# Clipdrop vs DeepFloyd IF

Clipdrop records 456,718 monthly visits with -16% month-over-month growth and Freemium, Contact for Pricing pricing. DeepFloyd IF records 0 monthly visits with — growth and Free pricing.

| Metric | [Clipdrop](https://openaitools.app/tool/clipdrop) | [DeepFloyd IF](https://openaitools.app/tool/deep-floyd) |
| :--- | :--- | :--- |
| Website URL | https://clipdrop.co | https://github.com/deep-floyd/IF |
| Categories | AI Photo Editor, AI Image Generator, AI Art Generator, AI Background Remover | Text to Image, AI Image Generator, Open Source AI Models, AI Image Upscaler |
| Pricing Model | Freemium, Contact for Pricing | Free |
| Monthly Visits | 456,718 | 0 |
| MoM Growth Rate | -16% | — |
| Primary Market | United States | Global |
| Direct Visits | 210,489 | 0 |
| Review Score | 4.3 | 4.3 |
| Saved Count | 23 | 2 |
| Supported Platforms | Website | Open Source |

## Clipdrop

Clipdrop began life as InitML, the company behind Clipdrop.co and Cleanup.pictures, founded by Cyril Diagne, Jonathan Blanchet and Damien Henry in 2020 and part of Y Combinator's Winter 2021 batch. InitML was acquired by Stability AI in 2023 and later moved under Jasper, which now operates the service. The team's focus has consistently been on making advanced computer-vision and generative image models usable by non-designers in a few clicks.

The core product is a collection of single-purpose AI tools that each solve one visual task extremely well: Remove Background isolates subjects with high accuracy, Cleanup erases objects, people, text and defects, Uncrop extends a photo to any aspect ratio, and Image Upscaler enlarges shots by 2x to 16x while recovering detail. Around these sit text-to-image generation, background replacement, relighting, text removal and a Universal Resizer for reformatting assets for social platforms.

For developers, Clipdrop exposes its image capabilities through the Jasper API, letting teams add background removal, upscaling and generation directly into their own apps. A generous free tier handles light, occasional use, while the Pro plan removes the daily caps and unlocks high-resolution output — making Clipdrop useful both for casual creators and for production workflows.

**Pricing & Plans:** Freemium. The Free plan costs nothing and includes text to image, uncrop, background removal, image upscaling, cleanup, relight, text remover and background replacement under daily usage caps (roughly 20-50 operations per 24 hours depending on the tool). Pro is a paid monthly subscription with a free trial that unlocks high-resolution output, upscaling up to 16x, queue skipping and much higher daily limits. The API is billed on usage; enterprise options are available.

- **One-click background removal:** Isolate the main subject of a photo with high-accuracy edge detection, then drop it onto a white background or a fully new scene without needing a graphics editor.
- **Cleanup and text remover:** Paint over unwanted objects, people, watermarks, captions or blemishes and let inpainting reconstruct the area so the edit looks natural.
- **Uncrop and Universal Resizer:** Extend the canvas beyond the original frame in any direction, or instantly reformat an asset into the aspect ratios needed for each social platform.
- **Upscaling up to 16x:** Enlarge low-resolution images by 2x or 4x on the free tier and up to 16x on Pro, with noise reduction and detail recovery to keep results crisp.
- **Text-to-image and Jasper API:** Generate realistic images from text prompts, or embed Clipdrop's models such as background removal and upscaling into your own product via the API.

**Strengths:** Very broad toolkit covering most everyday image-editing tasks in one place; Free tier is genuinely usable for light work with no credit card required; High-quality results from dedicated models outperform generic all-in-one editors; Jasper API lets developers integrate the same capabilities into their own products

**Limitations:** Free tier is capped by daily limits and lower-resolution output, so heavier users must pay; Most tools are single-purpose, so complex multi-step edits still need a separate editor; Pricing and plan details are not always clearly laid out on the public page

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

## DeepFloyd IF

DeepFloyd IF is an open-source text-to-image model introduced by DeepFloyd Lab at Stability AI. Its distinctive design is a cascaded architecture: a base model generates a 64x64 image from a text prompt, then two super-resolution modules scale it to 256x256 and 1024x1024. All stages use a frozen T5 transformer text encoder, which gives IF notably strong language understanding and prompt fidelity for its generation, and the paper reported a zero-shot FID of 6.66 on COCO.

Because it is open source, IF is distributed as code on GitHub and as weights on Hugging Face rather than as a hosted consumer app. Developers install the Python package and run it locally, or use the model through the Hugging Face Diffusers library, which exposes each stage separately so you can customise the pipeline. The README documents quick-start commands, Jupyter notebooks for Dream, style transfer, super resolution, and inpainting, and both minimum and recommended GPU memory requirements.

The trade-off is hardware. Running the full pipeline is intended for GPUs with around 16 to 24GB of VRAM, though CPU offloading can lower the bar. IF remains a foundational open-source reference for high-photorealism text-to-image work and continues to be used by researchers and developers even as newer models have appeared.

