# remove.bg vs ShieldLabs

remove.bg records 51,499,821 monthly visits with -5% month-over-month growth and Freemium pricing. ShieldLabs records 2,059 monthly visits with +42.4% growth and Freemium pricing.

| Metric | [remove.bg](https://openaitools.app/tool/remove-bg) | [ShieldLabs](https://openaitools.app/tool/shieldlabs) |
| :--- | :--- | :--- |
| Website URL | https://www.remove.bg | https://shieldlabs.ai |
| Categories | AI Background Remover, AI Photo Editor, Object Remover AI, AI Image Enhancer | AI API, AI Developer Tools |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 51,499,821 | 2,059 |
| MoM Growth Rate | -5% | +42.4% |
| Primary Market | India | United States |
| Direct Visits | 18,431,353 | 634 |
| Review Score | 4.7 | 4.2 |
| Saved Count | 144 | 0 |
| Supported Platforms | Website | Website |

## remove.bg

Acquired by Canva via Kaleido AI, remove.bg pioneered one-click AI background removal and remains a benchmark utility for photographers, e-commerce merchants, automotive dealerships, and developers. Rather than requiring manual lasso selections or chroma-key studio setups, its specialized computer-vision neural networks automatically detect foreground subjects—including human portraits, clothing, consumer goods, pets, and cars—and generate clean alpha-channel PNG cutouts in seconds.

Beyond single-image uploads in the browser, remove.bg is built for high-volume production automation. Users can process thousands of local files simultaneously using the Windows, macOS, and Linux desktop application, refine layer masks directly inside Adobe Photoshop via the official extension, or connect the REST API and CLI into custom e-commerce, DAM, and print-on-demand workflows at up to 50-megapixel resolution and 500 images per minute.

Important 2026 lifecycle update: Canva Austria GmbH has officially announced that remove.bg's standalone website and API will sunset on December 1, 2026 at 9:00 AM CET as its background removal technology is fully consolidated into Canva. In addition, subscription credits stopped rolling over in late 2025 (expiring at the end of each billing cycle), and all remaining Pay-As-You-Go credits expire permanently on the December 1, 2026 closure date.

**Pricing & Plans:** Offers free unlimited low-resolution previews (up to 0.25 MP) and 1 free full-resolution credit on sign-up; Subscription plans start at $9/month for 40 credits ($0.23/image, expiring monthly), and Pay-As-You-Go packs start at $3 for 3 credits (note: the standalone remove.bg site and API sunset on December 1, 2026 as the service consolidates into Canva).

- **Sub-5-Second Alpha Matting up to 50 MP:** Automatically separates foreground subjects from complex backgrounds with hair-level edge precision, exporting transparent PNGs or custom solid and scenic backdrops up to 50 megapixels.
- **High-Throughput REST API & SDKs:** Integrate automated background cutouts into e-commerce platforms, mobile apps, and photo booths with cloud processing speeds of up to 500 images per minute.
- **Native Adobe Photoshop Extension:** Remove backgrounds directly inside Photoshop with a single click, returning a non-destructive editable layer mask for fine-tuning complex studio composites.
- **Bulk Desktop App for Windows, Mac & Linux:** Drag and drop entire folders of product photography or portrait shoots for unattended batch processing with preset output dimensions and background templates.
- **E-Commerce & Automotive Shadow Preservation:** Automatically center products, standardize marketplace white backgrounds for Amazon and Shopify, and apply realistic grounding shadows for car dealership inventory photos.

**Strengths:** Exceptional edge accuracy on notoriously difficult details like flyaway hair, animal fur, and bicycle spokes with zero manual brushing.; Broad workflow ecosystem spanning web, Windows/Mac/Linux batch desktop apps, Android, Figma, and a native Photoshop layer-mask plugin.; Fast, reliable REST API capable of processing up to 500 high-resolution images per minute.; Pay-As-You-Go credit packages can be held alongside a monthly subscription as an overflow backup.

