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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 | |
Octarine Core | 44 | 50.57% | 100.0 | 63.64% | +38.06% | +18.18% | -9.09% | -4.36% | 32:00 | 21:32 | 28:16 | 31:03 | 34:31 | 44:00 | 06:15 | 04:37 | |
Aether Lens | 57 | 65.52% | 97.8 | 54.39% | +27.72% | +17.04% | -11.53% | -3.78% | 27:29 | 11:50 | 23:11 | 27:00 | 30:44 | 39:27 | 07:33 | 05:35 | |
Void Stone | 64 | 73.56% | 95.7 | 53.13% | +31.39% | -3.13% | -3.13% | 0.00% | 26:18 | 10:17 | 21:53 | 25:30 | 30:14 | 38:27 | 08:21 | 06:11 | |
Blink Dagger | 74 | 85.06% | 93.5 | 50.00% | +34.62% | -7.89% | +11.11% | 3.81% | 24:52 | 12:25 | 22:11 | 23:58 | 27:10 | 44:38 | 04:59 | 03:41 | |
Ring of Health | 26 | 29.89% | 91.3 | 57.69% | +18.35% | -14.83% | -7.69% | 0.62% | 34:48 | 13:04 | 30:27 | 34:53 | 41:54 | 55:14 | 11:27 | 08:28 | |
Refresher Orb | 20 | 22.99% | 89.1 | 60.00% | +19.70% | +20.00% | -20.00% | -4.20% | 41:31 | 33:00 | 35:28 | 41:01 | 44:59 | 55:46 | 09:31 | 07:02 | |
Wind Lace | 74 | 85.06% | 87.0 | 47.30% | +16.53% | +0.07% | +13.81% | 2.51% | 07:20 | 02:21 | 04:18 | 05:19 | 09:46 | 26:29 | 05:28 | 04:02 | |
Magic Wand | 74 | 85.06% | 84.8 | 45.95% | +7.49% | +11.94% | -1.51% | -2.64% | 07:16 | -01:30 | 04:49 | 05:41 | 09:55 | 25:35 | 05:06 | 03:46 | |
Boots of Speed | 87 | 100.00% | 82.6 | 44.83% | +44.83% | +14.26% | +0.62% | -12.99% | 03:22 | -01:29 | 02:53 | 03:20 | 03:56 | 06:14 | 01:03 | 00:46 | |
Boots of Travel | 67 | 77.01% | 80.4 | 46.27% | +6.27% | -10.98% | -10.98% | 0.00% | 35:42 | 12:39 | 30:02 | 36:34 | 40:14 | 55:17 | 10:12 | 07:33 | |
Black King Bar | 76 | 87.36% | 78.3 | 44.74% | -0.71% | +7.89% | -13.16% | -7.52% | 19:33 | 15:03 | 17:33 | 18:39 | 20:21 | 38:48 | 02:48 | 02:04 | |
Witch Blade | 17 | 19.54% | 76.1 | 58.82% | +17.39% | +16.18% | -33.82% | -5.76% | 29:07 | 16:09 | 25:54 | 28:47 | 34:35 | 39:03 | 08:41 | 06:25 | |
Magic Stick | 75 | 86.21% | 73.9 | 44.00% | -6.00% | +3.37% | -17.68% | -7.80% | 04:24 | -01:29 | 02:21 | 03:46 | 05:03 | 14:06 | 02:42 | 02:00 | |
Bottle | 68 | 78.16% | 71.7 | 44.12% | -3.25% | +20.59% | +2.94% | -17.65% | 01:33 | 00:17 | 01:19 | 01:28 | 01:43 | 04:49 | 00:24 | 00:17 | |
Chainmail | 18 | 20.69% | 69.6 | 50.00% | +6.52% | +10.00% | -25.00% | -2.24% | 25:06 | 07:59 | 17:40 | 26:25 | 33:19 | 39:02 | 15:39 | 11:35 | |
Boots of Bearing | 8 | 9.20% | 67.4 | 62.50% | +19.46% | -12.50% | -12.50% | 0.00% | 25:31 | 16:00 | 18:16 | 23:28 | 29:13 | 36:36 | 10:57 | 08:06 | |
Drum of Endurance | 11 | 12.64% | 65.2 | 54.55% | +11.13% | +45.45% | -21.22% | -61.54% | 09:39 | 07:01 | 09:06 | 10:00 | 10:11 | 11:36 | 01:05 | 00:48 | |
Aghanim's Shard | 14 | 16.09% | 63.0 | 50.00% | +6.16% | +25.00% | -50.00% | -6.11% | 36:28 | 21:49 | 27:34 | 33:31 | 39:50 | 1:08:30 | 12:16 | 09:05 | |
Fluffy Hat | 34 | 39.08% | 60.9 | 35.29% | -15.65% | +20.27% | -10.29% | -3.29% | 32:47 | 05:05 | 29:01 | 32:28 | 38:19 | 50:30 | 09:18 | 06:53 | |
Null Talisman | 13 | 14.94% | 58.7 | 46.15% | +1.56% | +53.85% | -12.82% | -25.16% | 04:03 | 01:34 | 01:40 | 03:18 | 04:19 | 15:37 | 02:39 | 01:57 | |
Eul's Scepter of Divinity | 2 | 2.30% | 56.5 | 100.00% | +56.47% | 0.00% | 0.00% | 0.00% | 20:02 | 13:30 | 13:30 | 26:33 | 26:33 | 26:33 | 13:03 | 09:40 | |
