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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 | 84 | 30.00% | 100.0 | 67.86% | +27.55% | -10.72% | -1.19% | 1.21% | 34:52 | 25:37 | 30:11 | 33:43 | 38:05 | 56:04 | 07:54 | 05:51 | |
Witch Blade | 37 | 13.21% | 98.1 | 72.97% | +28.11% | -6.30% | -17.41% | -1.09% | 24:29 | 11:11 | 19:18 | 27:12 | 29:29 | 33:22 | 10:11 | 07:32 | |
Chainmail | 38 | 13.57% | 96.3 | 71.05% | +26.01% | -1.05% | -15.49% | -1.94% | 24:01 | 07:34 | 21:25 | 26:36 | 28:52 | 33:22 | 07:27 | 05:31 | |
Void Stone | 195 | 69.64% | 94.4 | 55.38% | +22.44% | +5.84% | -10.48% | -2.03% | 27:46 | 10:30 | 23:51 | 27:25 | 31:54 | 47:27 | 08:03 | 05:57 | |
Aether Lens | 178 | 63.57% | 92.6 | 54.49% | +16.25% | +7.73% | -9.04% | -2.23% | 28:15 | 12:45 | 24:20 | 27:26 | 31:52 | 49:04 | 07:32 | 05:34 | |
Aghanim's Shard | 87 | 31.07% | 90.7 | 57.47% | +12.91% | +1.62% | -2.92% | -0.96% | 25:37 | 15:38 | 22:03 | 23:53 | 26:48 | 59:36 | 04:45 | 03:31 | |
Null Talisman | 67 | 23.93% | 88.9 | 58.21% | +12.67% | -5.27% | -5.27% | 0.00% | 03:28 | -01:30 | 01:46 | 02:49 | 04:28 | 12:21 | 02:42 | 02:00 | |
Linken's Sphere | 11 | 3.93% | 87.0 | 81.82% | +34.61% | +18.18% | +18.18% | 0.00% | 35:57 | 26:34 | 31:24 | 35:38 | 39:25 | 42:45 | 08:01 | 05:56 | |
Eul's Scepter of Divinity | 11 | 3.93% | 85.2 | 81.82% | +34.61% | -15.15% | -15.15% | 0.00% | 28:41 | 16:48 | 19:15 | 28:28 | 32:50 | 46:52 | 13:35 | 10:03 | |
Blink Dagger | 243 | 86.79% | 83.3 | 50.62% | +15.48% | +13.31% | -12.92% | -4.41% | 22:43 | 10:55 | 20:12 | 22:54 | 26:09 | 39:04 | 05:57 | 04:24 | |
Boots of Speed | 280 | 100.00% | 81.5 | 48.57% | +48.57% | -7.14% | +1.43% | 8.16% | 03:27 | -01:29 | 02:54 | 03:20 | 03:57 | 07:28 | 01:03 | 00:46 | |
Wind Lace | 242 | 86.43% | 79.6 | 48.35% | -1.65% | -5.73% | -3.35% | 0.63% | 06:07 | -01:29 | 04:00 | 05:04 | 07:45 | 26:26 | 03:45 | 02:46 | |
Black King Bar | 251 | 89.64% | 77.8 | 48.21% | -3.51% | +16.87% | -5.35% | -7.21% | 20:16 | 15:25 | 17:53 | 19:12 | 20:58 | 40:26 | 03:05 | 02:17 | |
Ring of Health | 55 | 19.64% | 75.9 | 56.36% | +9.69% | +22.21% | +0.78% | -2.65% | 37:36 | 25:08 | 33:19 | 37:14 | 41:24 | 53:57 | 08:05 | 05:59 | |
Magic Wand | 245 | 87.50% | 74.1 | 48.16% | -3.27% | -0.62% | +4.30% | 1.02% | 07:52 | -01:29 | 05:16 | 06:32 | 10:05 | 27:22 | 04:49 | 03:34 | |
Magic Stick | 252 | 90.00% | 72.2 | 48.02% | -5.55% | -0.40% | +2.77% | 0.55% | 05:22 | -01:29 | 02:29 | 04:41 | 08:15 | 21:46 | 05:46 | 04:16 | |
Tranquil Boots | 39 | 13.93% | 70.4 | 58.97% | +12.08% | +1.03% | +1.03% | 0.00% | 09:21 | 03:25 | 05:13 | 07:06 | 12:15 | 22:19 | 07:02 | 05:12 | |
Bottle | 206 | 73.57% | 68.5 | 47.09% | -5.61% | -10.55% | +15.66% | 26.21% | 01:37 | 00:32 | 01:18 | 01:32 | 01:46 | 06:00 | 00:28 | 00:20 | |
Refresher Orb | 42 | 15.00% | 66.7 | 54.76% | +7.28% | -0.21% | -4.76% | -0.63% | 40:15 | 31:13 | 36:42 | 38:53 | 43:53 | 54:02 | 07:11 | 05:19 | |
Force Staff | 79 | 28.21% | 64.8 | 48.10% | -0.66% | +21.90% | -13.10% | -3.56% | 30:22 | 12:39 | 24:21 | 30:46 | 34:11 | 49:25 | 09:50 | 07:17 | |
Boots of Bearing | 22 | 7.86% | 63.0 | 59.09% | +11.42% | +7.58% | +20.91% | 1.94% | 23:10 | 15:08 | 17:47 | 20:58 | 24:39 | 44:00 | 06:52 | 05:05 | |
Fluffy Hat | 82 | 29.29% | 61.1 | 46.34% | -3.15% | +15.56% | -16.34% | -3.06% | 29:04 | 05:56 | 23:29 | 30:04 | 33:55 | 49:25 | 10:26 | 07:43 | |
Drum of Endurance | 36 | 12.86% | 59.3 | 52.78% | +4.83% | +13.89% | +13.89% | 0.00% | 11:38 | 07:23 | 09:34 | 10:26 | 11:38 | 31:49 | 02:04 | 01:31 | |
Ring of Protection | 6 | 2.14% | 57.4 | 66.67% | +18.49% | -16.67% | +33.33% | 0.00% | 14:55 | 04:33 | 05:57 | 06:57 | 29:37 | 33:12 | 23:40 | 17:31 | |
