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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Ring of Health | 12 | 42.86% | 100.0 | 83.33% | +39.58% | -16.66% | +16.67% | 6.87% | 27:21 | 18:06 | 23:57 | 26:21 | 28:48 | 46:18 | 04:51 | 03:35 | |
Lotus Orb | 12 | 42.86% | 97.8 | 83.33% | +39.58% | -16.66% | +16.67% | 12.34% | 29:43 | 24:31 | 27:09 | 27:55 | 29:51 | 47:31 | 02:42 | 02:00 | |
Void Stone | 14 | 50.00% | 95.7 | 78.57% | +35.71% | -28.57% | -3.57% | 5.10% | 29:51 | 21:11 | 25:47 | 27:03 | 30:41 | 44:01 | 04:54 | 03:37 | |
Eternal Shroud | 17 | 60.71% | 93.5 | 70.59% | +25.14% | +9.41% | -10.59% | -5.77% | 23:15 | 18:16 | 20:20 | 22:02 | 23:48 | 35:19 | 03:28 | 02:34 | |
Chainmail | 26 | 92.86% | 91.3 | 65.38% | +65.38% | +6.05% | -22.52% | -8.26% | 05:35 | 01:53 | 03:47 | 05:35 | 07:14 | 09:25 | 03:27 | 02:33 | |
Phase Boots | 22 | 78.57% | 89.1 | 63.64% | +13.64% | +3.03% | -30.31% | -18.02% | 07:22 | 04:56 | 06:22 | 07:04 | 08:13 | 15:04 | 01:51 | 01:22 | |
Blink Dagger | 28 | 100.00% | 87.0 | 60.71% | +60.71% | +25.00% | -17.85% | -23.64% | 13:09 | 09:39 | 11:54 | 12:51 | 13:43 | 18:22 | 01:48 | 01:20 | |
Boots of Speed | 28 | 100.00% | 84.8 | 60.71% | +60.71% | +25.00% | -32.14% | -37.47% | 04:03 | 01:55 | 03:05 | 03:51 | 04:37 | 08:13 | 01:31 | 01:07 | |
Bracer | 26 | 92.86% | 82.6 | 61.54% | +11.54% | +24.17% | -4.40% | -28.57% | 02:25 | 01:17 | 01:46 | 02:12 | 02:33 | 05:55 | 00:47 | 00:34 | |
Blade Mail | 11 | 39.29% | 80.4 | 72.73% | +19.79% | -6.06% | +27.27% | 10.75% | 11:38 | 06:33 | 09:57 | 11:13 | 13:03 | 16:23 | 03:06 | 02:17 | |
Helm of Iron Will | 15 | 53.57% | 78.3 | 66.67% | +12.82% | -66.67% | +33.33% | 4.70% | 21:42 | 05:44 | 08:25 | 19:09 | 29:43 | 50:21 | 21:17 | 15:46 | |
Quelling Blade | 10 | 35.71% | 76.1 | 70.00% | +14.44% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Black King Bar | 14 | 50.00% | 73.9 | 64.29% | +7.15% | -14.29% | +35.71% | 3.67% | 32:02 | 22:55 | 25:28 | 29:31 | 39:05 | 45:59 | 13:37 | 10:05 | |
Crown | 14 | 50.00% | 71.7 | 64.29% | +7.15% | -14.29% | +35.71% | 3.53% | 25:02 | 08:54 | 17:04 | 21:54 | 31:13 | 50:21 | 14:08 | 10:28 | |
Veil of Discord | 14 | 50.00% | 69.6 | 64.29% | +7.15% | -14.29% | +35.71% | 3.58% | 25:13 | 09:19 | 17:15 | 22:02 | 31:13 | 50:21 | 13:58 | 10:21 | |
Magic Stick | 25 | 89.29% | 67.4 | 56.00% | -44.00% | -13.14% | +1.14% | 3.97% | 04:41 | -01:29 | 01:46 | 03:01 | 05:22 | 20:30 | 03:36 | 02:40 | |
Heart of Tarrasque | 3 | 10.71% | 65.2 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 36:03 | 35:15 | 35:35 | 35:56 | 36:27 | 36:59 | 00:52 | 00:38 | |
Ring of Protection | 19 | 67.86% | 63.0 | 57.89% | -8.78% | -2.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 | |
Magic Wand | 22 | 78.57% | 60.9 | 54.55% | -28.78% | +12.12% | -21.22% | -4.25% | 10:24 | 03:17 | 06:06 | 09:29 | 13:56 | 20:30 | 07:50 | 05:48 | |
Shiva's Guard | 13 | 46.43% | 58.7 | 61.54% | +1.54% | +13.46% | +13.46% | 0.00% | 32:14 | 22:45 | 27:18 | 31:28 | 33:34 | 52:26 | 06:16 | 04:38 | |
