---
# System prepended metadata

title: Seraph Sacra AI Optimized Infinite Combo V2 Benchmark

---

# Seraph Sacra AI Optimized Infinite Combo V2 Benchmark

**Co-developed with Menzies, Netherax and Doll**
**Last Updated:** 2026/1/24

**Compared to V1**
![seraph_v1_v2_60s_updated_Louisasa](https://hackmd.io/_uploads/H1Jxu4dSZx.png)

## Video Demonstration

[![1月11日-封面](https://hackmd.io/_uploads/S1a12fNBbe.jpg) Seraph Sacra AI Optimized Infinite Combo V2](https://youtu.be/VTTjRatXddQ)

## Lock Recommended

* ![pdkl_skill_9682](https://hackmd.io/_uploads/HJl2fz4HZg.png) **Line Breaker `(RMB)`**
    * **Highly recommended to lock**
        * If **`RMB`** is not released in time, it triggers **Line Breaker**, which **cancels the follow-up Space window**, breaking the combo and **significantly impacting gameplay feel**
        * This skill can be used on **thin air** to maintain the **+32 AP buff**

![2026-01-11 12 24 51-horz](https://hackmd.io/_uploads/HJ48oeQrWx.jpg)

---

## Combo Notes

* ![pdkl_skill_9727](https://hackmd.io/_uploads/BkszffEH-l.png) **`Shift+Q`**
    * Always prioritize for **DP Shred (-25 DP Debuff)**

* ![pdkl_skill_9691](https://hackmd.io/_uploads/B1DrzzNHZe.png) **`F` → ![pdkl_skill_9719](https://hackmd.io/_uploads/BkyvGMES-g.png) `Hold F`**
    * **`F`**: Fling Kick (**+32 AP Buff**)
    * **`Hold F`**: Divine Opening (**High DPS** follow-up after F)

* ![pdkl_skill_9712](https://hackmd.io/_uploads/HkaFfz4Hbl.png) **`RMB` → ![pdkl_skill_9707](https://hackmd.io/_uploads/HJaKMzEBWe.png) `Hold RMB` → ![pdkl_skill_9708](https://hackmd.io/_uploads/BkMoVTSr-l.png) `Space`**
    * Skills: **Shouldersmite** → **Crushing Descent** → **Bone Breaker**
    * Hold **`RMB`**, observe the **Crushing Descent** animation ending, then **immediately** press **Space**
    * If ![pdkl_skill_9682](https://hackmd.io/_uploads/HJl2fz4HZg.png) **Line Breaker `(RMB)`** is not locked, accidental triggers may prevent the **Space** follow-up

* ![pdkl_skill_9703](https://hackmd.io/_uploads/Sy9VmGEHWl.png) **`LMB` → ![pdkl_skill_9707](https://hackmd.io/_uploads/HJaKMzEBWe.png) `Hold LMB` → ![pdkl_skill_9708](https://hackmd.io/_uploads/BkMoVTSr-l.png) `Space`**
    * Skills: **Impelling Slash** → **Crushing Descent** → **Bone Breaker**
    * In Sacra form, this is the theoretical peak output path
    * **The Risk:** If ![pdkl_skill_9666](https://hackmd.io/_uploads/BJK0Qf4BWl.png) **`LMB`** is not released instantly, it triggers an **Auto-attack**, which cancels the follow-up **Space window** and breaks the combo

* **![pdkl_skill_9743](https://hackmd.io/_uploads/BJOdBMErbl.png) `Shift+F` / ![pdkl_skill_9788](https://hackmd.io/_uploads/H1rPSGEBZg.png) `Shift+F (Sacra)` / ![pdkl_skill_9739](https://hackmd.io/_uploads/B1RhHzNrZx.png) `Shift+RMB` / ![pdkl_skill_9784](https://hackmd.io/_uploads/rJ1W4zNH-e.png) `Shift+RMB (Sacra)` / ![pdkl_skill_9777](https://hackmd.io/_uploads/ryLLwzNHbg.png) `W+F (Sacra)`**
    * **High Priority Optional** Skills
    * Can be inserted anytime for **Repositioning**, **Dashing behind mobs**, **HP Recovery**, and **Finisher**
    * **`Shift+F`** has a significant displacement distance; ensure you don't get **surrounded by mobs** mid-usage
    * **`Shift+F`**: **Rotate the camera 90°** during usage to maximize **Back Attack** consistency on single targets
    * **`Shift+F`**: **Pro Tip (Mini Combo)**: Charge Unshakable Will to **Phase 3** → **`Shift+F`** → **`LMB / RMB`** to instantly trigger **Bone Breaker** for a massive Back Attack burst
    * Casting **`Shift+F (Sacra)`** before **`Shift+LMB (Sacra)`** will speed up the **`Shift+LMB (Sacra)`** animation
    * **`Shift+RMB (Sacra)`**: As of the 12/24 update, the animation now **drops vertically**. While it has become a top-tier filler, a very slight forward displacement still exists
    * **`Shift+RMB (Sacra)`**: To maintain position, ensure you **tap** the key; **`Hold RMB`** will still cause a forward dash
    * **`Shift+RMB`**: **AOE Finisher** skill. Casting it after **`Shift+LMB`** will speed up the animation
    * **`W+F (Sacra)`**: **Repositioning** and **Finisher** skill

* ![pdkl_skill_9735](https://hackmd.io/_uploads/BJWFFMVSZx.png) **`W+LMB` / ![pdkl_skill_9781](https://hackmd.io/_uploads/HkYotfNSZe.png) `W+LMB (Sacra)` → ![pdkl_skill_9855](https://hackmd.io/_uploads/S1hBKzVr-l.png) `Hold LMB`**
    * **`(W+LMB)`** / **`W+LMB (Sacra)`**: **+15%** Attack Speed for 10 seconds
    * The DPS of the **Rabams** skill **Wrenching Impale `(Hold LMB)`** is higher than **`W+LMB`**, but it can only be used as a **Flow** skill

* ![pdkl_skill_9699](https://hackmd.io/_uploads/ryD2_G4B-g.png) **`S+F` / ![pdkl_skill_9695](https://hackmd.io/_uploads/r1DR_zVHZl.png) `S+LMB`**
    * **Low Priority Optional** Skills
    * **HP Recovery** skills

---

## Infinite Combo V2 Diagram (2026/1/13 Update)

![Seraph_Sacra_AI_Optimized_Infinite_Combo_V2_20260111_ENG_2_small](https://hackmd.io/_uploads/rkK_jAGSZx.png)

---


## Normal Form Infinite Combo V2

> **`W+LMB` → `Hold LMB` → `Shift+Q` → `W+F` → `F` → `Hold F` → `LMB` → `Hold LMB` → `Space` → `Shift+LMB` → `Shift+Z` → `W+RMB` → `RMB` → `Hold RMB` → `Space`**

**Average DPS:** ~80,914 %/s | **Cycle Time:** ≈ 9.566 s

```text
Normal Form
 28165 / 0.300 =  93883   (W+LMB: Impelling Thrust)
 42311 / 0.433 =  97715   (Hold LMB: Wrenching Impale)
 67591 / 1.267 =  53347   (Shift+Q: Crossing Slash Base)
 37811 / 0.450 =  84024   (W+F: Impelling Surge Fastest)
 25379 / 0.250 = 101516   (F: Fling Kick Fastest)
 34999 / 0.317 = 110406   (Hold F: Divine Opening)
 29990 / 0.450 =  66644   (LMB: Impelling Slash Fastest)
 55917 / 0.733 =  76285   (Hold LMB: Crushing Descent)
 83875 / 0.950 =  88289   (Space: Bone Breaker)
 80038 / 0.983 =  81422   (Shift+LMB: Grave Sundering)
 75963 / 0.967 =  78555   (Shift+Z: Iudicium)
 25367 / 0.300 =  84556   (W+RMB: Oblique Rising Slash)
 46822 / 0.483 =  96939   (RMB: Shouldersmite Fast)
 55917 / 0.733 =  76285   (Hold RMB: Crushing Descent)
 83875 / 0.950 =  88289   (Space: Bone Breaker)
─────────────────────────────────────────
Total 774020  |  Time 9.566 s | Avg 80914 %/s

```

---

## Sacra Form Infinite Combo V2 (BSR +25% Atk Speed)

> **`W+LMB (Sacra)` → `Hold LMB` → `Shift+Q (Sacra)` → `Shift+E (Sacra)` → `F` → `Hold F` → `LMB` → `Hold LMB` → `Space` → `Shift+LMB (Sacra)` → `Shift+Z (Sacra)` → `W+RMB` → `RMB` → `Hold RMB` → `Space`**

**Average DPS:** ~93,648 %/s | **Cycle Time:** ≈ 9.015 s

```text
Sacra Form (BSR +25% Atk Speed)
 49544 / 0.300 = 165146   (W+LMB: Sacra Impelling Thrust Fast)
 42311 / 0.400 = 105777   (Hold LMB: Wrenching Impale)
 67591 / 1.133 =  59656   (Shift+Q: Sacra Crossing Slash Base)
 75963 / 0.700 = 108518   (Shift+E: Sacra Poena Divina Fast)
 25379 / 0.233 = 108922   (F: Fling Kick Fastest)
 34999 / 0.283 = 123671   (Hold F: Divine Opening)
 37568 / 0.417 =  90091   (LMB: Impelling Slash Fastest)
 55917 / 0.683 =  81869   (Hold LMB: Crushing Descent)
 83875 / 0.883 =  94988   (Space: Bone Breaker)
 80038 / 0.783 = 102219   (Shift+LMB: Sacra Grave Sundering Fast)
 75963 / 0.917 =  82838   (Shift+Z: Sacra: Judgement of Justice)
 28475 / 0.267 = 106647   (W+RMB: Oblique Rising Slash)
 46822 / 0.450 = 104048   (RMB: Shouldersmite Fast)
 55917 / 0.683 =  81869   (Hold RMB: Crushing Descent)
 83875 / 0.883 =  94988   (Space: Bone Breaker)
─────────────────────────────────────────
Total 844237  |  Time 9.015 s | Avg 93648 %/s

```

💡 Input Optimization: To prevent accidental auto-attacks **`(LMB)`** from interrupting the Unshakable Will chain, the recommended input rhythm is: **`LMB` ➔ `Hold LMB+Space` ➔ `Hold Space`**

---

## Dev Notes

* This combo scheme was initially simulated using **Doll's DPS Sheet** and the **Beam Search algorithm** they developed, supported by professional insights from **Netherax** and **Menzies**. It was subsequently refined through extensive high-end field testing (at least 6 hours daily) by **me and a team of ~10 testers** to achieve the best balance between peak DPS and fluid handling.
* **Netherax** is the successor to Doll's DPS Sheet and handles subsequent version maintenance; **Menzies** also independently maintains a professional DPS Sheet. Special thanks to these two developers for allowing me to **"stand on the shoulders of giants"** to complete the V2 framework.
* Both Base and Sacra forms now incorporate the Rabam skill **Iudicium `(Shift+Z)`** for its reliable **~1s Front Guard (FG)**. It offers superior defensive value and stability compared to **`Shift+RMB (Sacra)`**, which suffers from significant control issues—accidental holding of **`RMB`** causes the character to fly away, and even when **tapping and releasing immediately**, the landing point remains difficult to control, rendering its larger AOE less reliable in practice.
* Additionally, **`Iudicium (Shift+Z)`** yields a higher DPS than both **`Shift+RMB`** and **`Shift+RMB (Sacra)`** in both forms. While the AOE is slightly smaller, it is highly effective as mobs are typically clustered by that point in the combo. The Z-key habit may take time to build, but it is well worth the effort.
* Added the Rabam skill **Wrenching Impale**, which is highly recommended as a direct follow-up to **Impelling Thrust `(W+LMB)`**; the sequence **`W+LMB` ➔ `Hold LMB`** yields higher DPS than using **`W+LMB`** alone.
* **`W+LMB`** **15% AS** has been patched to **10%**, and **`W+F`** now simply refreshes that **10% AS**. Placing **`W+F`** before **`F`** still allows them to mutually trigger their **Fastest** mode.
* In the current **AP Cap meta**, **-DR** from **`Shift+Q`** is prioritized over the +AP buff from **Fling Kick `(F)`**, as extra AP provides only **5%** effectiveness once the cap is reached.
* Grave Sundering **`Shift+LMB (Sacra)`** triggers a **"Fast"** animation **(0.783s)** when preceded By Bone Breaker **`(Space)`**. It only reaches the absolute **"Faster"** speed **(0.717s)** when preceded By Horizon Slash **`Shift+F (Sacra)`**. If you use Horizon Slash **`Shift+F (Sacra)`** to dash behind, it is highly recommended to do so immediately before **`Shift+LMB (Sacra)`**.
* **Impelling Surge `W+F (Sacra)`** is excluded from the core Sacra combo to prioritize the high DPS of **Poena Divina `Shift+E (Sacra)`** and shorter overall skill CDs **`Shift+LMB (Sacra)`** is 7s; **Impelling Surge `W+F (Sacra)`** should be treated as an **Optional** skill for repositioning and finisher.
* **Impelling Slash `(LMB)`** is selected to follow the **`F → Hold F`** as the **UW Chain**, primarily to ensure reliable **FG and AoE coverage**, while optimizing the overall **hand feel** of the combo.
* The theoretical peak output path in Sacra form is **Impelling Slash `(LMB)` ➔ Crushing Descent `(Hold LMB)` ➔ Bone Breaker `(Space)`**, leveraging extremely short animation times and the BSR +30% Crit Rate.
* **Input Trick to avoid Auto-Attacks:** If you do not release `LMB` instantly during the UW Chain, it may trigger an auto-attack, which cancels the follow-up window for Space and breaks the combo. To prevent this, use the rhythm: **`LMB` ➔ `Hold LMB+Space` ➔ `Hold Space`**.
* The **infinite combo** prioritizes a **brainless philosophy**, minimizing execution fatigue during long sessions by removing dash-type skills that ignore unit collision (like **Horizon Slash `Shift+F (Sacra)`** from the fixed rotation.
* Sacra and Normal form paths are **fully aligned** to ensure Add-ons cycles, effectively preventing any buff or debuff gaps during form transitions.
* **Data > Feeling:** Skills that **"feel"** faster do not always yield **higher DPS**. Every skill in this rotation has been painstakingly frame-counted at the millisecond level to ensure objective mathematical superiority.

---

## Add-ons (2026/1/13 Update)

![seraph_addons_eng_260111_v2](https://hackmd.io/_uploads/BkSQdRzrbe.jpg)

---

## UI & BSR Setup

![upload_03c0dcbcff4d513a3b0a4a6bd557faa4](https://hackmd.io/_uploads/B1YdtSmBZe.jpg)


![Seraph_V2_UI_260110](https://hackmd.io/_uploads/HkD4OAzHbx.jpg)

---

## DPS Chart (2026/1/24 Update)
> Data by Menzies

**Base Form DPS PvE**
![Seraph_DPS_Base_Form_Top](https://hackmd.io/_uploads/Hk1OIUMIbx.png)
![Seraph_DPS_Base_Form_Lower](https://hackmd.io/_uploads/H1IO8IGI-e.png)

**Sacramentum DPS PvE**
![Seraph_DPS_Sacramentum_Form_Top](https://hackmd.io/_uploads/SJaUUIGLbg.png)
![Seraph_DPS_Sacramentum_Form_Lower](https://hackmd.io/_uploads/S1-D8IGU-g.png)

**Purgatum DPS PvE**
![Seraph_DPS_Purgatum_Form_Full](https://hackmd.io/_uploads/H1K_I8fUbg.png)

> Data by Doll / Netherax

**Normal Non-BSR DPS**
![Seraph_DPS_V2_NonBSR_Top](https://hackmd.io/_uploads/rkX5LUMLbg.png)
![Seraph_DPS_V2_NonBSR_Lower](https://hackmd.io/_uploads/Hk89IIMUWe.png)

**Awakening BSR DPS**
![Seraph_DPS_V2_BSR_Top](https://hackmd.io/_uploads/H1KtIUM8Zx.png)
![Seraph_DPS_V2_BSR_Lower](https://hackmd.io/_uploads/BynY8IGU-l.png)

---

**📊 Detailed Data Link:**
* [Seraph DPS by Menzies](https://docs.google.com/spreadsheets/d/e/2PACX-1vQMe99EW6YnE2IJJ4cpBm6A7yPKrqQAhO-lgzN6oe-rJRkUJSP6S4XJ7neXGlGttVeSZt68UKy9o-Fy/pubhtml#gid=169157541) (Provided by Menzies)
* [Seraph DPS V2](https://docs.google.com/spreadsheets/d/19qYZegyRt1sPp_eoq37UF7-ff7JnVS7kZ40_4xhA4tU/edit?usp=sharing) (Provided by Doll / Netherax)

---

## Simulation Logs

**Algorithm Reference**
* Beam Search (Conducted by Doll)
* Greedy Serch
* Monte Carlo

:::info
💡 **Special thanks to Doll for providing exclusively authorized simulation test data**
:::

<details>
<summary><strong>Normal Form Log (Click to Expand)</strong></summary>

[ascension_standard_50sets_best.txt](https://drive.google.com/file/d/1Vh7WshruSrkdQfduShH1nEgr1007YkVG/view?usp=sharing)

</details>

<details>
<summary><strong>Sacra Form BSR Log (Click to Expand)</strong></summary>

[ascension_std_bsr_50sets_best.txt](https://drive.google.com/file/d/1WOcsb4RooVtzh_uWZeH4plda9cNwBSXV/view?usp=sharing)

</details>