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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 | |
 | Bracer | 15 | 41.67% | 100.0 | 86.67% | +34.29% | -36.67% | +13.33% | 38.46% | 02:05 | 00:56 | 01:10 | 02:00 | 02:28 | 05:25 | 01:18 | 00:57 |
 | Heaven's Halberd | 6 | 16.67% | 98.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 24:21 | 17:14 | 20:04 | 20:23 | 26:42 | 38:46 | 06:38 | 04:54 |
 | Aghanim's Scepter | 10 | 27.78% | 96.7 | 90.00% | +32.31% | +10.00% | +10.00% | 0.00% | 30:15 | 23:16 | 24:02 | 24:22 | 33:15 | 48:50 | 09:13 | 06:49 |
 | Sange | 23 | 63.89% | 95.1 | 78.26% | +32.11% | -11.59% | +5.07% | 1.36% | 24:02 | 09:22 | 16:56 | 23:15 | 29:11 | 42:15 | 12:15 | 09:04 |
 | Kaya and Sange | 16 | 44.44% | 93.4 | 81.25% | +26.25% | -31.25% | +18.75% | 4.34% | 27:13 | 12:51 | 20:58 | 27:42 | 32:30 | 38:02 | 11:32 | 08:32 |
 | Kaya | 18 | 50.00% | 91.8 | 77.78% | +22.22% | -17.78% | -2.78% | 1.20% | 26:46 | 12:51 | 20:48 | 24:51 | 33:19 | 37:50 | 12:31 | 09:16 |
 | Overwhelming Blink | 5 | 13.89% | 90.2 | 100.00% | +38.71% | 0.00% | 0.00% | 0.00% | 43:44 | 34:36 | 34:36 | 41:39 | 46:23 | 60:48 | 11:47 | 08:43 |
 | Magic Stick | 28 | 77.78% | 88.5 | 71.43% | +21.43% | +14.28% | 0.00% | -3.97% | 02:08 | -01:29 | 00:08 | 01:20 | 03:44 | 15:00 | 03:36 | 02:40 |
 | Magic Wand | 35 | 97.22% | 86.9 | 68.57% | +68.57% | -13.01% | +9.21% | 5.82% | 04:11 | -01:29 | 01:50 | 04:16 | 05:39 | 22:06 | 03:49 | 02:49 |
 | Boots of Speed | 36 | 100.00% | 85.2 | 66.67% | +66.67% | +11.11% | -11.11% | -20.20% | 03:14 | 01:16 | 02:28 | 03:07 | 03:34 | 06:35 | 01:06 | 00:48 |
 | Boots of Travel | 13 | 36.11% | 83.6 | 76.92% | +16.05% | -10.25% | -10.25% | 0.00% | 36:00 | 26:22 | 29:53 | 35:15 | 36:30 | 58:27 | 06:37 | 04:54 |
 | Boots of Travel 2 | 7 | 19.44% | 82.0 | 85.71% | +23.64% | +14.29% | +14.29% | 0.00% | 49:48 | 29:28 | 42:56 | 48:14 | 50:31 | 1:16:40 | 07:35 | 05:37 |
 | Blink Dagger | 12 | 33.33% | 80.3 | 75.00% | +12.50% | -8.33% | -8.33% | 0.00% | 27:34 | 13:53 | 21:09 | 29:34 | 32:12 | 35:39 | 11:03 | 08:11 |
 | Aghanim's Blessing | 4 | 11.11% | 78.7 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 53:02 | 45:46 | 45:46 | 46:24 | 54:11 | 1:05:45 | 08:25 | 06:14 |
 | Heart of Tarrasque | 14 | 38.89% | 77.0 | 71.43% | +7.79% | +28.57% | -4.76% | -3.21% | 27:36 | 15:14 | 18:44 | 19:47 | 29:07 | 1:09:59 | 10:23 | 07:41 |
 | Aghanim's Shard | 25 | 69.44% | 75.4 | 64.00% | -8.73% | -14.00% | -14.00% | 0.00% | 19:05 | 15:00 | 15:15 | 17:50 | 22:05 | 33:23 | 06:50 | 05:03 |
 | Ring of Protection | 11 | 30.56% | 73.8 | 72.73% | +8.73% | -6.06% | -39.40% | -5.44% | 07:50 | -01:29 | 03:31 | 09:10 | 09:39 | 23:45 | 06:08 | 04:32 |
 | Wind Lace | 21 | 58.33% | 72.1 | 61.90% | -11.43% | +38.10% | -41.90% | -13.56% | 07:32 | -01:29 | 04:02 | 05:13 | 09:56 | 23:45 | 05:54 | 04:22 |
 | Spirit Vessel | 6 | 16.67% | 70.5 | 83.33% | +20.00% | +16.67% | -83.33% | 0.00% | 12:05 | 08:17 | 09:14 | 11:34 | 13:09 | 18:17 | 03:55 | 02:54 |
 | Black King Bar | 6 | 16.67% | 68.9 | 83.33% | +20.00% | +16.67% | -83.33% | 0.00% | 32:07 | 25:23 | 28:07 | 30:51 | 34:51 | 39:12 | 06:44 | 04:59 |
 | Urn of Shadows | 6 | 16.67% | 67.2 | 83.33% | +20.00% | +16.67% | +16.67% | 0.00% | 05:17 | 03:49 | 03:57 | 04:15 | 06:03 | 09:20 | 02:06 | 01:33 |
 | Cornucopia | 3 | 8.33% | 65.6 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 34:22 | 26:40 | 26:40 | 37:19 | 39:07 | 39:07 | 12:27 | 09:13 |
 | Ring of Health | 15 | 41.67% | 63.9 | 60.00% | -11.43% | -10.00% | +15.00% | 2.59% | 17:31 | 02:31 | 12:37 | 15:50 | 22:17 | 34:50 | 09:40 | 07:09 |
 | Rod of Atos | 5 | 13.89% | 62.3 | 80.00% | +15.48% | +20.00% | +20.00% | 0.00% | 11:54 | 10:35 | 10:35 | 10:52 | 11:39 | 15:35 | 01:04 | 00:47 |
 | Lotus Orb | 5 | 13.89% | 60.7 | 80.00% | +15.48% | +20.00% | +20.00% | 0.00% | 28:01 | 16:48 | 16:48 | 29:17 | 30:55 | 35:14 | 14:07 | 10:27 |
 | Shiva's Guard | 5 | 13.89% | 59.0 | 80.00% | +15.48% | +20.00% | +20.00% | 0.00% | 27:20 | 20:02 | 20:02 | 26:45 | 30:02 | 37:02 | 10:00 | 07:24 |
 | Chainmail | 14 | 38.89% | 57.4 | 57.14% | -15.59% | +17.86% | +42.86% | 7.89% | 07:54 | 03:29 | 06:14 | 07:41 | 09:24 | 12:40 | 03:10 | 02:20 |
 | Void Stone | 10 | 27.78% | 55.7 | 60.00% | -9.23% | +6.67% | -10.00% | -1.70% | 27:36 | 10:42 | 25:01 | 27:20 | 34:50 | 42:33 | 09:49 | 07:16 |
 | Guardian Greaves | 8 | 22.22% | 54.1 | 62.50% | -5.36% | -12.50% | -12.50% | 0.00% | 17:22 | 12:42 | 12:52 | 15:39 | 20:49 | 24:13 | 07:57 | 05:53 |
 | Buckler | 8 | 22.22% | 52.5 | 62.50% | -5.36% | +37.50% | -12.50% | -6.25% | 14:18 | 09:17 | 09:39 | 12:34 | 17:39 | 23:45 | 08:00 | 05:55 |
 | Crown | 6 | 16.67% | 50.8 | 66.67% | 0.00% | -16.67% | -66.67% | 0.00% | 05:36 | 03:17 | 03:56 | 05:08 | 06:41 | 07:53 | 02:45 | 02:02 |
 | Arcane Boots | 9 | 25.00% | 49.2 | 55.56% | -14.81% | +44.44% | -5.56% | -8.85% | 07:46 | 04:18 | 04:52 | 06:20 | 10:31 | 14:17 | 05:39 | 04:11 |
 | Mekansm | 9 | 25.00% | 47.5 | 55.56% | -14.81% | -5.56% | +44.44% | 19.35% | 11:04 | 07:54 | 09:18 | 11:04 | 11:53 | 15:40 | 02:35 | 01:54 |
 | Headdress | 9 | 25.00% | 45.9 | 55.56% | -14.81% | +44.44% | +44.44% | 0.00% | 07:48 | 03:29 | 05:01 | 07:19 | 08:57 | 14:07 | 03:56 | 02:54 |
 | Radiance | 4 | 11.11% | 44.3 | 75.00% | +9.37% | -75.00% | +25.00% | 0.00% | 18:16 | 17:15 | 17:15 | 17:55 | 17:58 | 19:54 | 00:43 | 00:31 |
 | Blade Mail | 4 | 11.11% | 42.6 | 75.00% | +9.37% | +25.00% | +25.00% | 0.00% | 08:35 | 07:00 | 07:00 | 07:42 | 08:08 | 11:31 | 01:08 | 00:50 |
 | Power Treads | 4 | 11.11% | 41.0 | 75.00% | +9.37% | +25.00% | +25.00% | 0.00% | 05:43 | 04:39 | 04:39 | 05:03 | 05:43 | 07:25 | 01:04 | 00:47 |
 | Ethereal Blade | 2 | 5.56% | 39.3 | 100.00% | +35.29% | 0.00% | 0.00% | 0.00% | 39:27 | 29:53 | 29:53 | 49:00 | 49:00 | 49:00 | 19:07 | 14:09 |
 | Octarine Core | 2 | 5.56% | 37.7 | 100.00% | +35.29% | 0.00% | 0.00% | 0.00% | 41:59 | 39:20 | 39:20 | 44:37 | 44:37 | 44:37 | 05:17 | 03:54 |
 | Fluffy Hat | 7 | 19.44% | 36.1 | 57.14% | -11.83% | -7.14% | -7.14% | 0.00% | 17:49 | 06:39 | 08:34 | 21:59 | 23:30 | 28:16 | 14:56 | 11:03 |
 | Pipe of Insight | 5 | 13.89% | 34.4 | 60.00% | -7.74% | +40.00% | -60.00% | 0.00% | 20:00 | 16:00 | 16:00 | 19:35 | 22:29 | 23:25 | 06:29 | 04:48 |
 | Hood of Defiance | 9 | 25.00% | 32.8 | 44.44% | -29.63% | +5.56% | +5.56% | 0.00% | 13:05 | 04:41 | 07:30 | 13:11 | 15:50 | 22:29 | 08:20 | 06:10 |
 | Force Staff | 6 | 16.67% | 31.1 | 50.00% | -20.00% | 0.00% | -50.00% | 0.00% | 22:36 | 08:51 | 16:18 | 25:03 | 28:41 | 30:57 | 12:23 | 09:10 |
 | Linken's Sphere | 3 | 8.33% | 29.5 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 36:35 | 27:10 | 27:10 | 39:07 | 43:27 | 43:27 | 16:17 | 12:03 |
 | Wraith Band | 7 | 19.44% | 27.9 | 42.86% | -29.55% | +7.14% | +7.14% | 0.00% | 03:03 | 01:21 | 02:32 | 02:41 | 02:44 | 05:58 | 00:12 | 00:08 |
 | Scythe of Vyse | 1 | 2.78% | 26.2 | 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 |
 | Ghost Scepter | 1 | 2.78% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 2.78% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Diadem | 1 | 2.78% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 2.78% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 2.78% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.78% | 16.4 | 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 |
 | Dagon (level 5) | 1 | 2.78% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.78% | 13.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |
 | Wind Waker | 1 | 2.78% | 11.5 | 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 |
 | Null Talisman | 5 | 13.89% | 9.8 | 40.00% | -30.97% | -40.00% | -40.00% | 0.00% | 02:27 | 00:58 | 00:58 | 01:44 | 02:04 | 05:52 | 01:06 | 00:48 |
 | Quelling Blade | 2 | 5.56% | 8.2 | 50.00% | -17.65% | -50.00% | 0.00% | 0.00% | 01:31 | -01:29 | -01:29 | 04:31 | 04:31 | 04:31 | 06:00 | 04:26 |
 | Dagon | 2 | 5.56% | 6.6 | 50.00% | -17.65% | -50.00% | 0.00% | 0.00% | 15:26 | 10:18 | 10:18 | 20:34 | 20:34 | 20:34 | 10:16 | 07:36 |
 | Aeon Disk | 3 | 8.33% | 4.9 | 33.33% | -36.37% | -33.33% | 0.00% | 0.00% | 31:53 | 25:49 | 25:49 | 30:57 | 38:52 | 38:52 | 13:03 | 09:40 |
 | Eul's Scepter of Divinity | 3 | 8.33% | 3.3 | 33.33% | -36.37% | +66.67% | 0.00% | 0.00% | 22:38 | 12:40 | 12:40 | 27:12 | 28:02 | 28:02 | 15:22 | 11:22 |
 | Phase Boots | 1 | 2.78% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 11:43 | 00:00 | 00:00 |