**Limitations:** Standalone website and API are scheduled to shut down permanently on December 1, 2026 as the product merges into Canva.; Monthly subscription credits no longer roll over as of late 2025, expiring at the end of each billing period.; Free downloads are restricted to low-resolution 0.25-megapixel previews after using the single sign-up credit, and per-image costs are higher than newer competitors.

[Profile (Markdown)](https://openaitools.app/tool/remove-bg.md)

## ShieldLabs

ShieldLabs is a fraud detection and prevention platform built for teams that run signups, logins, subscriptions or paid traffic on their own product. Instead of asking you to train a fraud model, it ships ready-made detections: device and browser fingerprints, IP and network intelligence, named risk signals, and High-Risk Events such as multi-accounting, account sharing, impossible travel and account takeover. Each visit gets a Risk Score from 0 to 100 classified as trusted, suspicious or dangerous, with the individual signals listed behind that score.

The core idea is identification before detection. ShieldLabs recognizes a returning visitor even if they clear cookies, browse in incognito or switch IP addresses, and links accounts that use different email addresses but belong to the same person or device. That linking step is what makes account-level abuse detectable without any fraud model training. On top of that sit masking detections for VPNs, proxies, Tor, private relays, datacenters, anti-detect browsers and spoofed locations, plus automation and headless-browser signals, with AI crawler traffic separated from abusive bots.

For analytics-minded teams there is traffic quality scoring: one score for the whole traffic stream plus quality breakdowns by source, channel, referrer and UTM campaign, which helps separate real acquisition results from bot-filled ones. Integration is a JavaScript snippet plus a REST API, webhooks and SDKs across common stacks, and the same free tier exposes the full detection stack with a monthly identification allowance.

**Pricing & Plans:** Freemium with usage-based paid tiers. The free plan includes 5,000 identifications and one domain with the full detection stack. Paid plans are sold as monthly identification volume with hard caps and no overage charges: Starter is $99/month for 25,000 identifications, Growth is $399/month for 150,000 and Scale is $999/month for 500,000. Annual billing saves about 20%.

- **Visitor and device identification:** Recognizes returning visitors across cleared cookies, incognito sessions and changed IP addresses, and links multiple accounts that trace back to the same person or device.
- **Ready-made High-Risk Events:** Flags multi-accounting, account sharing, account takeover and impossible travel out of the box, with a confidence value per event and no fraud model training required.
- **Masking and bot detection:** Names the risk signals behind each result: VPN, proxy, Tor, private relay, datacenter, anti-detect browser, incognito mode, JavaScript disabled, OS and timezone mismatch, browser automation and AI bots.
- **Risk scoring and traffic quality:** Scores every visit 0–100 and classifies it as trusted, suspicious or dangerous, then aggregates a single traffic-quality score with breakdowns by channel, referrer and UTM campaign.
- **API, webhooks and cluster graph:** Ships a single REST API, webhooks, a dashboard explorer and a cluster graph that shows connected accounts and the evidence behind an abuse decision, with SDKs for JavaScript, React, Next.js, Node, Python, Go, PHP, Java and .NET.

**Strengths:** Full detection stack on every plan, including the free tier, so nothing critical is locked behind an enterprise quote; Identification-led approach catches multi-accounting even when emails and IP addresses change; Transparent usage-based pricing with hard caps and no overage surprises; Named risk signals and event confidence make manual review evidence-based rather than guesswork

**Limitations:** Free tier stops returning results once the 5,000 monthly identifications are used, returning HTTP 402 until you upgrade; Identification history is limited to 90 days on every plan; Enterprise-scale volumes above 500,000 identifications per month require contacting sales rather than self-serve

[Profile (Markdown)](https://openaitools.app/tool/shieldlabs.md)

## Frequently Asked Questions

### How do remove.bg and ShieldLabs compare in monthly traffic?

remove.bg has 51,499,821 monthly visits, while ShieldLabs has 2,059. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

remove.bg has a month-over-month growth rate of -5%; ShieldLabs has +42.4%.

