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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 | |
 | Shiva's Guard | 37 | 29.13% | 100.0 | 72.97% | +31.86% | -6.30% | -6.30% | 0.00% | 35:13 | 20:53 | 32:25 | 34:15 | 39:35 | 45:14 | 07:10 | 05:18 |
 | Boots of Travel | 58 | 45.67% | 98.1 | 67.24% | +31.01% | +19.43% | -10.10% | -2.87% | 35:26 | 21:08 | 30:46 | 34:45 | 41:03 | 53:04 | 10:17 | 07:37 |
 | Kaya and Sange | 62 | 48.82% | 96.2 | 66.13% | +30.75% | +2.62% | +0.54% | -0.24% | 27:23 | 16:22 | 22:08 | 26:01 | 30:59 | 46:13 | 08:51 | 06:33 |
 | Sange | 63 | 49.61% | 94.2 | 65.08% | +29.14% | -2.58% | +9.92% | 1.58% | 26:25 | 15:45 | 21:09 | 25:26 | 29:05 | 46:13 | 07:56 | 05:52 |
 | Kaya | 86 | 67.72% | 92.3 | 58.14% | +23.99% | -3.59% | +3.76% | 0.86% | 23:39 | 13:08 | 18:27 | 21:47 | 27:01 | 46:13 | 08:34 | 06:20 |
 | Overwhelming Blink | 15 | 11.81% | 90.4 | 73.33% | +26.01% | +26.67% | -23.33% | -8.72% | 44:17 | 34:31 | 39:29 | 43:09 | 45:13 | 1:02:03 | 05:44 | 04:14 |
 | Black King Bar | 86 | 67.72% | 88.5 | 53.49% | +9.59% | +14.69% | -10.63% | -3.92% | 25:23 | 17:46 | 21:28 | 23:53 | 27:56 | 46:16 | 06:28 | 04:47 |
 | Magic Wand | 119 | 93.70% | 86.5 | 51.26% | +13.76% | +2.07% | -11.26% | -2.81% | 08:10 | -01:30 | 04:51 | 06:57 | 09:36 | 25:27 | 04:45 | 03:31 |
 | Boots of Speed | 127 | 100.00% | 84.6 | 50.39% | +50.39% | +2.74% | -0.39% | -3.13% | 03:15 | -01:29 | 02:52 | 03:29 | 03:48 | 05:48 | 00:56 | 00:41 |
 | Arcane Boots | 127 | 100.00% | 82.7 | 50.39% | +50.39% | +5.86% | -3.51% | -7.81% | 06:18 | 03:21 | 05:46 | 06:17 | 06:58 | 08:55 | 01:12 | 00:53 |
 | Bloodstone | 121 | 95.28% | 80.8 | 50.41% | +0.41% | +12.92% | -13.74% | -11.59% | 14:46 | 10:48 | 13:18 | 14:27 | 15:36 | 34:56 | 02:18 | 01:42 |
 | Magic Stick | 119 | 93.70% | 78.8 | 49.58% | -12.92% | +20.42% | -12.91% | -22.99% | 03:24 | -01:29 | 02:07 | 02:16 | 03:34 | 16:42 | 01:27 | 01:04 |
 | Wind Lace | 49 | 38.58% | 76.9 | 55.10% | +7.66% | +11.57% | -5.10% | -1.91% | 11:31 | 03:23 | 06:58 | 08:20 | 15:42 | 40:31 | 08:44 | 06:28 |
 | Blink Dagger | 71 | 55.91% | 75.0 | 52.11% | +3.90% | -2.11% | -7.67% | -0.54% | 29:26 | 10:42 | 24:23 | 27:55 | 34:42 | 52:55 | 10:19 | 07:38 |
 | Bottle | 119 | 93.70% | 73.1 | 47.90% | -39.60% | -4.57% | +5.43% | 10.00% | 01:29 | 00:01 | 01:12 | 01:20 | 01:31 | 06:39 | 00:19 | 00:14 |
 | Null Talisman | 4 | 3.15% | 71.2 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 04:37 | 01:32 | 01:32 | 02:45 | 06:12 | 07:58 | 04:40 | 03:27 |
 | Void Stone | 43 | 33.86% | 69.2 | 53.49% | +4.68% | +1.06% | -8.04% | -1.10% | 34:55 | 09:17 | 31:27 | 35:09 | 39:43 | 57:24 | 08:16 | 06:07 |
 | Scythe of Vyse | 32 | 25.20% | 67.3 | 56.25% | +7.83% | +18.75% | -18.75% | -6.27% | 37:15 | 26:44 | 33:47 | 36:44 | 39:46 | 55:39 | 05:59 | 04:25 |
 | Ghost Scepter | 11 | 8.66% | 65.4 | 63.64% | +14.50% | -30.31% | +36.36% | 4.48% | 33:12 | 23:12 | 23:57 | 35:09 | 38:49 | 45:24 | 14:52 | 11:00 |
 | Boots of Travel 2 | 14 | 11.02% | 63.5 | 57.14% | +7.58% | +17.86% | +9.53% | -0.46% | 52:31 | 35:11 | 42:51 | 50:50 | 60:59 | 1:12:38 | 18:08 | 13:25 |
 | Mekansm | 5 | 3.94% | 61.5 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 10:57 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 |
 | Headdress | 5 | 3.94% | 59.6 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 07:27 | 05:55 | 05:55 | 07:15 | 07:34 | 09:25 | 01:39 | 01:13 |
 | Ring of Protection | 5 | 3.94% | 57.7 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 12:12 | 11:10 | 11:10 | 12:05 | 12:43 | 13:24 | 01:33 | 01:08 |
 | Guardian Greaves | 5 | 3.94% | 55.8 | 80.00% | +30.82% | +20.00% | -80.00% | 0.00% | 14:46 | 12:54 | 12:54 | 14:33 | 16:13 | 16:20 | 03:19 | 02:27 |
 | Chainmail | 5 | 3.94% | 53.8 | 80.00% | +30.82% | +20.00% | -80.00% | 0.00% | 09:25 | 07:54 | 07:54 | 09:29 | 10:24 | 10:34 | 02:30 | 01:51 |
 | Buckler | 5 | 3.94% | 51.9 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 12:12 | 11:11 | 11:11 | 12:05 | 12:43 | 13:24 | 01:32 | 01:08 |
 | Ring of Health | 13 | 10.24% | 50.0 | 53.85% | +3.85% | +12.82% | -20.52% | -1.12% | 36:37 | 16:32 | 19:04 | 34:08 | 48:50 | 1:06:59 | 29:46 | 22:02 |
 | Aghanim's Shard | 32 | 25.20% | 48.1 | 40.63% | -13.05% | -28.13% | -15.63% | 0.99% | 38:10 | 23:24 | 31:34 | 36:54 | 44:12 | 56:33 | 12:38 | 09:21 |
 | Quelling Blade | 10 | 7.87% | 46.2 | 50.00% | -0.43% | +16.67% | 0.00% | -0.85% | 07:22 | -01:29 | -01:29 | -01:25 | 21:06 | 26:52 | 22:35 | 16:43 |
 | Aeon Disk | 2 | 1.57% | 44.2 | 100.00% | +50.40% | 0.00% | 0.00% | 0.00% | 52:52 | 39:52 | 39:52 | 1:05:52 | 1:05:52 | 1:05:52 | 26:00 | 19:15 |
 | Cornucopia | 2 | 1.57% | 42.3 | 100.00% | +50.40% | 0.00% | 0.00% | 0.00% | 47:20 | 40:33 | 40:33 | 54:06 | 54:06 | 54:06 | 13:33 | 10:02 |
 | Aghanim's Scepter | 8 | 6.30% | 40.4 | 50.00% | -0.42% | +50.00% | 0.00% | -6.54% | 39:08 | 31:07 | 32:16 | 33:45 | 39:55 | 58:47 | 07:39 | 05:40 |
 | Refresher Orb | 5 | 3.94% | 38.5 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 53:06 | 34:21 | 34:21 | 54:06 | 57:25 | 1:07:00 | 23:04 | 17:05 |
 | Hood of Defiance | 3 | 2.36% | 36.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 17:51 | 16:52 | 16:52 | 17:17 | 19:23 | 19:23 | 02:31 | 01:51 |
 | Pipe of Insight | 3 | 2.36% | 34.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 22:23 | 19:58 | 19:58 | 21:28 | 25:42 | 25:42 | 05:44 | 04:14 |
 | Fluffy Hat | 3 | 2.36% | 32.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 12:37 | 06:21 | 06:21 | 06:33 | 24:58 | 24:58 | 18:37 | 13:47 |
 | Eul's Scepter of Divinity | 8 | 6.30% | 30.8 | 37.50% | -13.76% | -37.50% | -37.50% | 0.00% | 29:21 | 14:24 | 17:02 | 20:20 | 25:03 | 1:17:25 | 08:01 | 05:56 |
 | Octarine Core | 4 | 3.15% | 28.8 | 50.00% | -0.41% | +50.00% | -50.00% | 0.00% | 49:59 | 42:59 | 42:59 | 43:58 | 48:52 | 1:04:06 | 05:53 | 04:21 |
 | Orb of Venom | 1 | 0.79% | 26.9 | 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 | 0.79% | 25.0 | 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 |
 | Heart of Tarrasque | 1 | 0.79% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 00:00 | 00:00 |
 | Desolator | 1 | 0.79% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.79% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.79% | 17.3 | 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 |
 | Aether Lens | 2 | 1.57% | 15.4 | 50.00% | -0.40% | +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 |
 | Aghanim's Blessing | 2 | 1.57% | 13.5 | 50.00% | -0.40% | +50.00% | 0.00% | 0.00% | 52:32 | 46:16 | 46:16 | 58:47 | 58:47 | 58:47 | 12:31 | 09:16 |
 | Lotus Orb | 2 | 1.57% | 11.5 | 50.00% | -0.40% | +50.00% | 0.00% | 0.00% | 27:21 | 25:41 | 25:41 | 29:00 | 29:00 | 29:00 | 03:19 | 02:27 |
 | Linken's Sphere | 2 | 1.57% | 9.6 | 50.00% | -0.40% | +50.00% | 0.00% | 0.00% | 43:07 | 40:33 | 40:33 | 45:40 | 45:40 | 45:40 | 05:07 | 03:47 |
 | Ethereal Blade | 4 | 3.15% | 7.7 | 25.00% | -26.22% | -25.00% | +75.00% | 0.00% | 36:07 | 24:33 | 24:33 | 34:19 | 39:06 | 46:28 | 14:33 | 10:46 |
 | Moon Shard | 1 | 0.79% | 5.8 | 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 | 1.57% | 3.8 | 0.00% | -51.20% | 0.00% | 0.00% | 0.00% | 16:07 | 05:57 | 05:57 | 26:16 | 26:16 | 26:16 | 20:19 | 15:02 |
 | Wind Waker | 1 | 0.79% | 1.9 | 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 |