# Wondershare Filmora Review: An AI-First Video Studio With Flexible Pricing

> Source: <https://uk.pcmag.com/video-editing/90735/wondershare-filmora>
> Published: 2026-07-31 14:35:09+00:00

## Pros & Cons

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- Loads of useful AI Tools, including an agentic chatbot
- Good render speeds
- Pleasant interface
- Lots of video effects
- Affordable, with perpetual and free options

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- Some AI features are hard to find
- Lacks DVD authoring and VR capabilities

## Wondershare Filmora Specs

| Exports to H.265 (HEVC) | |
| Motion Tracking | |
| Number of Video Tracks | 100 |

Wondershare Filmora provides all the standard effects, overlays, transitions, and trimming tools we expect from enthusiast-level [video editing software](/video-editing/16182/the-best-video-editing-software), but it's increasingly focused on developing fresh AI tools, most of which prove worthwhile. Chief among these new capabilities are AI Extend (which generates new frames at the end of a clip), the AI Mate chatbot (which accepts natural language commands), AI Relight (which improves lighting in challenging scenes), and support for the latest generative models. Otherwise, the app retains its generally easy-to-use interface, fast project rendering speeds, and sensible pricing. However, Filmora can't quite compete with the advanced tool sets and user experiences that distinguish our Editors' Choice winners in this category, [Adobe Premiere](/video-editing-reviews/9483/adobe-premiere-pro-cs6) and [CyberLink PowerDirector](/cyberlink-powerdirector-13-ultimate).

## Pricing: Both the Perpetual and Subscription Licenses Are a Good Value

Filmora's free version provides a decent set of advanced tools and some creative assets, but no cloud storage or AI features. It also adds a Wondershare logo to your exports. (Amusingly, Wondershare offers a separate tool for removing video watermarks.)

I like that Wondershare still offers a perpetual license for $79.99. Surprisingly, it includes 1GB of cloud storage, a non-replenishing pool of 1,000 AI credits, and a promise of 15 updates. (Note that these are minor point updates, not upgrades to future major versions.)

Subscription plans unlock continuous updates, a fuller set of AI tools, more assets, and additional cloud storage. Two main Filmora subscription tiers are available: Basic ($49.99 per year) and Advanced ($69.99 per year). The difference between them mostly comes down to the number of AI credits you get. The Basic level comes with none, while the Advanced plan includes 1,000 per month. The cloud storage caps also differ: 1GB for Basic and 10GB for Advanced. Advanced subscribers can also access more than 2.9 million creative assets.

A license is valid for one activation per platform (Android, iOS, macOS, and Windows). With any plan, you can pay for the Creative Assets add-on, which includes premium effects, filters, stock content, templates, and titles. It costs a hefty $19.99 per month or $79.99 per year.

Filmora undercuts the market-leading [Adobe Premiere Elements](/video-editing/8296/adobe-premiere-elements) ($99.99 for a three-year license). CyberLink PowerDirector is also pricier at $139.99 for perpetual access or $79.99 per year. The pro-level [DaVinci Resolve](/video-editing/134729/davinci-resolve) charges a one-time fee of $295, but it also offers a feature-rich free version. Adobe Premiere will set you back $263.88 per year.

## What’s New in Filmora?

I tested version 15 of Filmora, which adds several new [AI](/ai)-powered video editing features. Here's a look at some of what's new since the time of our last review:

**AI Eye Contact**- This feature shifts your subject's eyes to face the camera.** AI Extend**- Use this tool to extend a video clip based on a text prompt.** AI Mate**- This chatbot suggests edits and applies them via natural language commands. It replaces the previous AI Copilot tool.** AI Relight**- You can fix challenging lighting, whether it's backlighting, overly dark or bright scenes, or shadows.** Generative Enhance**- Also available for stills, this AI capability can improve the quality of your video.** Pen tool**- Filmora lets you draw paths for motion or animated shapes.** Separate source and timeline preview selectors**-It's now possible to switch the preview window between source and timeline views.** Subproject import**- For complex projects, you can now add and separately edit subprojects within your main timeline. You can also switch between primary and secondary timeline editing.**Support for new AI models**- Wondershare adds support for recent AI models for photos and videos, including[GPT Image 2](/ai/164675/i-like-chatgpts-new-ai-image-generator-but-nano-banana-pro-still-wins), Nano Banana 2, Seedance 2, and Veo 3.1.**Topaz AI**- Filmora now incorporates leading denoiser, sharpener, and upscaler tools. I'm not sure, however, how Adobe's[recent acquisition](https://news.adobe.com/news/2026/06/adobe-to-acquire-topaz-labs)of[Topaz](/photo-editing/154025/topaz-photo-ai)will affect the availability of these features.

Significant upgrades from previous versions include an AI Color Palette, an AI Translation Lip Sync tool, an AI audio-to-video or image-to-video capability, multicam editing, planar tracking, and text-based editing. You can see a detailed history of changes [here](https://filmora.wondershare.com/whats-new-in-filmora-video-editor.html).

## System Requirements: Cross-Platform and Not Very Demanding

The [latest version](https://filmora.wondershare.com/tech-spec.html) of Filmora runs on Windows 7 (64-bit) or later and macOS 10.15 or later. You need at least an Intel 6th Gen or AMD Ryzen 3 1300X CPU, 8GB of RAM, and an Nvidia GeForce GTX 1050 Ti, AMD Radeon RX 500, or Intel UHD Graphics 630 GPU. Wondershare recommends 16GB of RAM for intensive workflows. It natively supports Apple silicon and Windows on Arm platforms. Filmora takes up 1GB of storage on my test PC, which is about average for this type of software. Adobe Premiere requires 3.3GB, for reference. Note, however, that Filmora downloads some content and features on demand.

## Interface and Ease of Use: Clear and Pleasing

Filmora opens with a panel that lets you start a new project or open an existing one. It also highlights new features, particularly those that use AI. Tooltips pop up as you use the program, suggesting relevant AI edits.

The Full Editor view resembles that of most video editing applications. It's a three-panel layout with source content on the left, a video preview in the center, and the timeline across the bottom. That’s in Classic view; in other views, the properties panel appears on the right side. You can switch the layout via a button in the top right control group, with choices for Default, Classic, Organize, Timeline, and Short Video. A Dual option is available for editors with two monitors.

No matter which layout you choose, the program maintains a straightforward, understandable design with intuitive icons. You can switch between black and light gray window borders, and the program respects your system's dark or light mode setting. The software lets you put the video preview into full-screen mode, adjust the relative sizes of the panels, and pull the Preview of Source or Timeline into a separate floating window. One quibble: I sometimes wanted a bigger (but not full-screen) preview window when I needed to do fine selections within the video frame, but I couldn’t shrink the side panels enough or collapse them.

When you start a project, you have a choice of Cinema, Instagram (1x1), Portrait, Standard, and Widescreen aspect ratios. From File > Project Settings, you can set a custom size and choose the frame rate. Some competitors, such as [Apple's Final Cut Pro](/video-editing/19465/apple-final-cut-pro-x), don’t let you do this once you've started editing.

Important source-switching buttons are at the top left of the interface (in order): Media, Stock Media, Audio, Titles, Transitions, Effects, Filters, Stickers, and Templates. At the top right are buttons that lead to the Wondershare referral bonus program, task progress, layout, tutorials, help, your account, and AI credit balance. The Export button stands out, thanks to its blue-green color.

### Timeline Settings

You can easily shrink and expand the timeline by holding Ctrl and scrolling, as well as move back and forth by holding Alt and scrolling. Alternatively, you can fit the timeline to the panel or use buttons to zoom in or out. You can search for anything in the source panel, and you get clear Undo and Redo arrows. Toolbar buttons above the timeline (which you can reorder and remove to taste) include Audio Stretch, Delete, Quick Split mode, Redo, Split, Undo, and more. You can customize this toolbar with a choice of 26 tools, shown below:

The number of tracks might seem limited at first, but Filmora adds more whenever you drag a clip below your main track. As with the Connected Clips in Final Cut Pro, clips in new tracks move in sync with the main track above them using the default Magnetic timeline setting. It's a great way to keep your effect overlays where you want them, but you can turn this behavior off with a button above the timeline.

When you drag a clip onto the timeline, it snaps right to the previous clip by default, so there's never any empty space. Again, you can turn off this behavior with a button. Auto-Ripple is on by default to keep your movie gap-free. Trim from the start or end of a clip, and the current position line shows scissors, letting you easily split the current clip.

