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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 | |
 | Eul's Scepter of Divinity | 40 | 83.33% | 100.0 | 45.00% | +45.00% | +15.00% | -5.00% | -4.71% | 21:03 | 16:22 | 18:13 | 20:46 | 22:28 | 30:10 | 04:15 | 03:08 |
 | Soul Ring | 36 | 75.00% | 97.5 | 44.44% | +27.77% | -11.11% | +11.12% | 11.91% | 06:45 | 02:02 | 04:45 | 05:40 | 06:37 | 18:35 | 01:52 | 01:22 |
 | Ring of Protection | 37 | 77.08% | 95.0 | 43.24% | +25.06% | +12.32% | +1.20% | -2.75% | 02:43 | -01:29 | -01:29 | 03:15 | 05:32 | 14:41 | 07:01 | 05:11 |
 | Void Stone | 43 | 89.58% | 92.5 | 41.86% | +41.86% | -5.50% | +3.59% | 2.26% | 19:27 | 08:46 | 17:14 | 19:18 | 21:15 | 32:50 | 04:01 | 02:58 |
 | Wind Lace | 43 | 89.58% | 90.0 | 41.86% | +41.86% | -5.50% | +3.59% | 0.86% | 12:47 | 04:22 | 06:30 | 13:44 | 17:06 | 29:54 | 10:36 | 07:51 |
 | Blink Dagger | 48 | 100.00% | 87.5 | 37.50% | +37.50% | +12.50% | -12.50% | -8.98% | 12:31 | 07:17 | 10:57 | 12:38 | 13:44 | 18:48 | 02:47 | 02:03 |
 | Boots of Speed | 48 | 100.00% | 85.0 | 37.50% | +37.50% | -20.83% | -4.17% | 6.21% | 04:40 | 01:17 | 03:12 | 04:27 | 05:53 | 09:58 | 02:41 | 01:59 |
 | Quelling Blade | 46 | 95.83% | 82.5 | 36.96% | -13.04% | -11.96% | -0.60% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Magic Stick | 46 | 95.83% | 80.0 | 36.96% | -13.04% | +4.71% | -18.78% | -3.26% | 04:05 | -01:29 | 00:57 | 02:07 | 08:09 | 15:44 | 07:12 | 05:20 |
 | Ring of Health | 26 | 54.17% | 77.5 | 42.31% | +10.49% | +14.83% | -8.98% | -1.01% | 13:25 | 02:51 | 03:41 | 04:26 | 27:16 | 45:45 | 23:35 | 17:28 |
 | Shiva's Guard | 6 | 12.50% | 75.0 | 66.67% | +33.34% | -16.67% | +33.33% | 0.00% | 36:21 | 31:29 | 33:36 | 36:54 | 38:51 | 39:43 | 05:15 | 03:53 |
 | Aghanim's Shard | 15 | 31.25% | 72.5 | 46.67% | +13.34% | +3.33% | -21.67% | -2.36% | 29:44 | 21:16 | 21:52 | 26:13 | 32:28 | 48:13 | 10:36 | 07:51 |
 | Linken's Sphere | 4 | 8.33% | 70.0 | 75.00% | +40.91% | +25.00% | +25.00% | 0.00% | 32:40 | 22:21 | 22:21 | 29:28 | 33:03 | 45:46 | 10:42 | 07:55 |
 | Magic Wand | 38 | 79.17% | 67.5 | 34.21% | -15.79% | +15.79% | -11.99% | -3.99% | 09:53 | 02:01 | 06:32 | 09:13 | 13:30 | 17:19 | 06:58 | 05:09 |
 | Tranquil Boots | 14 | 29.17% | 65.0 | 42.86% | +7.57% | +7.14% | +23.81% | 16.67% | 07:38 | 05:35 | 06:48 | 06:57 | 07:38 | 15:56 | 00:50 | 00:37 |
 | Aeon Disk | 8 | 16.67% | 62.5 | 50.00% | +15.00% | +50.00% | -50.00% | -8.15% | 35:26 | 27:37 | 29:09 | 34:04 | 41:25 | 44:24 | 12:16 | 09:05 |
 | Vanguard | 6 | 12.50% | 60.0 | 50.00% | +14.29% | 0.00% | -50.00% | 0.00% | 06:40 | 04:56 | 06:18 | 06:24 | 07:23 | 08:12 | 01:05 | 00:48 |
 | Helm of Iron Will | 3 | 6.25% | 57.5 | 66.67% | +31.11% | +33.33% | 0.00% | 0.00% | 20:36 | 16:27 | 16:27 | 18:20 | 27:00 | 27:00 | 10:33 | 07:48 |
 | Crimson Guard | 3 | 6.25% | 55.0 | 66.67% | +31.11% | +33.33% | 0.00% | 0.00% | 22:32 | 17:54 | 17:54 | 22:19 | 27:23 | 27:23 | 09:29 | 07:01 |