Force Staff | 33 | 37.93% | 54.3 | 33.33% | -18.52% | +16.67% | -8.33% | -2.69% | 34:05 | 17:43 | 29:01 | 32:40 | 38:19 | 50:31 | 09:18 | 06:53 | |
Tranquil Boots | 11 | 12.64% | 52.2 | 45.45% | +0.71% | -45.45% | +21.22% | 35.72% | 07:37 | 04:44 | 06:00 | 06:52 | 07:52 | 11:40 | 01:52 | 01:22 | |
Boots of Travel 2 | 7 | 8.05% | 50.0 | 42.86% | -2.14% | +57.14% | -42.86% | -12.58% | 49:17 | 26:59 | 41:28 | 47:36 | 49:25 | 1:18:10 | 07:57 | 05:53 | |
Hurricane Pike | 1 | 1.15% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 00:00 | 00:00 | |
Arcane Blink | 1 | 1.15% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 1.15% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 1.15% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 | |
Sange | 1 | 1.15% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 00:00 | 00:00 | |
Pipe of Insight | 2 | 2.30% | 37.0 | 50.00% | +5.29% | -50.00% | 0.00% | 0.00% | 19:12 | 19:03 | 19:03 | 19:20 | 19:20 | 19:20 | 00:17 | 00:12 | |
Aghanim's Scepter | 2 | 2.30% | 34.8 | 50.00% | +5.29% | +50.00% | 0.00% | 0.00% | 51:02 | 37:28 | 37:28 | 1:04:36 | 1:04:36 | 1:04:36 | 27:08 | 20:05 | |
Dragon Lance | 2 | 2.30% | 32.6 | 50.00% | +5.29% | +50.00% | 0.00% | 0.00% | 36:01 | 26:59 | 26:59 | 45:02 | 45:02 | 45:02 | 18:03 | 13:22 | |
Quelling Blade | 3 | 3.45% | 30.4 | 33.33% | -11.91% | -33.33% | 0.00% | 0.00% | 10:34 | -01:29 | -01:29 | 13:08 | 20:02 | 20:02 | 21:31 | 15:56 | |
Ring of Protection | 3 | 3.45% | 28.3 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 15:59 | 06:16 | 06:16 | 15:38 | 26:04 | 26:04 | 19:48 | 14:40 | |
Mekansm | 3 | 3.45% | 26.1 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 11:58 | 10:33 | 10:33 | 10:41 | 14:41 | 14:41 | 04:08 | 03:03 | |
Buckler | 3 | 3.45% | 23.9 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 18:09 | 11:39 | 11:39 | 16:45 | 26:04 | 26:04 | 14:25 | 10:40 | |
Aeon Disk | 3 | 3.45% | 21.7 | 33.33% | -11.91% | -33.33% | 0.00% | 0.00% | 42:13 | 39:53 | 39:53 | 42:53 | 43:54 | 43:54 | 04:01 | 02:58 | |
Arcane Boots | 3 | 3.45% | 19.6 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 06:15 | 04:09 | 04:09 | 06:38 | 07:57 | 07:57 | 03:48 | 02:48 | |
Headdress | 3 | 3.45% | 17.4 | 33.33% | -11.91% | -33.33% | 0.00% | 0.00% | 08:04 | 04:21 | 04:21 | 07:00 | 12:52 | 12:52 | 08:31 | 06:18 | |
Guardian Greaves | 3 | 3.45% | 15.2 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 20:44 | 13:32 | 13:32 | 20:16 | 28:24 | 28:24 | 14:52 | 11:00 | |
Cornucopia | 3 | 3.45% | 13.0 | 33.33% | -11.91% | -33.33% | 0.00% | 0.00% | 33:57 | 25:56 | 25:56 | 35:20 | 40:36 | 40:36 | 14:40 | 10:51 | |
Aghanim's Blessing | 1 | 1.15% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 1:04:36 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 1.15% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 1.15% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:23 | 58:23 | 58:23 | 58:23 | 58:23 | 58:23 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.15% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 | |
Lotus Orb | 1 | 1.15% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |