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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 | |
 | Kaya and Sange | 44 | 53.01% | 100.0 | 65.91% | +27.45% | -2.27% | -2.27% | 0.00% | 26:10 | 16:22 | 21:56 | 24:43 | 29:13 | 45:41 | 07:17 | 05:23 |
 | Boots of Travel | 41 | 49.40% | 97.9 | 65.85% | +25.37% | +14.15% | -5.85% | -1.82% | 35:15 | 21:08 | 29:31 | 34:45 | 40:32 | 53:04 | 11:01 | 08:09 |
 | Shiva's Guard | 24 | 28.92% | 95.7 | 70.83% | +25.07% | -20.83% | -4.16% | 2.13% | 34:41 | 20:53 | 30:25 | 34:02 | 38:15 | 45:01 | 07:50 | 05:48 |
 | Sange | 45 | 54.22% | 93.6 | 64.44% | +24.97% | +8.29% | -0.80% | -1.20% | 25:34 | 15:45 | 21:09 | 24:22 | 28:43 | 45:27 | 07:34 | 05:36 |
 | Kaya | 58 | 69.88% | 91.5 | 58.62% | +18.62% | +1.38% | -15.76% | -1.87% | 22:12 | 13:08 | 17:00 | 19:46 | 26:11 | 44:50 | 09:11 | 06:48 |
 | Scythe of Vyse | 26 | 31.33% | 89.4 | 65.38% | +18.01% | +6.05% | -15.38% | -3.32% | 37:12 | 26:44 | 33:47 | 36:07 | 40:14 | 55:39 | 06:27 | 04:46 |
 | Magic Wand | 78 | 93.98% | 87.2 | 53.85% | +13.85% | -3.85% | -11.74% | -1.09% | 08:31 | -01:30 | 04:40 | 07:05 | 11:55 | 25:27 | 07:15 | 05:22 |
 | Boots of Speed | 83 | 100.00% | 85.1 | 53.01% | +53.01% | +8.89% | -10.15% | -19.04% | 03:15 | -01:29 | 02:49 | 03:29 | 03:48 | 05:48 | 00:59 | 00:43 |
 | Arcane Boots | 83 | 100.00% | 83.0 | 53.01% | +53.01% | +8.89% | -14.91% | -16.60% | 06:12 | 03:21 | 05:32 | 06:16 | 06:58 | 08:55 | 01:26 | 01:03 |
 | Bloodstone | 77 | 92.77% | 80.9 | 53.25% | +3.25% | +15.17% | -16.41% | -15.40% | 14:22 | 10:48 | 12:59 | 14:14 | 15:02 | 23:22 | 02:03 | 01:31 |
 | Magic Stick | 79 | 95.18% | 78.7 | 51.90% | -23.10% | +18.10% | -11.90% | -29.51% | 03:17 | -01:29 | 02:07 | 02:14 | 03:08 | 16:42 | 01:01 | 00:45 |
 | Black King Bar | 54 | 65.06% | 76.6 | 53.70% | +1.98% | +17.73% | -15.24% | -4.79% | 25:43 | 17:46 | 21:28 | 23:51 | 28:21 | 46:16 | 06:53 | 05:05 |
 | Void Stone | 33 | 39.76% | 74.5 | 57.58% | +7.58% | -20.08% | -7.58% | 1.31% | 33:35 | 09:17 | 28:41 | 34:50 | 38:15 | 55:39 | 09:34 | 07:05 |
 | Bottle | 76 | 91.57% | 72.3 | 50.00% | -35.71% | -2.63% | -2.63% | 0.00% | 01:31 | 00:08 | 01:11 | 01:19 | 01:29 | 06:39 | 00:18 | 00:13 |
 | Blink Dagger | 47 | 56.63% | 70.2 | 48.94% | -9.39% | -7.27% | -7.27% | 0.00% | 29:18 | 10:42 | 24:23 | 29:08 | 33:24 | 52:55 | 09:01 | 06:40 |
 | Wind Lace | 33 | 39.76% | 68.1 | 51.52% | -2.48% | +10.98% | -14.02% | -2.81% | 11:57 | 05:00 | 07:00 | 09:10 | 15:53 | 40:31 | 08:53 | 06:34 |
 | Null Talisman | 3 | 3.61% | 66.0 | 100.00% | +48.75% | 0.00% | 0.00% | 0.00% | 05:38 | 02:45 | 02:45 | 06:12 | 07:58 | 07:58 | 05:13 | 03:51 |
 | Overwhelming Blink | 10 | 12.05% | 63.8 | 60.00% | +7.95% | +40.00% | -60.00% | -17.44% | 42:32 | 34:31 | 39:29 | 42:16 | 45:13 | 52:55 | 05:44 | 04:14 |
 | Aghanim's Shard | 23 | 27.71% | 61.7 | 43.48% | -13.19% | -10.15% | -10.15% | 0.00% | 39:23 | 29:15 | 32:29 | 36:55 | 44:12 | 56:33 | 11:43 | 08:40 |
 | Ghost Scepter | 9 | 10.84% | 59.6 | 55.56% | +2.86% | -5.56% | +44.44% | 3.32% | 32:20 | 23:12 | 23:46 | 35:09 | 38:49 | 41:50 | 15:03 | 11:08 |
 | Buckler | 4 | 4.82% | 57.4 | 75.00% | +23.10% | +25.00% | +25.00% | 0.00% | 12:14 | 11:11 | 11:11 | 11:38 | 12:43 | 13:24 | 01:32 | 01:08 |
 | Headdress | 4 | 4.82% | 55.3 | 75.00% | +23.10% | +25.00% | +25.00% | 0.00% | 07:32 | 05:55 | 05:55 | 07:15 | 07:34 | 09:25 | 01:39 | 01:13 |
