Best SRMD-ncnn-vulkan Alternatives in 2026
The top SRMD-ncnn-vulkan alternatives are Topaz Video, HitPaw VikPea and AVCLabs Video Enhancer AI: 15 video upscaling software our editors would look at instead of SRMD-ncnn-vulkan, in our ranking order.
SRMD-ncnn-vulkan: A configurable, free CLI for GPU-accelerated image upscaling, not a complete video workflow. Where it falls short: no batch processing.
Switching from SRMD-ncnn-vulkan? For most video upscaling software buyers the best SRMD-ncnn-vulkan alternative is Topaz Video, built for professional editors needing broad enhancement tools. On a budget, TensorPix starts at $5.50/mo. HitPaw VikPea has a free plan.
Why People Look for an SRMD-ncnn-vulkan Alternative
- No batch processing
- No frame interpolation
- Video workflows require external frame extraction and recombination
- No frame interpolation — 13 of the alternatives below have it
- No batch processing — 10 of the alternatives below have it
Quick Picks by What You Need
- Best overallTopaz Video8.9
Professional editors needing broad enhancement tools
Visit Topaz Video - Lowest priceTensorPix8.4
Paid plans from $5.50/mo
Visit TensorPix - Best free optionHitPaw VikPea8.8
Has a free plan
Visit HitPaw VikPea - Most max upscale factorTopaz Video8.9
4 x
Visit Topaz Video - Best for frame interpolationTopaz Video8.9
Frame interpolation (SRMD-ncnn-vulkan: no)
Visit Topaz Video
All 15 SRMD-ncnn-vulkan Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forProfessional editors needing broad enhancement tools
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 8.9 vs 5.8
A broad AI toolkit for editors working with low-quality, legacy, or demanding video.
- Frame interpolation
- Batch processing
- AI enhancement
8.9/10★★★★☆Visit Topaz Video -
Best forUsers wanting broad platform coverage and a free plan
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 8.8 vs 5.8
A broad AI video toolkit with 8K output and a free preview, but a high monthly entry price.
- Frame interpolation
- Batch processing
- AI enhancement
8.8/10★★★★☆Visit HitPaw VikPea -
Best forDesktop users needing restoration and privacy
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 8.6 vs 5.8
A capable local video restoration suite for Windows and macOS, without a free plan.
- Frame interpolation
- Batch processing
- AI enhancement
8.6/10★★★★☆Visit AVCLabs -
Best forStudios processing archives through web or API
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 8.5 vs 5.8
A broad video restoration platform for studios handling archives and delivery workflows.
- Frame interpolation
- Batch processing
- AI enhancement
8.5/10★★★★☆Visit Pixop -
Best forBudget-conscious web and API users
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 8.4 vs 5.8
A flexible web upscaler with free access, 4x enhancement, and API tiers.
- Frame interpolation
- Batch processing
- AI enhancement
8.4/10★★★★☆Visit TensorPix -
Best forTechnical users wanting free open-source upscaling
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Editor score 8.2 vs 5.8
A flexible local upscaling toolkit for technical users who want open-source control.
- Frame interpolation
- AI enhancement
8.2/10★★★★☆Visit Video2X -
Best forCloud users wanting Topaz workflows
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 8.1 vs 5.8
A focused cloud editor for AI upscaling, interpolation, HDR conversion, and slow motion.
- Frame interpolation
- Batch processing
- AI enhancement
8.1/10★★★★☆Visit Topaz for Web -
Best forCasual users needing free cross-device access
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Editor score 8.0 vs 5.8
A flexible browser-based upscaler for casual users who need broad device access.
- Frame interpolation
- AI enhancement
8.0/10★★★★☆Visit Media.io -
Best forDesktop users wanting offline enhancement
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 7.9 vs 5.8
A capable offline video enhancer for Windows and macOS, with paid plans starting at $99 yearly.
- Frame interpolation
- Batch processing
- AI enhancement
7.9/10★★★★☆Visit Aiarty -
Best forWindows users needing 8K and high-frame-rate output
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 7.8 vs 5.8
A Windows-only upscaler with 8K output, 120 FPS interpolation, and batch processing.
- Frame interpolation
- Batch processing
- AI enhancement
7.8/10★★★★☆Visit Nero -
Best forUsers wanting upscaling plus general video tools
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 7.7 vs 5.8
A broad desktop AI toolkit for 4K upscaling, restoration, conversion, and editing.
- Frame interpolation
- Batch processing
7.7/10★★★★☆Visit Winxvideo AI -
Best forEnterprise streaming and self-hosted deployments
- Better than SRMD-ncnn-vulkan:
- Editor score 7.6 vs 5.8
A developer-focused upscaling service for GPU-powered media pipelines, not casual video enhancement.