Quick Split mode turns the vertical edit line into a dotted line, which you can click anywhere to split the timeline. You can mark In and Out points in the preview window when the preview is set to Source. Advanced editing modes, such as slip and roll, are missing, but a slide edit option is available. Amateurs might actually prefer the lack of complex editing options.

A plus sign on each clip lets you easily add it to the timeline at the insertion point. Filmora no longer has a Storyboard view showing only clip thumbnails with spots for transitions in between—I’ve noticed other programs ditching this feature too. Helpfully, though, tracks on the timeline show audio waveforms. Right-clicking on a clip reveals an abundance of options, including AI Vocal Remover, auto beat-sync, auto reframe, scene detection, and more.

### Instant Cutter and Merge

The Instant Cutter tool is useful during clip import for high-resolution content. It simply trims the ends of a clip before adding it to your source panel. You can add multiple segments from the same clip, which could be handy for including only the material you want.

Merge mode is more complex, allowing you to drag multiple clips into its window. All clips you add to Merge must be in the same resolution and frame rate. This worked fine in testing, though the handles for reordering the clips didn’t. Also note that in Merge mode, you can’t trim the clips—it only joins them. As such, I don't find it very useful.

## Core Editing Tools: Everything You Expect and More

Filmora has far too many features to cover in this review, so we outline the tools you are most likely to use regularly below.

## Color Correction and Effects: Tons of Easily Applicable Fixes

The Color section of the Effects panel offers Auto White Balance and sliders for Temperature, Tint, Vibrance, and Saturation. The Light section of sliders below this includes Contrast, Exposure, and the rest of the standard lighting corrections. You also get Color Wheels, Curves, HDR, and HSL controls in the Color tab on the right panel that appears when you select a clip in the timeline. The AI Color Palette tool replaces the previous Color Match tool. As with the earlier tool, you choose a source clip and a target clip to which you want to apply the color palette. Sliders let you adjust the effect’s strength and preserve skin tones. You can save and apply palettes to any clips in your production.

The Effects panel also encompasses overlays, filters, LUTs, and third-party tools from Boris and NewBlue. Its Video Effects section includes categories for everything from AI Portrait to Shake to Night Life to Instagram-Like. These filters can add drama to your video just as they do to still photos. Distortions, such as Mirror and Water Ripple, as well as a set of light-leak and film-style overlays, are also available. Nearly 30 [LUT](https://www.pcmag.com/encyclopedia/term/lut) (lookup table) effects are usable, many of which take the name of the movies and shows whose colors they emulate—"Game of Thrones," "Harry Potter," and so on. One new AI effect lets you make your video look like a drone shot that is slowly spiraling upward and outward.

Filmora’s Adjustment Layers bring a [Photoshop](/adobe-photoshop-cc/)-like concept to video editing. You can use layers to apply a set of adjustments and effects to multiple clips, not unlike the nodes in [DaVinci Resolve](/video-editing/134729/davinci-resolve).

## Keyframes and Motion Tracking: Expanded Functionality, But Still Not Class-Leading

Although Keyframing features were available in earlier versions of Filmora, you could use them only with opacity, position, rotation, and scale effects. Now, they let you time pretty much any effect or transformation.

The Motion Tracking tool works simply: You draw a box around the object you want to track, hit Start Tracking, and then choose what you want to follow the track—a file you provide or a selection of mosaic blurs. Filmora does a so-so job of tracking objects and people. After one test, it displayed an error message saying the object must be visible 100% of the time; in other words, it lost my subject. Newer tools from Adobe and CyberLink don't have this issue, as they rely on AI-assisted tracking.

The program’s Planar Tracking feature lets you paste an image onto a flat surface, where it stays regardless of the video's frame movement. You outline a rectangle where you want the image affixed, and after the track is complete, you then link a photo or video file. This tool worked well in testing.

## Stabilization and Playback: Freeze, Slow, or Speed Up Your Clips

The stabilization tool thankfully steers clear of the stretchy, rubber-band-like results of similar tools. You can see how much of the edges of your content it will crop—the more severe the crop, the better the stabilization. Still, Final Cut Pro, Premiere, and PowerDirector offer more advanced and effective stabilization tools.

The Speed adjustment tool is simple and effective. I like that it has a Freeze Frame option. You simply tap its button above the timeline, choose Slow, Fast, Normal, or Reverse, and then enter the fraction for Slow or a percentage for Fast.