 | Mekansm | 4 | 4.82% | 53.2 | 75.00% | +23.10% | +25.00% | +25.00% | 0.00% | 10:59 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 |
 | Chainmail | 4 | 4.82% | 51.1 | 75.00% | +23.10% | +25.00% | -75.00% | 0.00% | 09:25 | 07:54 | 07:54 | 08:46 | 10:24 | 10:34 | 02:30 | 01:51 |
 | Ring of Protection | 4 | 4.82% | 48.9 | 75.00% | +23.10% | +25.00% | +25.00% | 0.00% | 12:14 | 11:10 | 11:10 | 11:37 | 12:43 | 13:24 | 01:33 | 01:08 |
 | Guardian Greaves | 4 | 4.82% | 46.8 | 75.00% | +23.10% | +25.00% | -75.00% | 0.00% | 15:00 | 12:54 | 12:54 | 14:33 | 16:13 | 16:20 | 03:19 | 02:27 |
 | Quelling Blade | 7 | 8.43% | 44.7 | 57.14% | +4.51% | +42.86% | -7.14% | -7.44% | 07:21 | -01:29 | -01:29 | -01:29 | 08:12 | 26:52 | 09:41 | 07:10 |
 | Ring of Health | 9 | 10.84% | 42.6 | 44.44% | -9.61% | +55.56% | -44.44% | -3.48% | 33:53 | 16:32 | 16:44 | 28:41 | 45:26 | 1:06:59 | 28:42 | 21:15 |
 | Boots of Travel 2 | 6 | 7.23% | 40.4 | 50.00% | -3.25% | 0.00% | -50.00% | -3.12% | 52:31 | 39:39 | 42:51 | 50:14 | 58:53 | 1:12:38 | 16:02 | 11:52 |
 | Fluffy Hat | 3 | 3.61% | 38.3 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 12:37 | 06:21 | 06:21 | 06:33 | 24:58 | 24:58 | 18:37 | 13:47 |
 | Hood of Defiance | 3 | 3.61% | 36.2 | 66.67% | +14.17% | +33.33% | 0.00% | 0.00% | 17:51 | 16:52 | 16:52 | 17:17 | 19:23 | 19:23 | 02:31 | 01:51 |
 | Orb of Venom | 1 | 1.20% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 06:48 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.20% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 26:29 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.20% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 6.02% | 27.7 | 40.00% | -13.85% | +60.00% | -40.00% | 0.00% | 37:49 | 31:07 | 31:07 | 33:10 | 33:45 | 58:47 | 02:38 | 01:57 |
 | Eul's Scepter of Divinity | 7 | 8.43% | 25.5 | 28.57% | -26.69% | -28.57% | -28.57% | 0.00% | 30:38 | 14:24 | 17:02 | 20:25 | 25:03 | 1:17:25 | 08:01 | 05:56 |
 | Pipe of Insight | 2 | 2.41% | 23.4 | 50.00% | -3.09% | +50.00% | 0.00% | 0.00% | 22:50 | 19:58 | 19:58 | 25:42 | 25:42 | 25:42 | 05:44 | 04:14 |
 | Lotus Orb | 2 | 2.41% | 21.3 | 50.00% | -3.09% | +50.00% | 0.00% | 0.00% | 27:21 | 25:41 | 25:41 | 29:00 | 29:00 | 29:00 | 03:19 | 02:27 |
 | Aether Lens | 2 | 2.41% | 19.1 | 50.00% | -3.09% | +50.00% | 0.00% | 0.00% | 53:30 | 42:54 | 42:54 | 1:04:06 | 1:04:06 | 1:04:06 | 21:12 | 15:42 |
 | Octarine Core | 2 | 2.41% | 17.0 | 50.00% | -3.09% | +50.00% | 0.00% | 0.00% | 53:33 | 42:59 | 42:59 | 1:04:06 | 1:04:06 | 1:04:06 | 21:07 | 15:38 |
 | Refresher Orb | 3 | 3.61% | 14.9 | 33.33% | -20.42% | +66.67% | 0.00% | 0.00% | 51:20 | 34:21 | 34:21 | 52:38 | 1:07:00 | 1:07:00 | 32:39 | 24:11 |
 | Ethereal Blade | 2 | 2.41% | 12.8 | 0.00% | -54.32% | 0.00% | 0.00% | 0.00% | 31:50 | 24:33 | 24:33 | 39:06 | 39:06 | 39:06 | 14:33 | 10:46 |
 | Linken's Sphere | 1 | 1.20% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.20% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 57:50 | 00:00 | 00:00 |
 | Wraith Band | 2 | 2.41% | 6.4 | 0.00% | -54.32% | 0.00% | 0.00% | 0.00% | 16:07 | 05:57 | 05:57 | 26:16 | 26:16 | 26:16 | 20:19 | 15:02 |
 | Aghanim's Blessing | 1 | 1.20% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.20% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 1:17:25 | 00:00 | 00:00 |