 19:15 | 22:55 | 25:34 | 07:28 | 05:31 |
 | Lotus Orb | 39 | 34.82% | 64.3 | 51.28% | -3.51% | +8.72% | -21.28% | -4.40% | 21:13 | 12:17 | 17:21 | 20:05 | 24:10 | 37:36 | 06:49 | 05:02 |
 | Headdress | 18 | 16.07% | 62.5 | 55.56% | +2.37% | +24.44% | +19.44% | -0.58% | 17:42 | 10:27 | 13:31 | 16:39 | 22:07 | 25:11 | 08:36 | 06:22 |
 | Heart of Tarrasque | 9 | 8.04% | 60.7 | 66.67% | +14.24% | -16.67% | +33.33% | 0.00% | 37:02 | 30:53 | 31:00 | 35:47 | 40:12 | 47:12 | 09:12 | 06:48 |
 | Overwhelming Blink | 9 | 8.04% | 58.9 | 66.67% | +14.24% | -16.67% | -16.67% | 0.00% | 45:16 | 35:18 | 39:54 | 44:22 | 48:47 | 55:16 | 08:53 | 06:34 |
 | Linken's Sphere | 10 | 8.93% | 57.1 | 60.00% | +7.06% | +6.67% | +40.00% | 0.00% | 36:28 | 26:14 | 33:04 | 34:38 | 40:21 | 47:07 | 07:17 | 05:23 |
 | Cornucopia | 10 | 8.93% | 55.4 | 60.00% | +7.06% | +6.67% | +40.00% | 0.00% | 35:14 | 24:41 | 31:09 | 33:54 | 40:21 | 46:46 | 09:12 | 06:48 |
 | Black King Bar | 24 | 21.43% | 53.6 | 45.83% | -9.85% | -29.16% | -12.50% | 2.02% | 30:06 | 20:18 | 23:27 | 26:14 | 31:43 | 1:05:42 | 08:16 | 06:07 |
 | Aghanim's Shard | 16 | 14.29% | 51.8 | 50.00% | -4.17% | -25.00% | 0.00% | 2.16% | 35:22 | 25:04 | 30:35 | 31:42 | 42:08 | 48:50 | 11:33 | 08:33 |
 | Heaven's Halberd | 16 | 14.29% | 50.0 | 50.00% | -4.17% | +25.00% | 0.00% | -7.32% | 24:19 | 14:23 | 21:29 | 23:43 | 24:54 | 34:39 | 03:25 | 02:31 |
 | Boots of Travel 2 | 9 | 8.04% | 48.2 | 55.56% | +2.16% | +44.44% | -55.56% | 0.00% | 50:17 | 39:32 | 41:57 | 49:56 | 54:14 | 1:05:02 | 12:17 | 09:05 |
 | Bracer | 22 | 19.64% | 46.4 | 40.91% | -15.76% | +9.09% | -0.91% | -5.88% | 03:03 | 01:10 | 02:11 | 02:57 | 03:53 | 05:36 | 01:42 | 01:15 |
 | Bloodstone | 2 | 1.79% | 44.6 | 100.00% | +47.27% | 0.00% | 0.00% | 0.00% | 31:44 | 29:55 | 29:55 | 33:32 | 33:32 | 33:32 | 03:37 | 02:40 |
 | Quelling Blade | 8 | 7.14% | 42.9 | 50.00% | -3.85% | 0.00% | 0.00% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:28 | -01:13 | 00:01 | 00:00 |
 | Eul's Scepter of Divinity | 13 | 11.61% | 41.1 | 30.77% | -25.80% | +2.56% | +35.90% | 2.57% | 22:34 | 14:04 | 15:03 | 19:32 | 28:00 | 36:01 | 12:57 | 09:35 |
 | Wind Lace | 13 | 11.61% | 39.3 | 30.77% | -25.80% | +2.56% | +35.90% | 2.87% | 19:29 | 03:34 | 12:21 | 18:05 | 23:59 | 34:56 | 11:38 | 08:37 |
 | Helm of Iron Will | 8 | 7.14% | 37.5 | 37.50% | -17.31% | +12.50% | +12.50% | 0.00% | 15:05 | 09:54 | 11:48 | 16:12 | 17:26 | 18:25 | 05:38 | 04:10 |
 | Crimson Guard | 8 | 7.14% | 35.7 | 37.50% | -17.31% | -37.50% | +12.50% | 0.00% | 16:58 | 11:46 | 13:54 | 17:06 | 18:04 | 21:25 | 04:10 | 03:05 |
 | Desolator | 1 | 0.89% | 33.9 | 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 |
 | Chainmail | 6 | 5.36% | 32.1 | 33.33% | -21.39% | -33.33% | -33.33% | 0.00% | 12:23 | 05:08 | 05:21 | 12:24 | 15:42 | 22:31 | 10:21 | 07:40 |
 | Dagon | 2 | 1.79% | 30.4 | 50.00% | -3.64% | -50.00% | 0.00% | 0.00% | 47:43 | 46:22 | 46:22 | 49:03 | 49:03 | 49:03 | 02:41 | 01:59 |
 | Guardian Greaves | 3 | 2.68% | 28.6 | 33.33% | -20.80% | -33.33% | 0.00% | 0.00% | 24:22 | 20:32 | 20:32 | 25:54 | 26:39 | 26:39 | 06:07 | 04:31 |
 | Mekansm | 3 | 2.68% | 26.8 | 33.33% | -20.80% | +66.67% | 0.00% | 0.00% | 17:45 | 13:38 | 13:38 | 16:41 | 22:55 | 22:55 | 09:17 | 06:52 |
 | Buckler | 3 | 2.68% | 25.0 | 33.33% | -20.80% | -33.33% | 0.00% | 0.00% | 22:53 | 19:39 | 19:39 | 23:41 | 25:20 | 25:20 | 05:41 | 04:12 |
 | Blade Mail | 3 | 2.68% | 23.2 | 33.33% | -20.80% | -33.33% | 0.00% | 0.00% | 11:59 | 08:50 | 08:50 | 11:33 | 15:33 | 15:33 | 06:43 | 04:58 |
 | Dagon (level 5) | 1 | 0.89% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.89% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.89% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.89% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 54:00 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.89% | 14.3 | 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 |
 | Ghost Scepter | 3 | 2.68% | 12.5 | 0.00% | -55.05% | 0.00% | 0.00% | 0.00% | 33:16 | 27:51 | 27:51 | 34:12 | 37:45 | 37:45 | 09:54 | 07:20 |
 | Aghanim's Blessing | 5 | 4.46% | 10.7 | 0.00% | -56.07% | 0.00% | 0.00% | 0.00% | 52:05 | 37:38 | 37:38 | 54:05 | 55:02 | 60:42 | 17:24 | 12:53 |
 | Orb of Venom | 1 | 0.89% | 8.9 | 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 |
 | Ethereal Blade | 1 | 0.89% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.89% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 54:22 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.89% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 28:19 | 00:00 | 00:00 |
 | Diadem | 1 | 0.89% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 00:00 | 00:00 |