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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 | 19 | 4.25% | 100.0 | 84.21% | +39.35% | +15.79% | -4.21% | -2.39% | 38:53 | 29:15 | 33:25 | 37:54 | 41:48 | 60:20 | 08:23 | 06:12 | |
Aether Lens | 40 | 8.95% | 98.2 | 72.50% | +28.52% | -2.50% | -2.50% | 0.00% | 39:49 | 26:49 | 33:37 | 38:50 | 45:12 | 59:28 | 11:35 | 08:34 | |
Ring of Health | 62 | 13.87% | 96.5 | 66.13% | +22.75% | +8.87% | -6.13% | -1.43% | 36:03 | 18:41 | 30:01 | 35:40 | 40:32 | 58:06 | 10:31 | 07:47 | |
Kaya and Sange | 206 | 46.09% | 94.7 | 57.77% | +20.84% | -9.69% | +10.86% | 1.84% | 25:46 | 13:36 | 19:26 | 25:01 | 30:35 | 47:38 | 11:09 | 08:15 | |
Sange | 210 | 46.98% | 93.0 | 57.62% | +20.91% | -2.90% | +13.53% | 1.46% | 24:54 | 13:36 | 18:30 | 23:46 | 29:45 | 47:38 | 11:15 | 08:20 | |
Aeon Disk | 64 | 14.32% | 91.2 | 62.50% | +18.64% | +6.25% | -12.50% | -2.03% | 39:32 | 27:07 | 34:08 | 39:19 | 43:23 | 56:23 | 09:15 | 06:51 | |
Aghanim's Scepter | 359 | 80.31% | 89.5 | 53.20% | +33.88% | +4.58% | -2.09% | -1.23% | 24:10 | 14:29 | 21:15 | 23:47 | 26:40 | 40:02 | 05:25 | 04:00 | |
Void Stone | 264 | 59.06% | 87.7 | 54.17% | +18.65% | -10.23% | +10.98% | 1.43% | 19:22 | 06:46 | 12:01 | 15:09 | 26:49 | 50:59 | 14:48 | 10:57 | |
Black King Bar | 77 | 17.23% | 86.0 | 59.74% | +15.96% | +3.42% | -1.85% | -0.85% | 34:20 | 21:40 | 30:12 | 33:07 | 36:25 | 1:04:55 | 06:13 | 04:36 | |
Linken's Sphere | 42 | 9.40% | 84.2 | 64.29% | +19.60% | -0.65% | +5.71% | 1.00% | 35:35 | 21:11 | 31:23 | 36:08 | 37:43 | 50:17 | 06:20 | 04:41 | |
Kaya | 299 | 66.89% | 82.5 | 51.51% | +15.02% | -11.51% | -2.18% | 0.68% | 22:44 | 09:40 | 14:49 | 23:04 | 28:37 | 48:56 | 13:48 | 10:13 | |
Octarine Core | 28 | 6.26% | 80.7 | 67.86% | +22.75% | +17.85% | +17.85% | 0.00% | 42:50 | 31:57 | 38:50 | 41:36 | 46:47 | 55:11 | 07:57 | 05:53 | |
Aghanim's Shard | 194 | 43.40% | 78.9 | 52.06% | +9.77% | +1.00% | +6.27% | 0.61% | 30:23 | 15:01 | 25:02 | 29:16 | 33:44 | 1:06:39 | 08:42 | 06:26 | |
Crown | 16 | 3.58% | 77.2 | 75.00% | +29.52% | 0.00% | +25.00% | 1.40% | 37:36 | 08:37 | 28:39 | 35:58 | 46:31 | 1:04:07 | 17:52 | 13:14 | |
Ghost Scepter | 56 | 12.53% | 75.4 | 58.93% | +14.17% | -8.93% | +5.36% | 1.40% | 29:20 | 11:36 | 25:00 | 30:07 | 35:12 | 41:32 | 10:12 | 07:33 | |
Magic Wand | 407 | 91.05% | 73.7 | 48.40% | +20.90% | -8.20% | +0.62% | 2.77% | 06:21 | -01:29 | 04:23 | 05:45 | 07:34 | 19:17 | 03:11 | 02:21 | |
Magic Stick | 417 | 93.29% | 71.9 | 47.96% | +21.29% | +1.08% | -3.73% | -1.54% | 03:55 | -01:29 | 02:14 | 02:32 | 05:21 | 19:17 | 03:07 | 02:18 | |
Chainmail | 216 | 48.32% | 70.2 | 49.54% | +5.82% | +6.02% | -3.24% | -2.32% | 09:50 | 03:24 | 07:38 | 09:29 | 11:38 | 29:05 | 04:00 | 02:57 | |
Eul's Scepter of Divinity | 197 | 44.07% | 68.4 | 49.75% | +5.75% | +7.39% | +3.31% | -1.19% | 16:32 | 10:28 | 13:29 | 15:02 | 16:54 | 1:06:51 | 03:25 | 02:31 | |
Bottle | 440 | 98.43% | 66.7 | 46.59% | +3.73% | +9.77% | -5.68% | -15.45% | 01:36 | 00:07 | 01:22 | 01:33 | 01:42 | 06:05 | 00:20 | 00:14 | |
Boots of Speed | 447 | 100.00% | 64.9 | 46.53% | +46.53% | +0.79% | -1.89% | -1.25% | 05:11 | 00:40 | 04:08 | 05:13 | 06:17 | 12:07 | 02:09 | 01:35 | |
Quelling Blade | 439 | 98.21% | 63.2 | 46.47% | -3.53% | +6.26% | -4.65% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | 00:58 | 00:00 | 00:00 | |
Wind Lace | 214 | 47.87% | 61.4 | 48.60% | +3.96% | -4.16% | -7.09% | -0.62% | 13:09 | -01:25 | 09:20 | 11:28 | 14:03 | 1:06:27 | 04:43 | 03:29 | |
Null Talisman | 323 | 72.26% | 59.6 | 47.06% | +1.90% | +6.03% | -1.38% | -4.54% | 04:47 | -00:49 | 03:46 | 04:30 | 05:24 | 24:23 | 01:38 | 01:12 | |
Dagon | 15 | 3.36% | 57.9 | 73.33% | +27.73% | +1.67% | +26.67% | 0.00% | 39:48 | 23:39 | 28:43 | 41:02 | 46:31 | 1:04:07 | 17:48 | 13:11 | |
Phase Boots | 129 | 28.86% | 56.1 | 50.39% | +5.42% | +12.11% | -0.39% | -5.77% | 09:07 | 05:16 | 07:51 | 08:58 | 10:01 | 18:20 | 02:10 | 01:36 | |
Witch Blade | 117 | 26.17% | 54.4 | 49.57% | +4.12% | +9.05% | -21.98% | -12.09% | 14:17 | 09:26 | 12:37 | 13:48 | 15:11 | 32:53 | 02:34 | 01:54 | |
Dagon (level 2) | 10 | 2.24% | 52.6 | 80.00% | +34.23% | +20.00% | +20.00% | 0.00% | 43:21 | 28:39 | 31:03 | 43:43 | 52:19 | 1:04:57 | 21:16 | 15:45 | |
Ethereal Blade | 47 | 10.51% | 50.9 | 55.32% | +9.82% | -13.65% | +3.01% | 1.71% | 30:56 | 14:12 | 27:01 | 30:16 | 36:45 | 51:56 | 09:44 | 07:12 | |
Refresher Orb | 14 | 3.13% | 49.1 | 71.43% | +25.70% | +28.57% | -38.10% | 0.00% | 45:52 | 28:02 | 37:58 | 44:45 | 51:00 | 60:40 | 13:02 | 09:39 | |
Dagon (level 4) | 9 | 2.01% | 47.4 | 77.78% | +31.89% | +22.22% | +22.22% | 0.00% | 46:09 | 31:24 | 33:22 | 44:46 | 54:29 | 1:04:57 | 21:07 | 15:38 | |
Dagon (level 3) | 9 | 2.01% | 45.6 | 77.78% | +31.89% | +22.22% | +22.22% | 0.00% | 44:55 | 29:48 | 31:37 | 44:10 | 53:56 | 1:04:57 | 22:19 | 16:31 | |
Power Treads | 68 | 15.21% | 43.9 | 47.06% | +0.62% | +23.53% | -23.53% | -26.64% | 08:10 | 04:54 | 07:17 | 08:05 | 09:03 | 15:08 | 01:46 | 01:18 | |
Aghanim's Blessing | 6 | 1.34% | 42.1 | 83.33% | +37.30% | +16.67% | +16.67% | 0.00% | 54:48 | 46:21 | 53:09 | 53:25 | 56:21 | 1:03:44 | 03:12 | 02:22 | |
Dagon (level 5) | 8 | 1.79% | 40.4 | 75.00% | +28.99% | +25.00% | +25.00% | 0.00% | 49:36 | 32:54 | 35:36 | 50:19 | 56:13 | 1:04:57 | 20:37 | 15:16 | |
Wind Waker | 9 | 2.01% | 38.6 | 66.67% | +20.55% | -16.67% | +33.33% | 0.00% | 51:25 | 34:55 | 46:59 | 52:22 | 54:44 | 1:07:02 | 07:45 | 05:44 | |
Scythe of Vyse | 9 | 2.01% | 36.8 | 55.56% | +9.21% | -5.56% | -5.56% | 0.00% | 46:17 | 37:58 | 40:17 | 46:30 | 51:13 | 53:02 | 10:56 | 08:05 | |
Arcane Boots | 10 | 2.24% | 35.1 | 50.00% | +3.55% | +16.67% | -50.00% | 0.00% | 31:09 | 22:10 | 27:59 | 29:47 | 32:59 | 41:37 | 05:00 | 03:42 | |
Orchid Malevolence | 2 | 0.45% | 33.3 | 100.00% | +53.71% | 0.00% | 0.00% | 0.00% | 14:17 | 13:30 | 13:30 | 15:03 | 15:03 | 15:03 | 01:33 | 01:08 | |
Orb of Venom | 2 | 0.45% | 31.6 | 100.00% | +53.71% | 0.00% | 0.00% | 0.00% | 01:41 | -01:29 | -01:29 | 04:50 | 04:50 | 04:50 | 06:19 | 04:40 | |
Lotus Orb | 2 | 0.45% | 29.8 | 100.00% | +53.71% | 0.00% | 0.00% | 0.00% | 37:54 | 30:11 | 30:11 | 45:36 | 45:36 | 45:36 | 15:25 | 11:25 | |
Ring of Protection | 11 | 2.46% | 28.1 | 36.36% | -10.43% | -3.03% | -36.36% | 0.00% | 08:04 | 05:16 | 06:08 | 07:49 | 08:18 | 12:10 | 02:10 | 01:36 | |
Urn of Shadows | 11 | 2.46% | 26.3 | 36.36% | -10.43% | +30.31% | -36.36% | 0.00% | 08:44 | 06:09 | 07:44 | 08:18 | 08:56 | 12:10 | 01:12 | 00:53 | |
Blink Dagger | 12 | 2.68% | 24.6 | 33.33% | -13.57% | +66.67% | -33.33% | 0.00% | 43:31 | 30:15 | 34:35 | 45:13 | 48:10 | 57:19 | 13:35 | 10:03 | |
Hand of Midas | 4 | 0.89% | 22.8 | 50.00% | +3.50% | -50.00% | -50.00% | 0.00% | 11:20 | 08:04 | 08:04 | 11:31 | 12:42 | 13:01 | 04:38 | 03:25 | |
Force Staff | 1 | 0.22% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 0.22% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 0.22% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 08:18 | 00:00 | 00:00 | |
Buckler | 1 | 0.22% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 | |
Divine Rapier | 1 | 0.22% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 00:00 | 00:00 | |
Veil of Discord | 1 | 0.22% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 | |
Spirit Vessel | 10 | 2.24% | 10.5 | 30.00% | -16.91% | +70.00% | -30.00% | 0.00% | 14:50 | 10:58 | 13:04 | 13:33 | 16:29 | 19:23 | 03:25 | 02:31 | |
Fluffy Hat | 2 | 0.45% | 8.8 | 50.00% | +3.48% | -50.00% | 0.00% | 0.00% | 18:51 | 05:59 | 05:59 | 31:43 | 31:43 | 31:43 | 25:44 | 19:03 | |
Blade Mail | 1 | 0.22% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 | |
Nullifier | 1 | 0.22% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 53:38 | 00:00 | 00:00 | |
Falcon Blade | 1 | 0.22% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 0.22% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 53:36 | 00:00 | 00:00 |