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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 2 | 16 | 16.49% | 100.0 | 100.00% | +51.85% | 0.00% | 0.00% | 0.00% | 43:57 | 32:24 | 35:01 | 39:21 | 46:29 | 1:10:27 | 11:28 | 08:29 |
 | Overwhelming Blink | 9 | 9.28% | 98.0 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 44:38 | 35:20 | 35:29 | 41:14 | 47:21 | 1:04:15 | 11:52 | 08:47 |
 | Sange | 40 | 41.24% | 96.0 | 75.00% | +31.14% | -5.00% | -5.00% | 0.00% | 25:57 | 17:27 | 21:00 | 25:59 | 29:48 | 38:01 | 08:48 | 06:31 |
 | Kaya and Sange | 39 | 40.21% | 94.0 | 74.36% | +29.53% | +5.64% | -4.36% | -1.23% | 26:29 | 17:27 | 21:40 | 26:28 | 29:49 | 38:18 | 08:09 | 06:02 |
 | Shiva's Guard | 26 | 26.80% | 92.0 | 76.92% | +27.62% | +8.79% | -10.25% | -2.41% | 33:55 | 24:39 | 29:32 | 32:38 | 37:26 | 49:56 | 07:54 | 05:51 |
 | Blink Dagger | 64 | 65.98% | 90.0 | 68.75% | +35.42% | +6.25% | +6.25% | 0.00% | 26:48 | 16:02 | 21:30 | 26:38 | 30:05 | 43:30 | 08:35 | 06:21 |
 | Boots of Travel | 42 | 43.30% | 88.0 | 71.43% | +25.98% | +10.39% | -1.43% | -0.92% | 33:05 | 16:55 | 26:28 | 31:32 | 39:16 | 51:34 | 12:48 | 09:28 |
 | Scythe of Vyse | 28 | 28.87% | 86.0 | 75.00% | +25.72% | +10.71% | -3.57% | -1.58% | 39:28 | 26:18 | 33:45 | 38:54 | 42:47 | 52:43 | 09:02 | 06:41 |
 | Void Stone | 41 | 42.27% | 84.0 | 70.73% | +24.30% | +9.27% | -0.73% | -0.47% | 30:55 | 07:24 | 19:14 | 32:56 | 40:30 | 52:43 | 21:16 | 15:45 |
 | Kaya | 50 | 51.55% | 82.0 | 68.00% | +23.32% | +8.92% | -18.00% | -3.45% | 23:31 | 13:08 | 19:18 | 22:18 | 27:06 | 39:03 | 07:48 | 05:46 |
 | Bloodstone | 91 | 93.81% | 80.0 | 59.34% | +42.67% | +23.27% | -24.56% | -26.57% | 14:29 | 11:39 | 13:27 | 14:12 | 15:15 | 19:30 | 01:48 | 01:20 |
 | Magic Wand | 91 | 93.81% | 78.0 | 57.14% | +7.14% | +3.73% | -9.31% | -1.81% | 08:17 | -01:29 | 04:16 | 07:01 | 11:29 | 20:42 | 07:13 | 05:20 |
 | Arcane Boots | 97 | 100.00% | 76.0 | 56.70% | +56.70% | +5.80% | -23.37% | -21.61% | 06:17 | 04:03 | 05:30 | 06:15 | 06:51 | 10:01 | 01:21 | 01:00 |
 | Boots of Speed | 97 | 100.00% | 74.0 | 56.70% | +56.70% | +26.63% | -10.87% | -30.82% | 02:56 | -01:29 | 02:36 | 03:11 | 03:49 | 06:40 | 01:13 | 00:54 |
 | Magic Stick | 91 | 93.81% | 72.0 | 56.04% | -10.63% | +13.53% | +0.48% | -2.99% | 04:11 | -01:29 | 01:48 | 02:21 | 06:10 | 18:44 | 04:22 | 03:14 |
 | Bottle | 85 | 87.63% | 70.0 | 56.47% | -1.86% | +10.20% | +10.20% | 0.00% | 01:48 | 00:12 | 01:10 | 01:22 | 01:36 | 16:25 | 00:26 | 00:19 |
 | Ring of Health | 10 | 10.31% | 68.0 | 80.00% | +25.98% | -13.33% | +20.00% | 1.94% | 34:50 | 19:00 | 24:09 | 32:51 | 41:19 | 1:03:23 | 17:10 | 12:42 |
 | Wind Lace | 52 | 53.61% | 66.0 | 55.77% | -2.01% | +5.77% | -17.31% | -3.32% | 10:27 | 02:42 | 06:50 | 08:26 | 13:47 | 25:27 | 06:57 | 05:08 |
 | Aghanim's Shard | 20 | 20.62% | 64.0 | 65.00% | +10.45% | -25.00% | +35.00% | 4.04% | 41:29 | 16:23 | 33:40 | 41:29 | 48:31 | 57:36 | 14:51 | 11:00 |
 | Black King Bar | 62 | 63.92% | 62.0 | 53.23% | -9.63% | +9.27% | -6.56% | -3.18% | 24:49 | 18:36 | 21:32 | 23:04 | 26:31 | 44:23 | 04:59 | 03:41 |
 | Eul's Scepter of Divinity | 11 | 11.34% | 60.0 | 72.73% | +18.08% | -6.06% | -39.40% | -3.86% | 16:51 | 10:04 | 11:13 | 16:56 | 19:51 | 26:29 | 08:38 | 06:23 |
 | Ghost Scepter | 13 | 13.40% | 58.0 | 61.54% | +5.59% | +38.46% | -28.21% | -6.41% | 24:19 | 15:03 | 18:20 | 24:14 | 28:44 | 35:36 | 10:24 | 07:42 |