- AI enhancement
7.6/10★★★★☆Visit NVIDIA -
Best forUsers needing specialized models and 16K capability
- Better than SRMD-ncnn-vulkan:
- Editor score 7.6 vs 5.8
A flexible AI upscaler with four models, local, cloud, and browser workflows.
- AI enhancement
7.6/10★★★★☆Visit UniFab -
Best forMac, Windows, and Linux restoration workflows
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Editor score 7.5 vs 5.8
A three-platform desktop tool for local 4× upscaling, restoration, and 8K output.
- Frame interpolation
- AI enhancement
7.5/10★★★★☆Visit Refocused -
Best forDesktop users seeking a low-cost lifetime license
- Better than SRMD-ncnn-vulkan:
- Frame interpolation
- Batch processing
- Editor score 7.3 vs 5.8
A Windows and macOS desktop enhancer with 4K upscaling and a $49.95 lifetime license.
- Frame interpolation
- Batch processing
- AI enhancement
7.3/10★★★★☆Visit AnyMP4
SRMD-ncnn-vulkan Alternatives: Common Questions
What is the best alternative to SRMD-ncnn-vulkan?
Topaz Video: #1 in our Video Upscaling Software ranking, with an editor score of 8.9 out of 10. A broad AI toolkit for editors working with low-quality, legacy, or demanding video.
Is there a free alternative to SRMD-ncnn-vulkan?
Yes. HitPaw VikPea, TensorPix, Video2X, Media.io AI Video Upscaler and NVIDIA Video Super Resolution NIM have a free plan or a free tier.
What is the cheapest paid alternative to SRMD-ncnn-vulkan?
Of the alternatives here that publish a price, TensorPix starts lowest, at $5.50/mo.
Why do people look for SRMD-ncnn-vulkan alternatives?
No batch processing; No frame interpolation; Video workflows require external frame extraction and recombination.
Which SRMD-ncnn-vulkan alternative has the most max upscale factor?
Topaz Video, with 4 x.
How do I switch from SRMD-ncnn-vulkan?
Export your data from SRMD-ncnn-vulkan (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel SRMD-ncnn-vulkan.
How to Switch from SRMD-ncnn-vulkan
- Export your data from SRMD-ncnn-vulkan (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel SRMD-ncnn-vulkan.
SRMD-ncnn-vulkan vs Each Alternative
| # | Tool | Free plan | Paid from | Max output resolution | Max upscale factor | AI enhancement | Frame interpolation | Batch processing | Score |
|---|---|---|---|---|---|---|---|---|---|
| 30 | SRMD-ncnn-vulkan | Yes | Free | 4 x | Yes | No | No | 5.8 | |
| 1 | Topaz Video | No | $25/mo | 8k | 4 x | Yes | Yes | Yes | 8.9 |
| 2 | HitPaw VikPea | Yes | $99.99/yr | 8k | Yes | Yes | Yes | 8.8 | |
| 3 | AVCLabs Video Enhancer AI | No | $119.95/yr | 8k | 4 x | Yes | Yes | Yes | 8.6 |
| 4 | Pixop | No | 8k | Yes | Yes | Yes | 8.5 | ||
| 5 | TensorPix | Yes | $5.50/mo | 4k | 4 x | Yes | Yes | Yes | 8.4 |
| 6 | Video2X | Yes | Free | Yes | Yes | 8.2 | |||
| 7 | Topaz for Web | No | $299/yr | 4k | Yes | Yes | Yes | 8.1 | |
| 8 | Media.io AI Video Upscaler | Yes | 4k | 4 x | Yes | Yes | 8.0 | ||
| 9 | Aiarty Video Enhancer | No | $99/yr | 4k | 4 x | Yes | Yes | Yes | 7.9 |
| 10 | Nero AI Video Upscaler | No | $84.95/yr | 8k | 4 x | Yes | Yes | Yes | 7.8 |
| 11 | Winxvideo AI | No | $59.95/device/yr | 4k | Yes | Yes | 7.7 | ||
| 12 | NVIDIA Video Super Resolution NIM | Yes | $4,500/device/yr | 8k | 4 x | Yes | 7.6 | ||
| 13 | UniFab Video Upscaler AI | No | $129.99 one-time | 8k | Yes | 7.6 | |||
| 14 | Refocused | No | $64.99 one-time | 8k | 4 x | Yes | Yes | 7.5 | |
| 15 | AnyMP4 Video Enhancement | $25/mo | 4k | Yes | Yes | Yes | 7.3 |
Guides on Video Upscaling Software
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update