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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 | 47 | 46.08% | 100.0 | 74.47% | +38.11% | +17.20% | -16.14% | -6.69% | 35:00 | 27:07 | 32:07 | 34:22 | 37:06 | 49:00 | 04:59 | 03:41 |
 | Aether Lens | 52 | 50.98% | 98.1 | 73.08% | +39.08% | +11.54% | -3.85% | -2.06% | 31:40 | 24:14 | 27:44 | 30:24 | 35:13 | 49:00 | 07:29 | 05:32 |
 | Void Stone | 71 | 69.61% | 96.2 | 64.79% | +35.76% | +1.88% | -14.79% | -2.67% | 28:16 | 16:07 | 25:14 | 27:44 | 31:28 | 43:34 | 06:14 | 04:37 |
 | Overwhelming Blink | 31 | 30.39% | 94.2 | 64.52% | +15.22% | +10.48% | -14.52% | -2.84% | 43:39 | 32:17 | 38:42 | 43:56 | 47:30 | 59:21 | 08:48 | 06:31 |
 | Magic Stick | 96 | 94.12% | 92.3 | 55.21% | +21.88% | -9.38% | +3.12% | 4.72% | 03:14 | -01:29 | 01:38 | 02:20 | 04:17 | 18:08 | 02:39 | 01:57 |
 | Magic Wand | 95 | 93.14% | 90.4 | 54.74% | +11.88% | -0.57% | +11.93% | 2.91% | 06:30 | -01:29 | 03:55 | 05:32 | 08:13 | 18:45 | 04:18 | 03:11 |
 | Sange | 77 | 75.49% | 88.5 | 55.84% | +7.84% | +12.58% | -8.47% | -3.84% | 25:44 | 17:05 | 22:38 | 24:31 | 28:07 | 52:07 | 05:29 | 04:03 |
 | Boots of Speed | 102 | 100.00% | 86.5 | 53.92% | +53.92% | -7.77% | +2.08% | 4.80% | 05:35 | -01:29 | 04:39 | 05:32 | 06:42 | 11:56 | 02:03 | 01:31 |
 | Boots of Travel | 17 | 16.67% | 84.6 | 70.59% | +20.00% | +4.41% | -20.59% | -1.16% | 36:37 | 19:38 | 25:13 | 36:30 | 46:41 | 60:33 | 21:28 | 15:54 |
 | Kaya | 88 | 86.27% | 82.7 | 54.55% | +4.55% | +18.18% | 0.00% | -3.21% | 23:58 | 17:08 | 20:39 | 23:34 | 26:19 | 34:50 | 05:40 | 04:11 |
 | Ring of Health | 32 | 31.37% | 80.8 | 62.50% | +12.50% | +25.00% | -25.00% | -5.81% | 30:52 | 18:11 | 25:27 | 27:12 | 34:03 | 1:05:48 | 08:36 | 06:22 |
 | Blink Dagger | 101 | 99.02% | 78.8 | 53.47% | -46.53% | +26.53% | -17.47% | -13.89% | 17:50 | 13:55 | 16:02 | 17:31 | 19:12 | 23:53 | 03:10 | 02:20 |
 | Bottle | 101 | 99.02% | 76.9 | 53.47% | -46.53% | +6.53% | -13.47% | -20.00% | 01:54 | 00:17 | 01:19 | 01:34 | 01:58 | 08:19 | 00:39 | 00:28 |
 | Kaya and Sange | 76 | 74.51% | 75.0 | 55.26% | +5.26% | +18.42% | -7.89% | -5.28% | 27:07 | 20:38 | 23:46 | 26:13 | 28:45 | 52:24 | 04:59 | 03:41 |
 | Witch Blade | 99 | 97.06% | 73.1 | 53.54% | -13.13% | +10.46% | -5.54% | -7.50% | 13:16 | 09:05 | 12:15 | 13:15 | 14:23 | 16:51 | 02:08 | 01:34 |
 | Chainmail | 99 | 97.06% | 71.2 | 53.54% | -13.13% | +14.46% | -9.54% | -7.70% | 11:07 | 03:01 | 09:47 | 11:33 | 12:54 | 16:18 | 03:07 | 02:18 |
 | Power Treads | 82 | 80.39% | 69.2 | 53.66% | -1.34% | -1.28% | +6.34% | 5.86% | 08:04 | 04:38 | 06:55 | 07:25 | 08:13 | 19:00 | 01:18 | 00:57 |
 | Linken's Sphere | 31 | 30.39% | 67.3 | 61.29% | +10.59% | +38.71% | -23.79% | -8.26% | 32:40 | 22:47 | 26:30 | 29:39 | 34:04 | 1:05:55 | 07:34 | 05:36 |
 | Aeon Disk | 24 | 23.53% | 65.4 | 58.33% | +5.77% | +25.00% | -8.33% | -2.84% | 36:48 | 22:28 | 29:56 | 33:55 | 41:39 | 55:02 | 11:43 | 08:40 |
 | Revenant's Brooch | 6 | 5.88% | 63.5 | 83.33% | +31.25% | +16.67% | -83.33% | -15.87% | 46:52 | 35:59 | 44:44 | 46:13 | 51:02 | 53:25 | 06:18 | 04:40 |
 | Ghost Scepter | 3 | 2.94% | 61.5 | 100.00% | +47.47% | 0.00% | 0.00% | 0.00% | 29:54 | 24:53 | 24:53 | 32:23 | 32:26 | 32:26 | 07:33 | 05:35 |
 | Eul's Scepter of Divinity | 10 | 9.80% | 59.6 | 60.00% | +6.74% | +40.00% | -10.00% | -14.15% | 22:09 | 16:16 | 20:56 | 21:54 | 24:28 | 26:21 | 03:32 | 02:37 |
 | Wind Lace | 11 | 10.78% | 57.7 | 54.55% | +0.70% | +12.12% | -21.22% | -5.39% | 18:25 | 13:47 | 14:28 | 18:07 | 20:39 | 25:14 | 06:11 | 04:34 |
 | Ethereal Blade | 4 | 3.92% | 55.8 | 75.00% | +21.94% | -75.00% | +25.00% | 0.00% | 29:59 | 25:39 | 25:39 | 26:58 | 33:19 | 34:00 | 07:40 | 05:40 |
 | Aghanim's Shard | 4 | 3.92% | 53.8 | 75.00% | +21.94% | +25.00% | +25.00% | 0.00% | 58:04 | 52:29 | 52:29 | 52:43 | 1:02:58 | 1:04:06 | 10:29 | 07:45 |
 | Fluffy Hat | 2 | 1.96% | 51.9 | 100.00% | +47.00% | 0.00% | 0.00% | 0.00% | 23:23 | 16:09 | 16:09 | 30:37 | 30:37 | 30:37 | 14:28 | 10:42 |
 | Force Staff | 2 | 1.96% | 50.0 | 100.00% | +47.00% | 0.00% | 0.00% | 0.00% | 24:41 | 18:44 | 18:44 | 30:37 | 30:37 | 30:37 | 11:53 | 08:48 |
 | Null Talisman | 14 | 13.73% | 48.1 | 35.71% | -21.11% | +14.29% | -2.38% | -6.95% | 04:42 | 02:48 | 03:39 | 03:51 | 06:03 | 09:06 | 02:24 | 01:46 |
 | Black King Bar | 6 | 5.88% | 46.2 | 50.00% | -4.17% | -50.00% | +50.00% | 7.26% | 39:26 | 31:04 | 32:11 | 35:04 | 45:58 | 53:14 | 13:47 | 10:12 |
 | Ring of Protection | 3 | 2.94% | 44.2 | 66.67% | +13.13% | +33.33% | 0.00% | 0.00% | 05:25 | 03:21 | 03:21 | 05:15 | 07:40 | 07:40 | 04:19 | 03:11 |
 | Spirit Vessel | 3 | 2.94% | 42.3 | 66.67% | +13.13% | +33.33% | 0.00% | 0.00% | 13:55 | 10:53 | 10:53 | 13:59 | 16:53 | 16:53 | 06:00 | 04:26 |
 | Refresher Orb | 3 | 2.94% | 40.4 | 66.67% | +13.13% | +33.33% | 0.00% | 0.00% | 59:01 | 51:45 | 51:45 | 1:02:19 | 1:03:00 | 1:03:00 | 11:15 | 08:20 |
 | Urn of Shadows | 3 | 2.94% | 38.5 | 66.67% | +13.13% | +33.33% | 0.00% | 0.00% | 08:04 | 04:41 | 04:41 | 09:22 | 10:08 | 10:08 | 05:27 | 04:02 |
 | Crown | 7 | 6.86% | 36.5 | 42.86% | -11.88% | +57.14% | +7.14% | -2.36% | 41:28 | 27:34 | 31:33 | 35:57 | 52:42 | 55:36 | 21:09 | 15:40 |
 | Dagon | 9 | 8.82% | 34.6 | 33.33% | -22.58% | +16.67% | +16.67% | 0.00% | 39:32 | 27:34 | 30:29 | 35:08 | 52:42 | 55:36 | 22:13 | 16:27 |
 | Sange and Yasha | 1 | 0.98% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.98% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.98% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Dagon (level 3) | 5 | 4.90% | 26.9 | 40.00% | -14.64% | -40.00% | +60.00% | 0.00% | 47:38 | 37:14 | 37:14 | 52:42 | 54:29 | 55:37 | 17:15 | 12:46 |
 | Aghanim's Blessing | 2 | 1.96% | 25.0 | 50.00% | -4.00% | +50.00% | 0.00% | 0.00% | 1:02:26 | 58:04 | 58:04 | 1:06:47 | 1:06:47 | 1:06:47 | 08:43 | 06:27 |
 | Wind Waker | 2 | 1.96% | 23.1 | 50.00% | -4.00% | -50.00% | 0.00% | 0.00% | 53:34 | 53:15 | 53:15 | 53:52 | 53:52 | 53:52 | 00:37 | 00:27 |
 | Aghanim's Scepter | 2 | 1.96% | 21.2 | 50.00% | -4.00% | +50.00% | 0.00% | 0.00% | 1:02:12 | 58:04 | 58:04 | 1:06:19 | 1:06:19 | 1:06:19 | 08:15 | 06:06 |
 | Lotus Orb | 2 | 1.96% | 19.2 | 50.00% | -4.00% | -50.00% | 0.00% | 0.00% | 29:02 | 28:18 | 28:18 | 29:46 | 29:46 | 29:46 | 01:28 | 01:05 |
 | Boots of Travel 2 | 2 | 1.96% | 17.3 | 50.00% | -4.00% | +50.00% | 0.00% | 0.00% | 47:18 | 43:43 | 43:43 | 50:53 | 50:53 | 50:53 | 07:10 | 05:18 |
 | Dagon (level 5) | 3 | 2.94% | 15.4 | 33.33% | -21.22% | +66.67% | 0.00% | 0.00% | 56:01 | 55:38 | 55:38 | 56:04 | 56:22 | 56:22 | 00:44 | 00:32 |
 | Dagon (level 4) | 3 | 2.94% | 13.5 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 55:24 | 55:02 | 55:02 | 55:32 | 55:37 | 55:37 | 00:35 | 00:25 |
 | Dagon (level 2) | 5 | 4.90% | 11.5 | 20.00% | -35.67% | -20.00% | +80.00% | 0.00% | 46:35 | 35:13 | 35:13 | 52:42 | 53:26 | 55:37 | 18:13 | 13:29 |
 | Moon Shard | 1 | 0.98% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.98% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 0.98% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 17:29 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.98% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.98% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 37:24 | 00:00 | 00:00 |