 | Linken's Sphere | 6 | 6.19% | 56.0 | 66.67% | +10.63% | +33.33% | -66.67% | -11.83% | 38:23 | 27:55 | 32:52 | 37:29 | 41:19 | 51:34 | 08:27 | 06:15 |
 | Ethereal Blade | 6 | 6.19% | 54.0 | 66.67% | +10.63% | +33.33% | +33.33% | 0.00% | 31:20 | 21:05 | 24:51 | 25:57 | 39:04 | 46:43 | 14:13 | 10:31 |
 | Arcane Blink | 2 | 2.06% | 52.0 | 100.00% | +44.21% | 0.00% | 0.00% | 0.00% | 43:33 | 32:24 | 32:24 | 54:42 | 54:42 | 54:42 | 22:18 | 16:31 |
 | Refresher Orb | 2 | 2.06% | 50.0 | 100.00% | +44.21% | 0.00% | 0.00% | 0.00% | 53:52 | 44:20 | 44:20 | 1:03:23 | 1:03:23 | 1:03:23 | 19:03 | 14:06 |
 | Aghanim's Blessing | 2 | 2.06% | 48.0 | 100.00% | +44.21% | 0.00% | 0.00% | 0.00% | 54:10 | 50:14 | 50:14 | 58:06 | 58:06 | 58:06 | 07:52 | 05:49 |
 | Moon Shard | 2 | 2.06% | 46.0 | 100.00% | +44.21% | 0.00% | 0.00% | 0.00% | 56:58 | 50:15 | 50:15 | 1:03:41 | 1:03:41 | 1:03:41 | 13:26 | 09:57 |
 | Lotus Orb | 2 | 2.06% | 44.0 | 100.00% | +44.21% | 0.00% | 0.00% | 0.00% | 21:02 | 19:31 | 19:31 | 22:33 | 22:33 | 22:33 | 03:02 | 02:14 |
 | Aghanim's Scepter | 5 | 5.15% | 42.0 | 60.00% | +3.48% | +40.00% | +40.00% | 0.00% | 43:04 | 25:29 | 25:29 | 44:03 | 50:14 | 58:06 | 24:45 | 18:20 |
 | Wraith Band | 1 | 1.03% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.03% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:46 | 1:07:46 | 1:07:46 | 1:07:46 | 1:07:46 | 1:07:46 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.03% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.03% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 55:28 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.03% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Null Talisman | 5 | 5.15% | 30.0 | 40.00% | -17.61% | +60.00% | +60.00% | 0.00% | 04:39 | 02:14 | 02:14 | 05:05 | 06:33 | 07:10 | 04:19 | 03:11 |
 | Mekansm | 2 | 2.06% | 28.0 | 50.00% | -6.84% | +50.00% | 0.00% | 0.00% | 11:09 | 10:15 | 10:15 | 12:02 | 12:02 | 12:02 | 01:47 | 01:19 |
 | Chainmail | 2 | 2.06% | 26.0 | 50.00% | -6.84% | +50.00% | 0.00% | 0.00% | 10:16 | 09:12 | 09:12 | 11:20 | 11:20 | 11:20 | 02:08 | 01:34 |
 | Headdress | 2 | 2.06% | 24.0 | 50.00% | -6.84% | +50.00% | 0.00% | 0.00% | 08:24 | 07:04 | 07:04 | 09:43 | 09:43 | 09:43 | 02:39 | 01:57 |
 | Aether Lens | 2 | 2.06% | 22.0 | 50.00% | -6.84% | -50.00% | 0.00% | 0.00% | 41:29 | 15:13 | 15:13 | 1:07:45 | 1:07:45 | 1:07:45 | 52:32 | 38:54 |
 | Guardian Greaves | 2 | 2.06% | 20.0 | 50.00% | -6.84% | +50.00% | 0.00% | 0.00% | 15:23 | 14:08 | 14:08 | 16:38 | 16:38 | 16:38 | 02:30 | 01:51 |
 | Buckler | 2 | 2.06% | 18.0 | 50.00% | -6.84% | +50.00% | 0.00% | 0.00% | 12:59 | 10:50 | 10:50 | 15:08 | 15:08 | 15:08 | 04:18 | 03:11 |
 | Ring of Protection | 3 | 3.09% | 16.0 | 33.33% | -24.12% | -33.33% | 0.00% | 0.00% | 09:34 | 02:46 | 02:46 | 10:49 | 15:08 | 15:08 | 12:22 | 09:09 |
 | Fluffy Hat | 3 | 3.09% | 14.0 | 33.33% | -24.12% | +66.67% | 0.00% | 0.00% | 13:46 | 08:09 | 08:09 | 09:41 | 23:27 | 23:27 | 15:18 | 11:20 |
 | Quelling Blade | 5 | 5.15% | 12.0 | 20.00% | -38.70% | +80.00% | -20.00% | 0.00% | 12:06 | -01:29 | -01:29 | 11:12 | 24:28 | 27:48 | 25:57 | 19:13 |
 | Hood of Defiance | 1 | 1.03% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.03% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.03% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.03% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.03% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:41 | 03:41 | 03:41 | 03:41 | 03:41 | 03:41 | 00:00 | 00:00 |