Aghanim's Shard | 8 | 28.57% | 56.5 | 62.50% | +2.50% | -12.50% | -62.50% | -5.74% | 29:39 | 18:26 | 25:00 | 30:21 | 33:43 | 39:41 | 08:42 | 06:27 | |
Aghanim's Scepter | 4 | 14.29% | 54.3 | 75.00% | +16.67% | +25.00% | -75.00% | 0.00% | 42:58 | 37:07 | 37:38 | 41:08 | 46:27 | 52:26 | 08:49 | 06:31 | |
Ring of Tarrasque | 4 | 14.29% | 52.2 | 75.00% | +16.67% | +25.00% | -75.00% | 0.00% | 43:26 | 35:09 | 35:36 | 36:11 | 44:01 | 1:06:14 | 08:25 | 06:14 | |
Kaya and Sange | 2 | 7.14% | 50.0 | 100.00% | +42.31% | 0.00% | 0.00% | 0.00% | 37:03 | 30:50 | 33:56 | 37:03 | 40:09 | 43:16 | 06:13 | 04:36 | |
Kaya | 2 | 7.14% | 47.8 | 100.00% | +42.31% | 0.00% | 0.00% | 0.00% | 36:56 | 30:36 | 33:46 | 36:56 | 40:06 | 43:16 | 06:20 | 04:41 | |
Boots of Travel | 2 | 7.14% | 45.7 | 100.00% | +42.31% | 0.00% | 0.00% | 0.00% | 40:03 | 39:49 | 39:55 | 40:02 | 40:09 | 40:16 | 00:13 | 00:10 | |
Eul's Scepter of Divinity | 3 | 10.71% | 43.5 | 66.67% | +6.67% | -66.67% | +33.33% | 0.00% | 45:34 | 41:22 | 41:43 | 42:04 | 47:40 | 53:16 | 05:57 | 04:24 | |
Wind Waker | 3 | 10.71% | 41.3 | 66.67% | +6.67% | +33.33% | +33.33% | 0.00% | 50:09 | 46:27 | 48:02 | 49:37 | 52:00 | 54:24 | 03:58 | 02:56 | |
Wind Lace | 4 | 14.29% | 39.1 | 50.00% | -12.50% | -50.00% | +50.00% | 0.00% | 33:48 | -01:29 | 30:39 | 41:43 | 44:51 | 53:15 | 14:12 | 10:31 | |
Sange | 4 | 14.29% | 37.0 | 50.00% | -12.50% | +50.00% | +50.00% | 0.00% | 35:32 | 23:15 | 31:56 | 37:48 | 41:23 | 43:16 | 09:27 | 07:00 | |
Overwhelming Blink | 1 | 3.57% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 46:36 | 00:00 | 00:00 | |
Crimson Guard | 1 | 3.57% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 | |
Nullifier | 1 | 3.57% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 | |
Vanguard | 1 | 3.57% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 3.57% | 26.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 00:00 | 00:00 | |
Cornucopia | 1 | 3.57% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 1:06:14 | 00:00 | 00:00 | |
Seeds of Serenity | 1 | 3.57% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 | |
Force Staff | 1 | 3.57% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 | |
Dragon Scale | 1 | 3.57% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 | |
Arcane Blink | 1 | 3.57% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:23:08 | 1:23:08 | 1:23:08 | 1:23:08 | 1:23:08 | 1:23:08 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 3.57% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 | |
Cloak of Flames | 1 | 3.57% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 3.57% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:26 | 1:06:26 | 1:06:26 | 1:06:26 | 1:06:26 | 1:06:26 | 00:00 | 00:00 | |
Refresher Orb | 1 | 3.57% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 3.57% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 07:08 | 00:00 | 00:00 | |
Rattlecage | 1 | 3.57% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |