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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 | 21 | 21.88% | 100.0 | 85.71% | +43.04% | +14.29% | -5.71% | -1.10% | 34:33 | 22:56 | 26:48 | 31:21 | 44:57 | 52:21 | 18:09 | 13:26 |
 | Blade Mail | 26 | 27.08% | 97.9 | 69.23% | +23.52% | +2.20% | -2.56% | -3.04% | 12:46 | 10:11 | 11:40 | 12:07 | 13:14 | 18:32 | 01:34 | 01:09 |
 | Bottle | 43 | 44.79% | 95.8 | 62.79% | +19.39% | -26.43% | -8.24% | 18.19% | 01:36 | 00:41 | 01:27 | 01:34 | 01:43 | 02:12 | 00:16 | 00:11 |
 | Overwhelming Blink | 5 | 5.21% | 93.8 | 100.00% | +50.55% | 0.00% | 0.00% | 0.00% | 46:36 | 34:57 | 34:57 | 48:45 | 51:38 | 56:04 | 16:41 | 12:21 |
 | Heart of Tarrasque | 26 | 27.08% | 91.7 | 65.38% | +18.24% | +20.33% | -15.38% | -4.12% | 25:46 | 14:33 | 21:07 | 21:34 | 29:47 | 58:30 | 08:40 | 06:25 |
 | Chainmail | 84 | 87.50% | 89.6 | 54.76% | +21.43% | -2.38% | -7.14% | -1.90% | 06:52 | 02:10 | 05:11 | 06:26 | 07:41 | 24:20 | 02:30 | 01:51 |
 | Phase Boots | 84 | 87.50% | 87.5 | 54.76% | +21.43% | -2.38% | -2.38% | 0.00% | 07:58 | 05:02 | 06:20 | 07:20 | 08:51 | 24:57 | 02:31 | 01:51 |
 | Magic Wand | 91 | 94.79% | 85.4 | 53.85% | +33.85% | +7.02% | -1.68% | -2.36% | 07:59 | -01:29 | 06:09 | 08:24 | 09:50 | 22:06 | 03:41 | 02:43 |
 | Blink Dagger | 53 | 55.21% | 83.3 | 56.60% | +10.09% | +20.32% | -10.45% | -2.07% | 32:44 | 17:32 | 23:14 | 32:40 | 38:07 | 58:21 | 14:53 | 11:01 |
 | Wind Lace | 91 | 94.79% | 81.3 | 52.75% | +12.75% | +3.77% | -4.92% | -2.44% | 05:45 | -01:30 | 03:36 | 05:52 | 07:10 | 32:35 | 03:34 | 02:38 |
 | Boots of Speed | 96 | 100.00% | 79.2 | 52.08% | +52.08% | -22.91% | -2.08% | 14.04% | 03:44 | -01:29 | 02:48 | 03:39 | 04:17 | 10:07 | 01:29 | 01:05 |
 | Black King Bar | 83 | 86.46% | 77.1 | 53.01% | +6.86% | -0.63% | -0.63% | 0.00% | 21:31 | 15:08 | 17:01 | 18:23 | 23:31 | 46:43 | 06:30 | 04:48 |
 | Magic Stick | 90 | 93.75% | 75.0 | 51.11% | -15.56% | -7.63% | +3.44% | 1.78% | 04:28 | -01:29 | 01:24 | 04:59 | 07:38 | 22:06 | 06:14 | 04:37 |
 | Quelling Blade | 51 | 53.13% | 72.9 | 54.90% | +6.01% | -8.75% | +14.33% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Kaya and Sange | 27 | 28.13% | 70.8 | 59.26% | +9.98% | -2.12% | -2.12% | 0.00% | 33:00 | 22:14 | 27:09 | 33:33 | 36:29 | 56:57 | 09:20 | 06:54 |
 | Sange | 32 | 33.33% | 68.8 | 53.13% | +1.57% | +9.37% | +9.37% | 0.00% | 31:10 | 18:28 | 24:41 | 31:53 | 34:58 | 56:57 | 10:17 | 07:37 |
 | Refresher Orb | 10 | 10.42% | 66.7 | 70.00% | +20.00% | -3.33% | -20.00% | 0.00% | 43:20 | 33:57 | 39:26 | 40:51 | 46:19 | 55:06 | 06:53 | 05:05 |
 | Aghanim's Scepter | 33 | 34.38% | 64.6 | 51.52% | -0.86% | -26.52% | -1.52% | 2.66% | 31:27 | 18:39 | 25:56 | 28:46 | 35:19 | 57:37 | 09:23 | 06:57 |
 | Ring of Health | 19 | 19.79% | 62.5 | 57.89% | +7.24% | +22.11% | +2.11% | -0.66% | 21:34 | 02:16 | 03:51 | 29:27 | 34:03 | 43:25 | 30:12 | 22:22 |
 | Kaya | 31 | 32.29% | 60.4 | 51.61% | -0.70% | +23.39% | +10.89% | -1.14% | 30:03 | 19:05 | 22:35 | 29:18 | 33:35 | 56:57 | 11:00 | 08:08 |
 | Ring of Protection | 21 | 21.88% | 58.3 | 52.38% | +0.38% | +27.62% | +7.62% | -6.67% | 08:12 | -01:29 | 06:22 | 07:40 | 09:22 | 21:46 | 03:00 | 02:13 |
 | Fluffy Hat | 5 | 5.21% | 56.3 | 80.00% | +29.45% | +20.00% | +20.00% | 0.00% | 11:40 | 08:19 | 08:19 | 13:04 | 13:46 | 14:05 | 05:27 | 04:02 |
 | Soul Ring | 20 | 20.83% | 54.2 | 50.00% | -2.63% | +30.00% | +10.00% | -4.43% | 10:11 | 06:50 | 07:46 | 08:43 | 12:17 | 22:11 | 04:31 | 03:20 |
 | Void Stone | 17 | 17.71% | 52.1 | 47.06% | -6.10% | +2.94% | -47.06% | -4.66% | 35:35 | 21:40 | 29:25 | 34:03 | 40:09 | 54:23 | 10:44 | 07:57 |
 | Falcon Blade | 2 | 2.08% | 50.0 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 09:12 | 08:56 | 08:56 | 09:27 | 09:27 | 09:27 | 00:31 | 00:22 |
 | Cornucopia | 5 | 5.21% | 47.9 | 60.00% | +8.35% | +40.00% | -60.00% | 0.00% | 41:25 | 23:55 | 23:55 | 43:49 | 45:46 | 56:17 | 21:51 | 16:11 |
 | Scythe of Vyse | 3 | 3.13% | 45.8 | 66.67% | +15.06% | +33.33% | 0.00% | 0.00% | 41:32 | 33:27 | 33:27 | 36:47 | 54:23 | 54:23 | 20:56 | 15:30 |
 | Boots of Travel 2 | 3 | 3.13% | 43.8 | 66.67% | +15.06% | +33.33% | 0.00% | 0.00% | 60:10 | 51:22 | 51:22 | 60:20 | 1:08:47 | 1:08:47 | 17:25 | 12:54 |
 | Aghanim's Shard | 16 | 16.67% | 41.7 | 31.25% | -25.00% | -6.25% | +18.75% | 2.60% | 30:57 | 17:24 | 24:13 | 29:39 | 33:50 | 47:26 | 09:37 | 07:07 |
 | Tranquil Boots | 12 | 12.50% | 39.6 | 33.33% | -21.43% | +33.34% | 0.00% | -8.66% | 10:40 | 05:18 | 08:18 | 09:23 | 12:09 | 19:29 | 03:51 | 02:51 |
 | Linken's Sphere | 8 | 8.33% | 37.5 | 37.50% | -15.91% | +12.50% | +12.50% | 0.00% | 38:40 | 26:06 | 32:04 | 34:18 | 43:25 | 56:31 | 11:21 | 08:24 |
 | Aghanim's Blessing | 4 | 4.17% | 35.4 | 50.00% | -2.17% | +50.00% | -50.00% | 0.00% | 57:01 | 50:55 | 50:55 | 56:02 | 60:09 | 60:59 | 09:14 | 06:50 |
 | Vanguard | 1 | 1.04% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 05:50 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.04% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.04% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Bracer | 12 | 12.50% | 27.1 | 25.00% | -30.95% | +8.33% | +8.33% | 0.00% | 02:32 | -01:29 | 00:51 | 01:48 | 02:25 | 09:23 | 01:34 | 01:09 |
 | Aeon Disk | 2 | 2.08% | 25.0 | 50.00% | -2.13% | +50.00% | 0.00% | 0.00% | 57:35 | 52:05 | 52:05 | 1:03:05 | 1:03:05 | 1:03:05 | 11:00 | 08:08 |
 | Boots of Travel | 2 | 2.08% | 22.9 | 50.00% | -2.13% | +50.00% | 0.00% | 0.00% | 37:05 | 35:18 | 35:18 | 38:52 | 38:52 | 38:52 | 03:34 | 02:38 |
 | Lotus Orb | 2 | 2.08% | 20.8 | 50.00% | -2.13% | -50.00% | 0.00% | 0.00% | 27:19 | 23:31 | 23:31 | 31:07 | 31:07 | 31:07 | 07:36 | 05:37 |
 | Force Staff | 2 | 2.08% | 18.8 | 50.00% | -2.13% | +50.00% | 0.00% | 0.00% | 19:12 | 18:58 | 18:58 | 19:26 | 19:26 | 19:26 | 00:28 | 00:20 |
 | Heaven's Halberd | 3 | 3.13% | 16.7 | 33.33% | -19.36% | -33.33% | 0.00% | 0.00% | 30:27 | 24:57 | 24:57 | 30:50 | 35:35 | 35:35 | 10:38 | 07:52 |
 | Ghost Scepter | 4 | 4.17% | 14.6 | 25.00% | -28.26% | +75.00% | -25.00% | 0.00% | 39:20 | 26:15 | 26:15 | 35:43 | 46:42 | 48:38 | 20:27 | 15:08 |
 | Drum of Endurance | 2 | 2.08% | 12.5 | 0.00% | -53.19% | 0.00% | 0.00% | 0.00% | 52:54 | 52:24 | 52:24 | 53:24 | 53:24 | 53:24 | 01:00 | 00:44 |
 | Eul's Scepter of Divinity | 2 | 2.08% | 10.4 | 0.00% | -53.19% | 0.00% | 0.00% | 0.00% | 49:35 | 48:27 | 48:27 | 50:43 | 50:43 | 50:43 | 02:16 | 01:40 |
 | Null Talisman | 1 | 1.04% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.04% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.04% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.04% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |