Arknights Endfield PC Debuts DLSS 4 MFG, 3x 4K FPS on RTX 50 Series

NVIDIA’s announcement that Arknights: Endfield ships on PC with day‑one support for DLSS 4 Multi Frame Generation — claiming an average 3× frame‑rate uplift at 4K on GeForce RTX 50 Series — is the clearest example yet of how vendor-level AI upscaling and frame synthesis are reshaping launch‑day performance expectations for modern PC games. This development is both an opportunity and a caution for players, streamers, and hardware buyers: the performance headroom is real on paper, but the practical tradeoffs (visual artifacts, input/latency dynamics, and cross‑SKU variance) mean measured verification and careful tuning will matter more than ever.

Background​

Arknights: Endfield launches on PC via the Epic Games Store and the publisher’s launcher with a packaged set of system requirements aimed at 1080p playability on midrange hardware and high‑refresh performance on RTX cards. The official store listing shows the minimum and recommended PC specs — ranging from a GTX 1060 / i5‑9400F baseline to an RTX 2060 / i7‑10700K recommendation — and the install footprint sits in the 50–60 GB range with additional unpacking overhead. That baseline context is important because it highlights the developer’s intent to scale across mobile, console, and PC while leaning on vendor upscalers (like DLSS) to hit the high‑FPS targets on PC. At the same time, NVIDIA’s broader CES 2026 announcements introduced DLSS 4.5 — a second‑generation transformer model for Super Resolution and a new Dynamic 6× Multi Frame Generation mode — with the company promoting app‑level upgrades via the NVIDIA app that can enable newer transformer models across hundreds of games without native in‑game patches. That architecture and distribution strategy is central to understanding today’s Arknights news: a game can ship with DLSS 4 MFG integration and still take visual fidelity or motion‑handling upgrades later by toggling DLSS overrides in NVIDIA’s app.

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What NVIDIA is claiming — and what it actually means​

NVIDIA’s statements about Arknights: Endfield contain several concrete claims:

• Owners of a GeForce RTX 50 Series GPU can expect an average 3× frame‑rate boost at 4K with DLSS 4 Multi Frame Generation enabled (with Super Resolution set to Performance mode).
• At lower resolutions, DLSS 4 MFG can enable many GeForce RTX GPUs to hit the game’s 480 fps in‑game cap.
• Players can enable the newer DLSS 4.5 second‑generation transformer models via the NVIDIA app today to improve image quality; native in‑game integration by developer HYPERGRYPH is in development.

These statements are marketing‑style headline numbers from the GPU vendor and should be read as vendor‑provided performance projections rather than independently validated benchmarks. They’re useful because they show the scale of the potential gains when AI frame generation and upscaling work in concert on the latest (and most powerful) silicon, but they are sensitive to scene content, engine workload, driver maturity, settings (quality vs. performance modes), and the GPU/CPU combination used. Independent third‑party verification will be required to confirm the average uplift under real‑world conditions.

Why NVIDIA’s 3× claim is plausible (but not guaranteed)​

• Multi Frame Generation synthesizes additional frames from temporal history and the game’s motion vectors, rather than rendering every frame pixel‑for‑pixel; this approach shifts work from raw rasterization to neural inference, which can be much cheaper on dedicated AI hardware found in modern RTX cards. That architectural shift explains how very large FPS multipliers become possible in certain scenes.
• The latest Blackwell‑class RTX 50 Series GPUs include hardware improvements that accelerate transformer inference and mixed‑precision AI workloads, giving them an advantage when driving DLSS 4.x features at high resolution and high refresh.

Why the claim can overpromise​

• Scene variability: Highly dynamic scenes with complex lighting, lots of occlusion, or fast camera pans stress frame reconstruction more than scene types used in vendor demos. Vendor demos often pick favorable scenes to highlight best‑case gains.
• Artifact and latency tradeoffs: Frame‑generation systems can introduce transient artifacts (ghosting, micro‑tearing of synthetic motion, or reconstruction errors) and change the effective input pipeline timing. Enthusiasts and competitive players will care about any added latency or visual jitter, even if average FPS increases significantly. Early community testing of DLSS 4.x showed variance across GPU generations and driver builds.