## Transitions and Enhancements: Plenty of Options, With Good Flexibility

Filmora provides more than 100 transitions, including 14 new AI transitions (which require credits). Intriguing names include Corkscrew, Halation Bloom, and Time Travel (a light burst). I didn’t get a good result with Halation Bloom; it simply repeated some frames from the existing footage. In any case, you can search for the standard fade, flash, warp, and zoom options. Still other categories include Fade & Dissolve, Glitch, Liquid, Seasonal, Slides Zoom, and more. You can designate those you use often as Favorites for easy access. When you click a transition, you now see a sample A:B animation in the preview window.

Adding transitions is simple. Drag one onto a seam, and Filmora usually places it right where you want it between the first and second clips. You can also add transitions with the plus sign on the right side of a clip's thumbnail. Just drag the transition’s timeline entry with the mouse to change where it occurs. You can also adjust the duration of a transition by dragging its edge. Double-clicking a transition opens a panel where you can select a prefixed, postfixed, or overlapped position for it.

Filmora offers five enhancement options: Standard Auto Enhance (which instantly improved my clip’s contrast and color), Standard AI (which uses local processing on [Copilot+ PCs](/laptops/159100/the-best-copilot-laptops-of-2025)), Generative Enhance (which claims better clarity and details at a cost of 43 credits for my test clip), AI Night View (only 23 credits), and Topaz Starlight (wildly expensive at 1,653 credits). The standard tool worked well, with the others bringing just minor additional improvements.

Creating picture-in-picture (PiP) effects is also easy. You can move and resize PiP windows directly in the video preview by clicking the appropriate timeline clip and dragging the crosshairs between the edges and corners. Chroma Key (aka green screen) worked very well and automatically for my test footage, despite my subject's frizzy hair; such hair can often be difficult to mask. AI Portrait Cutout lets you remove the background from a video without a green screen and offers outline options, such as Neon Border.

## AI Editing Tools: A True Multiplicity

As mentioned, Filmora offers a bunch of AI tools to ease the editing process. Most of these features require cloud processing, so you have to be OK with transmitting your media to Wondershare’s servers. Some of the AI tools take a while to work, so you can hide their window, go back to the main interface, and keep tabs on the AI's progress in a drop-down from the top window border.

## AI Extend: Take Advantage of Some Extra Frames

This tool is similar to the one Adobe Premiere added [last year](/video-editing/157380/adobe-finally-adds-ai-video-extend-to-premiere-pro-and-ai-search-too). It lengthens both the video and audio in your clip by up to five seconds forward or eight seconds backward using AI. That compares with a limit of two seconds in Premiere’s tool. I tried it on an 8K clip. A four-second extension cost about 400 AI credits and took two minutes. The result was smooth and convincing, though it didn’t match the scene exactly. Here’s the result:

## AI Eye Contact: Reasonably Successful

In testing, applying the AI Eye Contact tool to a 22-second clip (it works with clips of up to three minutes) cost a hefty 400 AI credits and took over 15 minutes. I found that it doesn’t work for extreme head angles and fixed only the first frame in my initial attempt. In another attempt, I kept my head mostly facing the camera but angled my eyes away. This time, this tool was much more successful at directing my straying eyes toward the camera, though still not perfect. I’ve found similar tools from competitors to deliver somewhat creepy results, but the technology seems to be improving. Fimora's results look fairly natural when the feature works.

## AI Mate: A Natural Language Chatbot That Streamlines Your Editing Work

An earlier iteration of this tool didn’t actually perform any actions; it just served as a help resource. But this new [chatbot](/ai/148205/the-best-ai-chatbots) (which accepts natural language prompts) can both generate AI content and perform editing operations, such as applying trims, transitions, and effects. Obviously, this requires AI credits. The below example, which involved a 17-shot sequence, cost 525 credits, or around $3.33:

AI Mate can also perform non-AI actions, such as changing the file save location or the video’s aspect ratio. I hoped it would automatically analyze the clip’s characteristics and make editing suggestions, but it’s more about performing actions you request or those available through the app's templates (such as Generate Hook Clip and writing a vlog script). It couldn't help me find every tool in the program, however. When I asked it to help with a subject's eyes in a clip, it didn’t suggest the new AI Eye Contact tool.