### How does pricing compare?

remove.bg: Freemium. Offers free unlimited low-resolution previews (up to 0.25 MP) and 1 free full-resolution credit on sign-up; Subscription plans start at $9/month for 40 credits ($0.23/image, expiring monthly), and Pay-As-You-Go packs start at $3 for 3 credits (note: the standalone remove.bg site and API sunset on December 1, 2026 as the service consolidates into Canva). ShieldLabs: Freemium. Freemium with usage-based paid tiers. The free plan includes 5,000 identifications and one domain with the full detection stack. Paid plans are sold as monthly identification volume with hard caps and no overage charges: Starter is $99/month for 25,000 identifications, Growth is $399/month for 150,000 and Scale is $999/month for 500,000. Annual billing saves about 20%.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Photoroom](https://openaitools.app/tool/photoroom) | 18,213,872 | -2.8% | Freemium, Free Trial, Contact for Pricing | Offers robust e-commerce product scene generation and batch editing, but can feel more complex for simple cutouts. | [.md](https://openaitools.app/tool/photoroom.md) |
| 2 | [Picsart](https://openaitools.app/tool/picsart) | 16,511,620 | +3.8% | Freemium, Free Trial | All-in-one AI creative studio for images, video, and design | [.md](https://openaitools.app/tool/picsart.md) |
| 3 | [Pixlr](https://openaitools.app/tool/pixlr) | 9,251,872 | -3.8% | Freemium | Browser-based AI photo editor, image generator and video maker | [.md](https://openaitools.app/tool/pixlr.md) |
| 4 | [Cutout.Pro](https://openaitools.app/tool/cutout-pro) | 6,600,547 | -12.8% | Freemium | Features powerful video and photo background removal with rich editing tools, but has a busier interface. | [.md](https://openaitools.app/tool/cutout-pro.md) |
| 5 | [hCaptcha](https://openaitools.app/tool/hcaptcha-com) | 5,446,045 | +18.7% | Freemium, Free Trial, Contact for Pricing, Free | Privacy-first bot detection and fraud prevention for the web | [.md](https://openaitools.app/tool/hcaptcha-com.md) |
| 6 | [PicWish](https://openaitools.app/tool/picwish-com) | 2,855,443 | +1.2% | Freemium, Free Trial | Provides strong batch processing and e-commerce photo enhancements, but requires an account for full resolution downloads. | [.md](https://openaitools.app/tool/picwish-com.md) |
| 7 | [Roboflow](https://openaitools.app/tool/roboflow) | 1,431,204 | +6.6% | Freemium, Contact for Pricing | Build, train, and deploy computer vision for the physical world | [.md](https://openaitools.app/tool/roboflow.md) |
| 8 | [Removal.AI](https://openaitools.app/tool/removal-ai) | 1,254,492 | -3.5% | Freemium | Delivers clean edge detection and developer APIs similar to Remove.bg, but offers fewer built-in creative design templates. | [.md](https://openaitools.app/tool/removal-ai.md) |
| 9 | [SnapEdit - All-in-one AI Photo Editor](https://openaitools.app/tool/snapedit-all-in-one-ai-photo-editor) | 995,828 | -7% | Freemium | Remove objects, erase backgrounds and enhance photos with AI | [.md](https://openaitools.app/tool/snapedit-all-in-one-ai-photo-editor.md) |
| 10 | [Pokecut](https://openaitools.app/tool/pokecut-ai-powered-online-photo-editor) | 978,742 | -6.8% | Freemium, Free Trial | An all-in-one online AI photo editor and image generator for portraits, products, and social content | [.md](https://openaitools.app/tool/pokecut-ai-powered-online-photo-editor.md) |

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Source: https://openaitools.app/compare/remove-bg-vs-shieldlabs

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