**Pricing & Plans:** Free and open source. The code is published on GitHub and the weights are available on Hugging Face; there is no paid plan, though you cover your own compute costs.

- **Cascaded diffusion pipeline:** IF splits generation into a 64px base model and two super-resolution stages for 256px and 1024px, letting users inspect each step.
- **T5 text encoder:** A frozen T5 text encoder gives the model strong prompt adherence and language understanding compared with earlier models of its era.
- **Multiple generation modes:** The model supports Dream-style generation, style transfer, super resolution, and inpainting workflows in notebooks.
- **Diffusers integration:** IF is integrated into the Hugging Face Diffusers library, so you can run each stage individually with familiar tooling.

**Strengths:** High photorealism and strong prompt understanding for its generation; Fully open source with weights and code available; Integrated with the widely used Hugging Face Diffusers library; Granular cascade exposes each resolution stage for control

**Limitations:** High VRAM requirements (16-24GB) for the full pipeline on local hardware; Original hosted Dream demo was retired, so you must run it yourself or use third-party hosts; Setup involves Python, Hugging Face login, and accepting model licence terms; Generation is relatively slow compared with newer single-stage models

[Profile (Markdown)](https://openaitools.app/tool/deep-floyd.md)

## Frequently Asked Questions

### How do Clipdrop and DeepFloyd IF compare in monthly traffic?

Clipdrop has 456,718 monthly visits, while DeepFloyd IF has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Clipdrop has a month-over-month growth rate of -16%; DeepFloyd IF has —.

### How does pricing compare?

Clipdrop: Freemium, Contact for Pricing. Freemium. The Free plan costs nothing and includes text to image, uncrop, background removal, image upscaling, cleanup, relight, text remover and background replacement under daily usage caps (roughly 20-50 operations per 24 hours depending on the tool). Pro is a paid monthly subscription with a free trial that unlocks high-resolution output, upscaling up to 16x, queue skipping and much higher daily limits. The API is billed on usage; enterprise options are available. DeepFloyd IF: Free. Free and open source. The code is published on GitHub and the weights are available on Hugging Face; there is no paid plan, though you cover your own compute costs.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Adobe Firefly](https://openaitools.app/tool/adobe) | 396,998,213 | -8.6% | Freemium | Industry-standard professional creative suite offering robust generative fill, vector editing, and commercially safe AI models. | [.md](https://openaitools.app/tool/adobe.md) |
| 2 | [remove.bg](https://openaitools.app/tool/remove-bg) | 51,499,821 | -5% | Freemium | Dedicated automated background removal utility providing lightning-fast subject isolation without full editing suites. | [.md](https://openaitools.app/tool/remove-bg.md) |
| 3 | [Shutterstock AI Image Generator](https://openaitools.app/tool/shutterstock-com) | 47,855,171 | +3.2% | Paid | Commercially licensed AI image generator aggregating frontier visual models with legal indemnification and stock asset integration. | [.md](https://openaitools.app/tool/shutterstock-com.md) |
| 4 | [Photoroom](https://openaitools.app/tool/photoroom) | 18,213,872 | -2.8% | Freemium, Free Trial, Contact for Pricing | Specialized e-commerce photo editor offering superior automated background removal and high-volume product scene generation. | [.md](https://openaitools.app/tool/photoroom.md) |
| 5 | [Picsart](https://openaitools.app/tool/picsart) | 16,511,620 | +3.8% | Freemium, Free Trial | Feature-rich mobile and web photo editor with extensive creative stickers, collage tools, and AI effects. | [.md](https://openaitools.app/tool/picsart.md) |
| 6 | [Cutout.Pro](https://openaitools.app/tool/cutout-pro) | 6,600,547 | -12.8% | Freemium | Versatile visual editing platform excelling at precise background removal, cutout animation, and photo enhancement. | [.md](https://openaitools.app/tool/cutout-pro.md) |
| 7 | [Fotor AI](https://openaitools.app/tool/fotor-ai) | 5,818,661 | -3.6% | Freemium | All-in-one online photo editor combining traditional retouching utilities with modern AI generation features. | [.md](https://openaitools.app/tool/fotor-ai.md) |
| 8 | [MiniMax Image-01](https://openaitools.app/tool/minimax-image-01) | 5,253,734 | -13.2% | Contact for Pricing | MiniMax's open-weight model for turning prompts into images | [.md](https://openaitools.app/tool/minimax-image-01.md) |
| 9 | [PicWish](https://openaitools.app/tool/picwish-com) | 2,855,443 | +1.2% | Freemium, Free Trial | Comprehensive photo editing suite tailored for e-commerce with strong background removal and bulk processing. | [.md](https://openaitools.app/tool/picwish-com.md) |
| 10 | [Ideogram](https://openaitools.app/tool/ideogram) | 1,882,585 | -11.3% | Freemium | Generative media platform with models built for readable type and reliable editing | [.md](https://openaitools.app/tool/ideogram.md) |

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Source: https://openaitools.app/compare/clipdrop-vs-deep-floyd

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