## AI Text-Based Editing: Getting Better, But It Can't Remove Filler Words

The AI Text-Based Editing tool opens a new window showing blue track clips representing parts of a clip with speech. Dragging the blue text clips around splits and moves the part of the video that contains the text. Premiere has a similar feature. The Filmora tool has a handy button that removes any silent parts of the video. It also lets you search for spoken words so you can get to them directly and move, trim, or delete those sections. This tool was more accurate this time around and avoided removing actual words. But it still doesn’t offer to remove filler words like Premiere.

## Audio to Video: Bring Stories and More to Life

With the Audio to Video tool, you upload an audio file (usually a podcast or story) and select the language (from an impressive 45 choices). Alternatively, you can use a YouTube link. In the setup dialog box, you choose between Story and History, an aspect ratio (usually 9:16 or 16:9), a duration, a style (such as Anime, Photography, or Oil Painting), and a Material Template (such as Colorful Memories or Magic Forest).

You can optionally upload an image to base your character on or choose from a dozen templates for things, such as Ancient History or Magic Forest. In testing, the result is more of a slideshow than an actual video, though the images are appropriate to the story and timed well. You can load the result into the main timeline, where you can see all the effects, titles, and transitions for said video and further manipulate them.

A related beta feature is AI Idea to Video. With this tool, you enter text describing what you want to happen in your video, and the feature then generates a script and even characters. You can optionally upload photos relevant to the story.

## Image to Video: A Generative Tool That Transforms Your Photos

With this feature, you highlight an image in the timeline, press the Image to Video icon, and then describe the action you want in a text box. The result is impressive. I took a shot of a coworker on the roof of PCMag's NYC office building and got him to fly up and away. It appears as if a huge magnet is pulling him away, but I like that his limbs and position change and move rather than stay static:

The tool also has a stitch mode for combining multiple photos. Taking advantage, I had another coworker from an image dance in a park (at the end of the clip above). The tool can also make people appear to fight or kiss, and help pets perform uncanny feats. One drawback is that it didn't accept all my photos, for example, those in the HEIC format or those that are especially large.

## Smart Short Clips: Cut Long Videos Into Compelling Shorts

Filmora has two similarly named tools that automate the process of cutting a large video clip into several small ones suitable for short-form video platforms such as Instagram Reels, TikTok, or YouTube Shorts: Smart Scene Cut and Smart Short Clips. The first simply cuts a clip into multiple short clips; it didn’t work well in my testing, cutting a video in the middle of a dialogue. Smart Short Clips is far more advanced and produces better results.

The latter tool is accessible from the Start window. You can use your own footage or grab content from your YouTube account (not anyone else's). You choose a language for the AI to detect and (optionally) a theme, with choices within the Commentaries, Educational, Gaming & Sports, and Podcasts sections. If you don’t choose a theme, Filmora automatically selects one. I tried this feature with a long talking-head video I made about Puebla, Mexico. It created 10 clips, each rated on a scale of 10, and included a text transcript (though not without a few errors). It did a nice job of coming up with a title for each small video; however, it generates captions in display fonts.

## Text and Titles: Powerful and Simple to Edit

Adding titles and text is a snap. Filmora includes more than 200 attractive templates, some with cool animations. Even the highly designed title templates are editable right in the video preview window. If you want even more customization, the Advanced Text Edit dialog lets you change the animation, color fill, and font for your text. You can even reshape and animate your text titles using [Bézier curves](https://en.wikipedia.org/wiki/B%C3%A9zier_curve).

One frill missing is PowerDirector's and Premiere Elements' ability to use video to fill in your text characters. Still, you can use a photo, which is pretty cool. In addition to text, you can choose from a good selection of objects and shapes to overlay on your movie. Many of the title styles require the Creative Assets add-on, but the standard options still cover a generous range of styles.

## Audio Tools: More AI Capabilities to Perfect Your Sound

Wondershare greatly enhances the program's audio capabilities with AI Music Generator and AI noise-reduction tools, as well as a music-stretching feature. The Music library includes hundreds of background tracks, which you can augment with your own files or those from the Filmstock-only library. Be aware that you can't use some of these tracks for commercial purposes.

Generate AI Sound Effect lets you enter a text prompt describing what sound you want. It takes about a minute to generate three five-second clips. Trying this with a single sound yielded acceptable results, as with my request for beach waves.

Filmora organizes music into categories, such as Tender & Sentimental and Young & Bright. You also get a good selection of sound effects, including beeps, monsters, and wooshes, as well as specific things like crow calls and iron shreds dropping.

The AI Music Generator has you choose a Mood (Epic, Happy, or Sad), a Theme (Romance, Travel, or Vlogs), or a Genre (Beats, Electro, Pop, or World). You also set the time, tempo (with only Low, Normal, and High options available), and the number of sound clips you want. In testing, the app took 30 seconds to generate three two-minute clips. My test Epic clips sounded better than I expected and would be perfectly in place for a marketing or social video. Hollywood composers, however, need not worry about their job security.

An audio mixer lets you adjust each track's volume and panning. Dragging the timeline's audio waveforms up and down makes it easy to duck audio. You get automatic audio ducking, along with characters and voice filters, but not acoustic effects to simulate concert halls and other environments, as in PowerDirector.

The Denoise section gives you what you might expect: AI speech enhancement, hum, hiss, and wind removal, and standard denoise and de-reverb tools. Unfortunately, the wind removal option didn't do much with a test clip. The AI Speech Enhance feature worked well, though it occasionally left a blip with strong background noise.

### Translation and Transcription

One of the coolest audio features here is AI Translation. It can automatically translate voice-overs from 21 languages to 14 target languages. It did a remarkable (if not perfect) job in my tests, even matching my voice timbre fairly well. Here's an example of the AI Translation making me sound like I'm speaking Hindi!

A final handy sound tool is the microphone button right below the video preview window, which lets you easily record a voiceover. You get 30 minutes of speech-to-text transcription for automatic captions, which was accurate in a quick test. Going the other way, the program has a text-to-speech tool with 10 voice types for use with caption files.

## Output: A Generous Selection of Targets

Filmora likely has the output option you need. It supports AVI, FLV, HEVC, MKV, MOV, MP4, WMV, and even animated GIFs. For outputs, you can choose quality settings: Best, Better, or Good. Other output options include 4K and the efficient H.265 codec. Buttons are also available for creating and uploading videos to Facebook, YouTube, and Vimeo, as well as for DVD burning. You don't, however, get DVD menu screens and chapters as you do with some other video editors. The program doesn't support 360 VR output or editing either, which is an issue if you want to make content for [VR headsets](/vr-1/75926/the-best-vr-headsets).

## Performance: Above-Average Render Speeds

Filmora generally feels snappy for launching, loading projects, and editing. AI functions can take a while, though. For testing project rendering speed, I have the program join seven clips of various resolutions, ranging from 720p all the way up to 8K. I then apply cross-dissolve transitions between them. I note the time it takes to render the project to 1080p30 with H.264 and 192Kbps audio at a bitrate of 15Mbps. The output movie is just over five minutes in length. I run this test on a Windows 11 PC with a 3.60GHz Intel Core i7-12700K, 16GB of RAM, an Nvidia GeForce RTX 3060 Ti, and a 512GB Samsung PM9A1 PCIe 4.0 NVMe SSD.

Filmora turned in a respectable time of 40* *seconds, tying it with Adobe Premiere Elements and putting it in the top third among apps I tested. Several programs took significantly longer, and some required more than twice as long, as you can see from the chart.

## Privacy: Is Filmora Safe to Use?

Filmora's [privacy policy](https://www.wondershare.com/privacy/ai-empowered-video-creativity.html) clearly states that the company doesn't share your data for any purpose other than the functioning of its software features and complying with government requests. Much of Wondershare’s development takes place in China, which may concern some users. We are not, however, aware of any US government complaints against Wondershare, such as those it leveled against companies such as ByteDance (the TikTok owner), [DJI](/drones/163957/us-drone-ban-2026-explained-the-fcc-rules-on-dji-autel-and-whats-still-legal), Huawei, Tencent, [TP-Link](/wireless-routers/153949/us-lawmakers-demand-probe-into-tp-link-claiming-spying-risks-from-china), and ZTE.

## Final Thoughts

# Wondershare Filmora Review: An AI-First Video Studio With Flexible Pricing

Wondershare's Filmora video editing software offers a wealth of AI tools, fast rendering speeds, and a clear user experience for a reasonable one-time or annual rate.