 | Hood of Defiance | 7 | 14.58% | 52.5 | 42.86% | +6.27% | -42.86% | +7.14% | 11.86% | 11:02 | 06:19 | 07:29 | 08:26 | 11:42 | 19:31 | 04:13 | 03:07 |
 | Ghost Scepter | 4 | 8.33% | 50.0 | 50.00% | +13.64% | -50.00% | -50.00% | 0.00% | 24:42 | 18:44 | 18:44 | 19:08 | 28:47 | 32:07 | 10:03 | 07:26 |
 | Overwhelming Blink | 1 | 2.08% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 10.42% | 45.0 | 40.00% | +2.79% | -40.00% | -40.00% | 0.00% | 24:19 | 09:23 | 09:23 | 28:23 | 28:28 | 28:57 | 19:05 | 14:08 |
 | Chainmail | 6 | 12.50% | 42.5 | 33.33% | -4.77% | -33.33% | -33.33% | 0.00% | 06:22 | 04:02 | 04:03 | 06:08 | 07:44 | 09:26 | 03:41 | 02:43 |
 | Phase Boots | 6 | 12.50% | 40.0 | 33.33% | -4.77% | +16.67% | -33.33% | 0.00% | 08:23 | 06:50 | 07:29 | 08:11 | 09:27 | 09:57 | 01:58 | 01:27 |
 | Bottle | 7 | 14.58% | 37.5 | 28.57% | -10.45% | -28.57% | -28.57% | 0.00% | 02:09 | 01:15 | 01:15 | 01:40 | 01:49 | 05:02 | 00:34 | 00:25 |
 | Black King Bar | 8 | 16.67% | 35.0 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 30:40 | 20:18 | 25:28 | 28:28 | 33:31 | 44:41 | 08:03 | 05:57 |
 | Lotus Orb | 9 | 18.75% | 32.5 | 22.22% | -18.81% | +27.78% | -22.22% | -6.56% | 29:23 | 19:34 | 23:42 | 29:17 | 31:19 | 38:44 | 07:37 | 05:38 |
 | Kaya | 2 | 4.17% | 30.0 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 27:57 | 19:36 | 19:36 | 36:18 | 36:18 | 36:18 | 16:42 | 12:22 |
 | Ethereal Blade | 2 | 4.17% | 27.5 | 50.00% | +13.04% | +50.00% | 0.00% | 0.00% | 34:34 | 26:56 | 26:56 | 42:11 | 42:11 | 42:11 | 15:15 | 11:17 |
 | Kaya and Sange | 2 | 4.17% | 25.0 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 30:56 | 24:59 | 24:59 | 36:52 | 36:52 | 36:52 | 11:53 | 08:48 |
 | Aether Lens | 3 | 6.25% | 22.5 | 33.33% | -4.45% | +66.67% | 0.00% | 0.00% | 34:02 | 27:39 | 27:39 | 29:04 | 45:22 | 45:22 | 17:43 | 13:07 |
 | Aghanim's Scepter | 3 | 6.25% | 20.0 | 33.33% | -4.45% | -33.33% | 0.00% | 0.00% | 31:17 | 20:36 | 20:36 | 27:02 | 46:12 | 46:12 | 25:36 | 18:57 |
 | Sange | 3 | 6.25% | 17.5 | 33.33% | -4.45% | -33.33% | 0.00% | 0.00% | 28:21 | 24:48 | 24:48 | 25:06 | 35:09 | 35:09 | 10:21 | 07:40 |
 | Bracer | 5 | 10.42% | 15.0 | 20.00% | -19.53% | +80.00% | -20.00% | 0.00% | 02:37 | 02:03 | 02:03 | 02:33 | 02:46 | 03:16 | 00:43 | 00:31 |
 | Octarine Core | 1 | 2.08% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Fluffy Hat | 4 | 8.33% | 10.0 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 24:29 | 15:38 | 15:38 | 21:58 | 26:24 | 33:55 | 10:46 | 07:58 |
 | Heart of Tarrasque | 1 | 2.08% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Force Staff | 3 | 6.25% | 5.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 30:24 | 26:25 | 26:25 | 30:08 | 34:38 | 34:38 | 08:13 | 06:05 |
 | Wind Waker | 1 | 2.08% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:27 | 56:27 | 56:27 | 56:27 | 56:27 | 56:27 | 00:00 | 00:00 |