Aeon Disk | 6 | 2.14% | 55.6 | 66.67% | +18.49% | +33.33% | +33.33% | 0.00% | 39:02 | 34:05 | 36:12 | 37:20 | 42:13 | 42:41 | 06:01 | 04:27 | |
Quelling Blade | 18 | 6.43% | 53.7 | 44.44% | -4.41% | +35.56% | +5.56% | 0.00% | 00:25 | -01:29 | -01:29 | -01:29 | -01:29 | 19:36 | 00:00 | 00:00 | |
Aghanim's Scepter | 9 | 3.21% | 51.9 | 55.56% | +7.22% | -5.56% | -5.56% | 0.00% | 42:20 | 31:37 | 37:16 | 41:17 | 43:20 | 54:44 | 06:04 | 04:29 | |
Assault Cuirass | 2 | 0.71% | 50.0 | 100.00% | +51.80% | 0.00% | 0.00% | 0.00% | 32:42 | 31:24 | 31:24 | 33:59 | 33:59 | 33:59 | 02:35 | 01:54 | |
Wind Waker | 2 | 0.71% | 48.1 | 100.00% | +51.80% | 0.00% | 0.00% | 0.00% | 47:13 | 41:30 | 41:30 | 52:55 | 52:55 | 52:55 | 11:25 | 08:27 | |
Buckler | 2 | 0.71% | 46.3 | 100.00% | +51.80% | 0.00% | 0.00% | 0.00% | 31:25 | 29:38 | 29:38 | 33:12 | 33:12 | 33:12 | 03:34 | 02:38 | |
Moon Shard | 2 | 0.71% | 44.4 | 100.00% | +51.80% | 0.00% | 0.00% | 0.00% | 50:08 | 46:49 | 46:49 | 53:27 | 53:27 | 53:27 | 06:38 | 04:54 | |
Overwhelming Blink | 3 | 1.07% | 42.6 | 66.67% | +18.29% | +33.33% | 0.00% | 0.00% | 52:34 | 46:03 | 46:03 | 51:40 | 60:00 | 60:00 | 13:57 | 10:20 | |
Dragon Lance | 3 | 1.07% | 40.7 | 66.67% | +18.29% | -66.67% | 0.00% | 0.00% | 25:50 | 21:57 | 21:57 | 25:29 | 30:04 | 30:04 | 08:07 | 06:00 | |
Power Treads | 3 | 1.07% | 38.9 | 66.67% | +18.29% | +33.33% | 0.00% | 0.00% | 09:10 | 07:00 | 07:00 | 08:07 | 12:24 | 12:24 | 05:24 | 04:00 | |
Urn of Shadows | 3 | 1.07% | 37.0 | 66.67% | +18.29% | -66.67% | 0.00% | 0.00% | 06:19 | 05:01 | 05:01 | 06:12 | 07:43 | 07:43 | 02:42 | 02:00 | |
Arcane Boots | 8 | 2.86% | 35.2 | 37.50% | -11.40% | -37.50% | -37.50% | 0.00% | 18:29 | 05:29 | 06:42 | 15:05 | 24:08 | 38:52 | 17:26 | 12:54 | |
Bracer | 4 | 1.43% | 33.3 | 50.00% | +1.45% | -50.00% | +50.00% | 0.00% | 03:56 | 01:34 | 01:34 | 03:22 | 04:14 | 06:35 | 02:40 | 01:58 | |
Shiva's Guard | 4 | 1.43% | 31.5 | 50.00% | +1.45% | -50.00% | -50.00% | 0.00% | 38:32 | 36:23 | 36:23 | 36:37 | 39:08 | 42:01 | 02:45 | 02:02 | |
Ghost Scepter | 4 | 1.43% | 29.6 | 50.00% | +1.45% | +50.00% | -50.00% | 0.00% | 35:42 | 31:21 | 31:21 | 31:39 | 39:43 | 40:05 | 08:22 | 06:11 | |
Aghanim's Blessing | 1 | 0.36% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 | |
Swift Blink | 1 | 0.36% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 51:19 | 00:00 | 00:00 | |
Shadow Blade | 1 | 0.36% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 0.36% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 0.36% | 20.4 | 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 | |
Spirit Vessel | 1 | 0.36% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 11:02 | 00:00 | 00:00 | |
Hurricane Pike | 1 | 0.36% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 | |
Sange | 1 | 0.36% | 14.8 | 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 | |
Scythe of Vyse | 1 | 0.36% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 00:00 | 00:00 | |
Hand of Midas | 1 | 0.36% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 | |
Butterfly | 1 | 0.36% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 | |
Kaya | 2 | 0.71% | 7.4 | 50.00% | +1.44% | +50.00% | 0.00% | 0.00% | 38:44 | 32:33 | 32:33 | 44:55 | 44:55 | 44:55 | 12:22 | 09:09 | |
Lotus Orb | 3 | 1.07% | 5.6 | 33.33% | -15.41% | +66.67% | 0.00% | 0.00% | 34:36 | 26:29 | 26:29 | 32:19 | 45:00 | 45:00 | 18:31 | 13:42 | |
Ring of Basilius | 1 | 0.36% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:47 | 06:47 | 06:47 | 06:47 | 06:47 | 06:47 | 00:00 | 00:00 | |
Soul Ring | 1 | 0.36% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |