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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 | |
 | Aghanim's Scepter | 9 | 19.57% | 100.0 | 88.89% | +42.94% | +11.11% | +11.11% | 0.00% | 28:12 | 23:16 | 23:56 | 24:22 | 26:29 | 48:11 | 02:33 | 01:53 |
 | Ring of Health | 21 | 45.65% | 98.3 | 66.67% | +22.67% | -6.67% | +13.33% | 1.40% | 16:49 | 05:21 | 07:35 | 15:50 | 21:50 | 34:50 | 14:15 | 10:33 |
 | Ring of Protection | 16 | 34.78% | 96.6 | 68.75% | +22.08% | -18.75% | -18.75% | 0.00% | 07:26 | 02:40 | 03:43 | 07:56 | 09:39 | 14:43 | 05:56 | 04:23 |
 | Heart of Tarrasque | 18 | 39.13% | 94.8 | 66.67% | +20.24% | +33.33% | +33.33% | 0.00% | 27:50 | 15:14 | 18:45 | 28:56 | 33:07 | 54:10 | 14:22 | 10:38 |
 | Lotus Orb | 9 | 19.57% | 93.1 | 77.78% | +29.13% | +22.22% | +22.22% | 0.00% | 26:00 | 16:48 | 20:10 | 27:49 | 29:17 | 35:14 | 09:07 | 06:45 |
 | Arcane Boots | 9 | 19.57% | 91.4 | 77.78% | +29.13% | +22.22% | +22.22% | 0.00% | 07:22 | 04:18 | 04:52 | 06:59 | 08:34 | 11:25 | 03:42 | 02:44 |
 | Headdress | 11 | 23.91% | 89.7 | 72.73% | +24.16% | +27.27% | -6.06% | -6.92% | 10:01 | 05:01 | 06:08 | 09:32 | 10:57 | 17:53 | 04:49 | 03:34 |
 | Magic Stick | 35 | 76.09% | 87.9 | 57.14% | +11.69% | -1.58% | -1.58% | 0.00% | 01:54 | -01:29 | 00:29 | 01:28 | 02:50 | 13:46 | 02:21 | 01:44 |
 | Void Stone | 13 | 28.26% | 86.2 | 69.23% | +20.75% | +30.77% | +30.77% | 0.00% | 24:19 | 10:42 | 12:54 | 25:01 | 29:01 | 42:33 | 16:07 | 11:56 |
 | Magic Wand | 46 | 100.00% | 84.5 | 54.35% | +54.35% | -12.68% | -17.99% | -1.20% | 03:29 | -01:29 | 00:39 | 03:50 | 05:05 | 14:40 | 04:26 | 03:17 |
 | Boots of Speed | 46 | 100.00% | 82.8 | 54.35% | +54.35% | +3.98% | -8.90% | -6.96% | 03:16 | 01:16 | 02:18 | 03:05 | 04:09 | 06:35 | 01:51 | 01:22 |
 | Bracer | 19 | 41.30% | 81.0 | 63.16% | +15.01% | +16.84% | -3.16% | -17.65% | 02:17 | 00:56 | 01:20 | 02:00 | 02:28 | 06:22 | 01:08 | 00:50 |
 | Rod of Atos | 6 | 13.04% | 79.3 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 10:58 | 09:24 | 09:40 | 09:54 | 10:54 | 15:35 | 01:14 | 00:54 |
 | Kaya | 26 | 56.52% | 77.6 | 57.69% | +7.69% | -14.83% | +8.98% | 2.11% | 25:20 | 12:51 | 20:08 | 22:20 | 31:25 | 37:50 | 11:17 | 08:21 |
 | Kaya and Sange | 24 | 52.17% | 75.9 | 58.33% | +8.33% | -25.00% | +25.00% | 4.79% | 25:33 | 12:51 | 20:23 | 23:26 | 30:49 | 38:02 | 10:26 | 07:43 |
 | Mekansm | 8 | 17.39% | 74.1 | 75.00% | +25.00% | -25.00% | -25.00% | 0.00% | 11:02 | 07:54 | 09:18 | 10:18 | 12:56 | 13:08 | 03:38 | 02:41 |
 | Pipe of Insight | 8 | 17.39% | 72.4 | 75.00% | +25.00% | +25.00% | -25.00% | 0.00% | 19:31 | 15:19 | 15:58 | 18:31 | 21:04 | 23:50 | 05:06 | 03:46 |
 | Sange | 32 | 69.57% | 70.7 | 53.13% | -4.01% | -15.63% | +21.87% | 3.98% | 22:14 | 09:22 | 17:03 | 20:23 | 26:29 | 42:15 | 09:26 | 06:59 |
 | Wind Lace | 21 | 45.65% | 69.0 | 57.14% | +5.14% | +22.86% | -17.14% | -7.50% | 06:20 | 01:45 | 03:34 | 04:34 | 08:54 | 13:44 | 05:20 | 03:57 |
 | Aghanim's Shard | 35 | 76.09% | 67.2 | 51.43% | -12.21% | -18.10% | +4.13% | 3.07% | 20:42 | 15:00 | 15:46 | 18:43 | 23:01 | 35:38 | 07:15 | 05:22 |
 | Aghanim's Blessing | 3 | 6.52% | 65.5 | 100.00% | +48.84% | 0.00% | 0.00% | 0.00% | 48:47 | 45:46 | 45:46 | 46:24 | 54:11 | 54:11 | 08:25 | 06:14 |
 | Boots of Travel | 18 | 39.13% | 63.8 | 55.56% | +1.99% | +44.44% | -5.56% | -10.49% | 36:59 | 26:07 | 34:48 | 36:30 | 39:34 | 48:15 | 04:46 | 03:31 |
 | Urn of Shadows | 9 | 19.57% | 62.1 | 66.67% | +15.32% | -16.67% | +33.33% | 34.88% | 05:34 | 03:35 | 04:15 | 04:53 | 05:41 | 09:20 | 01:26 | 01:03 |
 | Shiva's Guard | 9 | 19.57% | 60.3 | 66.67% | +15.32% | -16.67% | +33.33% | 3.33% | 32:14 | 20:02 | 22:50 | 33:55 | 37:52 | 41:01 | 15:02 | 11:08 |
 | Buckler | 7 | 15.22% | 58.6 | 71.43% | +20.15% | +28.57% | -21.43% | 0.00% | 13:23 | 07:56 | 09:17 | 10:27 | 12:21 | 29:17 | 03:04 | 02:16 |
 | Crown | 7 | 15.22% | 56.9 | 71.43% | +20.15% | -21.43% | -21.43% | 0.00% | 05:17 | 03:17 | 04:20 | 05:22 | 06:07 | 06:33 | 01:47 | 01:19 |
 | Guardian Greaves | 7 | 15.22% | 55.2 | 71.43% | +20.15% | -21.43% | -21.43% | 0.00% | 16:57 | 12:42 | 12:52 | 14:21 | 17:40 | 29:36 | 04:48 | 03:33 |
 | Black King Bar | 19 | 41.30% | 53.4 | 52.63% | -2.93% | +27.37% | -32.63% | -4.45% | 29:44 | 15:02 | 20:49 | 30:51 | 34:18 | 45:47 | 13:29 | 09:59 |
 | Spirit Vessel | 8 | 17.39% | 51.7 | 62.50% | +9.87% | -12.50% | +37.50% | 0.00% | 12:47 | 11:04 | 11:34 | 12:02 | 13:15 | 15:18 | 01:41 | 01:14 |
 | Boots of Travel 2 | 8 | 17.39% | 50.0 | 62.50% | +9.87% | -12.50% | -12.50% | 0.00% | 46:31 | 29:28 | 41:02 | 48:02 | 50:31 | 59:06 | 09:29 | 07:01 |
 | Null Talisman | 15 | 32.61% | 48.3 | 46.67% | -11.39% | +3.33% | -21.67% | -25.00% | 02:03 | 00:58 | 01:15 | 01:44 | 02:05 | 05:52 | 00:50 | 00:37 |
 | Quelling Blade | 2 | 4.35% | 46.6 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 01:31 | -01:29 | -01:29 | 04:31 | 04:31 | 04:31 | 06:00 | 04:26 |
 | Cornucopia | 2 | 4.35% | 44.8 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 38:13 | 37:19 | 37:19 | 39:07 | 39:07 | 39:07 | 01:48 | 01:20 |
 | Chainmail | 13 | 28.26% | 43.1 | 46.15% | -11.43% | -12.82% | -12.82% | 0.00% | 08:26 | 04:10 | 06:10 | 07:42 | 10:42 | 12:54 | 04:32 | 03:21 |
 | Blink Dagger | 14 | 30.43% | 41.4 | 42.86% | -16.52% | +7.14% | +23.81% | 2.05% | 31:54 | 21:48 | 26:43 | 31:10 | 34:51 | 51:34 | 08:08 | 06:01 |
 | Hood of Defiance | 8 | 17.39% | 39.7 | 50.00% | -5.26% | +50.00% | -50.00% | 0.00% | 09:00 | 05:23 | 06:41 | 07:45 | 10:13 | 15:50 | 03:32 | 02:37 |
 | Wraith Band | 6 | 13.04% | 37.9 | 50.00% | -5.00% | 0.00% | +50.00% | 0.00% | 03:01 | 01:35 | 02:32 | 02:38 | 02:44 | 05:58 | 00:12 | 00:08 |
 | Overwhelming Blink | 3 | 6.52% | 36.2 | 66.67% | +13.18% | +33.33% | 0.00% | 0.00% | 47:17 | 41:39 | 41:39 | 42:41 | 57:30 | 57:30 | 15:51 | 11:44 |
 | Octarine Core | 3 | 6.52% | 34.5 | 66.67% | +13.18% | +33.33% | 0.00% | 0.00% | 43:57 | 39:20 | 39:20 | 44:37 | 47:53 | 47:53 | 08:33 | 06:20 |
 | Power Treads | 7 | 15.22% | 32.8 | 42.86% | -13.55% | +7.14% | +7.14% | 0.00% | 05:39 | 04:16 | 05:03 | 05:28 | 05:52 | 07:25 | 00:49 | 00:36 |
 | Fluffy Hat | 8 | 17.39% | 31.0 | 37.50% | -20.39% | -37.50% | +12.50% | 0.00% | 14:09 | 02:11 | 04:46 | 10:17 | 18:53 | 28:16 | 14:07 | 10:27 |
 | Eul's Scepter of Divinity | 4 | 8.70% | 29.3 | 50.00% | -4.76% | +50.00% | -50.00% | 0.00% | 19:55 | 12:40 | 12:40 | 13:31 | 26:17 | 27:12 | 13:37 | 10:05 |
 | Holy Locket | 1 | 2.17% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 24:01 | 00:00 | 00:00 |
 | Diadem | 1 | 2.17% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.17% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:41 | 58:41 | 58:41 | 58:41 | 58:41 | 58:41 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.17% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.17% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.17% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 41:15 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.17% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Force Staff | 6 | 13.04% | 15.5 | 33.33% | -24.17% | -33.33% | -33.33% | 0.00% | 19:13 | 08:51 | 09:48 | 19:12 | 25:03 | 30:57 | 15:15 | 11:17 |
 | Heaven's Halberd | 6 | 13.04% | 13.8 | 33.33% | -24.17% | +16.67% | -33.33% | 0.00% | 25:33 | 20:23 | 22:53 | 22:55 | 27:34 | 32:48 | 04:41 | 03:28 |
 | Aeon Disk | 2 | 4.35% | 12.1 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 26:03 | 25:49 | 25:49 | 26:16 | 26:16 | 26:16 | 00:27 | 00:20 |
 | Linken's Sphere | 2 | 4.35% | 10.3 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 38:34 | 38:00 | 38:00 | 39:07 | 39:07 | 39:07 | 01:07 | 00:49 |
 | Radiance | 8 | 17.39% | 8.6 | 12.50% | -50.66% | -12.50% | -12.50% | 0.00% | 25:39 | 14:55 | 17:15 | 22:02 | 29:31 | 45:30 | 12:16 | 09:05 |
 | Dagon | 1 | 2.17% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 2.17% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 00:00 | 00:00 |
 | Blade Mail | 5 | 10.87% | 3.4 | 0.00% | -60.98% | 0.00% | 0.00% | 0.00% | 10:36 | 07:40 | 07:40 | 08:55 | 11:19 | 17:23 | 03:39 | 02:42 |
 | Tranquil Boots | 1 | 2.17% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 00:00 | 00:00 |