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DLSS 4 vs DLSS 4.5: practical differences that matter in Arknights: Endfield​

NVIDIA’s DLSS roadmap rolled transformer‑based Super Resolution into DLSS 4 and then upgraded it with DLSS 4.5, which includes:

• A second‑generation transformer model aimed at better image fidelity (less ghosting, improved fine detail).
• Dynamic Multi Frame Generation and a new 6× MFG mode that can generate up to five extra frames per real frame in some configurations, targeted at RTX 50 Series hardware for extreme refresh cases.

Key practical points for players:

• The new DLSS 4.5 transformer models are available now through the NVIDIA app as an override, so players can try them even before native game patches ship. This is significant: it decouples immediate quality upgrades from the developer’s patch schedule.
• The most aggressive MFG modes (like 6× and some dynamic behaviors) are being rolled out to RTX 50 Series GPUs first, with a staged release for wider hardware later. That means the full set of frame‑generation benefits will be hardware‑dependent.

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Arknights: Endfield implementation — what’s in the launch build​

The PC build of Arknights: Endfield ships with:

• Day‑one DLSS 4 Multi Frame Generation integration and DLSS Super Resolution, plus NVIDIA Reflex support for low system latency. NVIDIA’s launch blog and the Epic Games Store page both highlight the 3× claim and the 480 fps ceiling when upscalers and MFG are used.
• DLSS 4.5 transformer options accessible through the NVIDIA app as an override; HYPERGRYPH is working on native integration so players won’t need to modify the app override in the long term.
• The PC client distribution is through Epic and the developer/publisher launcher (the PC version is not on Steam at launch), which matters for patching, anti‑cheat and driver compatibility considerations.

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System requirements and storage considerations​

Arknights: Endfield’s published PC requirements are modest for modern open‑world titles, but include some practical caveats:

• Minimum: Windows 10 64‑bit, Intel Core i5‑9400F, GTX 1060, 16 GB RAM, ~50–60 GB free (plus unpacking overhead).
• Recommended: Windows 10/11 64‑bit, Intel Core i7‑10700K, RTX 2060 class or higher, 16 GB or more RAM, SSD recommended; published variations in community reporting show some materials citing 32 GB recommended for certain beta builds, but the official storefront currently lists 16 GB recommended. Users should verify the exact numbers on the live store page before upgrading hardware.

Storage and install notes:

• The unpacking overhead (an extra 40–45 GB during installation) means players should reserve significantly more free space than the headline figure to avoid install failures and to accommodate future day‑one patches.

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Real‑world expectations: how to evaluate the 3× uplift claim​

Vendor claims are a starting point — here’s a practical test plan to verify results on any given system:

• Baseline capture:
• Run an in‑game benchmark or a repeatable long play segment at native 4K with no upscaler; record average FPS, 1% lows, frame time distribution, and input latency if instrumentation is available. Use same capture settings for fair comparison.
• DLSS Super Resolution only:
• Enable DLSS Super Resolution in Performance mode (or the equivalent mode used in NVIDIA’s press claims) and repeat the benchmark. Note changes to average FPS, 1% lows, and visual fidelity.
• DLSS + Multi Frame Generation:
• Enable DLSS 4 MFG and repeat the same test. Compare average FPS (to test NVIDIA’s 3× claim), but also inspect for motion artifacts, reconstruction oddities, and input responsiveness.
• DLSS 4.5 override test:
• If available, toggle the DLSS 4.5 transformer models via the NVIDIA app and perform the same benchmark. Evaluate image stability, ghosting, and any CPU/GPU load increases from the newer transformer model.
• Capture/stream interaction:
• Repeat a short test while recording or streaming to evaluate how synthetic frames interact with encoders; frame‑generation can change encoder timing and produce mismatches if the capture pipeline isn’t tuned.

This stepwise approach isolates variables, surfaces the real perceptual tradeoffs, and provides concrete data for players deciding whether the visual/latency tradeoffs are acceptable for their use case.

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Benefits for different player types​

• Competitive / high‑refresh players benefit from the ability to hit far higher effective framerates at lower render cost, provided artifacts and latency remain within acceptable thresholds.
• Players on midrange hardware can use DLSS Super Resolution and MFG to reach much higher perceived framerates than native rendering would permit, potentially extending the life of an existing GPU investment.
• Content creators and streamers may gain smoother capture and higher output frame rates, but only after validating camera/capture timing interactions and ensuring generated frames don’t introduce distracting artifacts for viewers. Community testing guides emphasize testing the capture pipeline before streaming live.

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Risks, caveats and the verification gap​

There are concrete risks and caveats readers should keep in mind:

• Vendor numbers are not independent benchmarks. NVIDIA’s 3× average at 4K is a marketing claim based on internal testing. Independent benchmarking outlets and community testers must validate it across multiple scenes, driver versions, and hardware configurations. Treat vendor multipliers as indicative, not definitive.
• Visual artifacts and motion anomalies. Frame generation can introduce ghosting, flicker, or reconstruction errors in certain motion scenarios. Users sensitive to such artifacts (or viewers watching captured footage) may prefer lower MFG multipliers or higher quality/resolution modes.
• Input latency dynamics can shift. Although NVIDIA and partners tune for low added latency, synthesizing frames changes end‑to‑end timing; measured results vary across GPUs and driver versions, and competitive players should measure before adopting MFG in tournament settings.
• App override vs native integration. While DLSS 4.5 transformer models can be enabled via the NVIDIA app today, native in‑game support (where developers embed quality/latency tuning into the engine) is preferable for long‑term stability and correct default settings. HYPERGRYPH’s native support is “in development,” which means players relying on app overrides may be in a transitional support path at launch.
• Hardware fragmentation. The most aggressive MFG features will be rolled out to RTX 50 Series first. Older RTX 20/30/40 cards may see smaller gains and different artifact characteristics; some outlets report the new transformer model can even cause performance drops on older hardware versus DLSS 4 defaults. Test on your exact SKU.

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What this means for developers and the ecosystem​

Arknights: Endfield’s launch demonstrates how developers can ship with advanced vendor upscalers and still rely on the GPU vendor to iterate on the AI models in the field. The separation of concerns — engine integration for MFG and app-level overrides for transformer models — is a new distribution model that can accelerate quality improvements but also complicates QA and support matrices.
Developers must:

• Test multiple DLSS model presets across a broad spectrum of GPUs to understand artifact/latency tradeoffs.
• Provide clear in‑game toggles and recommended presets so players don’t need to hunt for app overrides.
• Monitor post‑launch driver changes and community feedback to push targeted engine patches that address scene‑specific artifact cases.

For the broader ecosystem:

• GPU vendors will likely continue releasing app‑level upgrades that can alter game visuals after launch, so publishers and platform operators will need to coordinate public guidance and recommended driver builds.
• Third‑party benchmarking outlets and modding communities will play a key role in documenting real‑world performance and visual fidelity across cards and driver versions.

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Quick tuning checklist for players at launch​

• Update to NVIDIA’s latest Game Ready Driver and the NVIDIA app to access DLSS 4.5 overrides.
• Install the game on an SSD and reserve ample free disk space for unpacking and future patches.
• Perform the three‑step benchmark (native, DLSS SR only, DLSS + MFG) on your hardware and capture a short high‑motion sequence to inspect for artifacts.
• If streaming, validate capture timing and encoder behavior with frame generation on and off; adjust OBS/encoder buffers if needed.
• If visual anomalies appear, try toggling the DLSS transformer preset (M vs L vs K) in the NVIDIA app before concluding the engine integration is at fault.

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Closing assessment​

Arknights: Endfield’s day‑one support for DLSS 4 Multi Frame Generation — and the ability to upgrade to DLSS 4.5 transformer models via the NVIDIA app — exemplifies the fast pace of GPU‑driven AI features in PC gaming. NVIDIA’s headline 3× 4K claim on RTX 50 Series hardware is technically plausible given transformer‑based super resolution plus multi‑frame synthesis, but it remains a vendor claim pending independent verification across diverse scenes and hardware.
The practical takeaway for readers is straightforward: there is a large, real performance upside to be gained by enabling DLSS 4/MFG on modern RTX GPUs, but the decision to adopt frame generation wholesale should be driven by measured testing on your exact system and by careful inspection of artifact and latency tradeoffs. For many players, the ability to try DLSS 4.5 transformer models via the NVIDIA app reduces friction and can improve fidelity quickly, but native game patches remain the preferable long‑term route for stable defaults and tuned presets. Expect hands‑on benchmarks in the hours and days after launch to clarify how the vendor numbers translate to real player setups, and treat vendor multipliers as a directional performance signal rather than a guaranteed outcome. Community testing threads and early lab reviews will be the quickest window into the real behavior of DLSS MFG in Arknights: Endfield — and those reports will determine whether the feature is a revolution for all players or a powerful, but sometimes finicky, tool best used selectively.

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Source: Wccftech Arknights: Endfield Gets a 3X Performance Boost from DLSS 4 Multi Frame Generation, Says NVIDIA