# CoreViz vs Raster

CoreViz records 8,356 monthly visits with -40% month-over-month growth and Freemium pricing. Raster records 705 monthly visits with -82.3% growth and Freemium, Contact for Pricing pricing.

| Metric | [CoreViz](https://openaitools.app/tool/coreviz) | [Raster](https://openaitools.app/tool/raster) |
| :--- | :--- | :--- |
| Website URL | https://coreviz.io | https://raster.app |
| Categories | AI Search Engine, AI Image Recognition, AI Video Search, AI Photo Editor | AI Image Recognition, AI Photo Editor, AI Photography, AI Productivity Tools |
| Pricing Model | Freemium | Freemium, Contact for Pricing |
| Monthly Visits | 8,356 | 705 |
| MoM Growth Rate | -40% | -82.3% |
| Primary Market | United States | United States |
| Direct Visits | 3,369 | 280 |
| Review Score | 4 | 4.2 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## CoreViz

CoreViz is built around the idea of a 'media workspace' — a single place where an organization's photos, videos and PDFs become searchable and analyzable. Instead of manually sorting assets, you use natural-language queries such as describing what you are looking for, and the platform retrieves matching content using retrieval-augmented generation (RAG) over visual embeddings. It supports bulk metadata tagging, visual similarity matching, image editing and generation, video scene detection and transcription, and document search.

Beyond generic tools, CoreViz highlights specialized AI models tuned for industry tasks like forensic analysis (for example shoeprint matching and vehicle re-identification) and medical imaging, alongside workflows for archives, real estate, legal evidence discovery, marketing asset management and research datasets. Teams and organizations can collaborate, share custom workflows and control access.

For developers, CoreViz ships a Vision SDK published on npm plus an API that covers image description, tagging and classification, AI editing and visual embeddings. It can be integrated into existing cloud storage (AWS S3, Google Cloud, Azure) and content systems, with cloud, private-cloud and self-hosted deployment options mentioned on the site.

**Pricing & Plans:** Freemium with a free beta: the site states CoreViz is free while in beta with no credit card required ($0/month beta access). Paid tiers, enterprise pricing and contact-for-pricing options are offered for organizations, with cloud and self-hosted deployment.

- **Natural-language visual search:** Find specific photos, videos or documents by describing them in plain language using RAG over visual embeddings.
- **Bulk tagging and metadata:** Generate consistent tags and metadata across large libraries for DAM systems, e-commerce filters and searchable archives.
- **AI photo and video editing:** Remove backgrounds or objects, upscale and enhance images, and analyze or transcribe video using text prompts.
- **Specialized domain models:** Industry-tuned models for tasks such as forensic analysis, medical imaging and satellite imagery.
- **Vision SDK and API:** Embed image description, classification, editing and embeddings directly into your own applications.

**Strengths:** Handles images, videos, PDFs and documents in one workspace; Natural-language search removes manual tagging effort; Specialized models for forensic, medical and satellite use cases; Developer SDK and API plus cloud or self-hosted deployment

**Limitations:** Advanced features and deployment options may require contacting sales; Some specialized models target niche verticals rather than general users; Larger self-hosted deployments can require significant setup

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

## Raster

Raster is a digital asset management platform aimed at teams whose image volume has outgrown folders, drives, and legacy DAM software. It is built around a simple premise: AI tools made image creation instant, so the asset layer that stores, labels, and serves those images needs to keep up. Raster provides fast uploads, ultra-fast CDN delivery, AI tagging, and reverse image search so that a growing library stays structured without manual metadata chores.

What separates Raster from classic enterprise DAMs is its agent-native architecture. Every library is exposed through a documented Agent API and a headless DAM model, so AI agents and internal tools can retrieve approved brand imagery, generate unique image URLs, and edit assets even after they have already been shipped. Human-facing features include a command palette, live collaboration, 21+ built-in adjustments for editing images in place, EXIF metadata handling, and integrations with Contentful, DatoCMS, Sanity, and Figma.

Raster is sold on a straightforward SaaS model with a genuinely useful free tier for personal use, a per-seat team plan, and custom enterprise pricing. It is positioned for startups through to larger organizations that publish images daily — marketing teams, e-commerce operators, design groups, and client-facing studios — rather than for consumers who only need a photo backup.

**Pricing & Plans:** Freemium with a permanent free Personal tier (1 GB storage, 3 libraries, basic EXIF metadata, 21+ editing adjustments, CDN delivery). The Team plan is $20 per user per month and adds unlimited storage, unlimited libraries, live collaboration, AI tagging, the Agent API, reverse image search, and advanced EXIF metadata. Enterprise pricing is custom and adds organization-wide presets, a 100% uptime SLA, priority 24/7 support, and a dedicated Slack channel.

- **AI tagging and reverse image search:** Uploaded assets are automatically labeled with visual context and metadata, and you can search using a reference image to find visually similar assets in your library.
- **Agent API and headless DAM:** A documented API and headless architecture let AI agents and internal software retrieve, transform, and deliver approved assets programmatically.
- **Built-in image editing with 21+ adjustments:** Crop, correct, and tune images directly in the workspace, then re-publish to the same unique URL so shipped assets update everywhere at once.
- **Ultra-fast CDN delivery:** Every library image is served from a global CDN with unique URLs, so you can deploy once and keep editing the asset after it has been shipped.
- **Collaboration, integrations, and command palette:** Live collaboration, a keyboard-first command palette, and connectors for Contentful, DatoCMS, Sanity, Figma, and custom API workflows keep assets close to where they ship.

**Strengths:** Permanent free tier that is actually usable for personal libraries; AI tagging plus reverse image search removes most manual metadata work; Agent API and headless design make the library usable by software, not just people; Editing assets after they ship, behind a stable URL, avoids broken image references

**Limitations:** The free plan's 1 GB storage and 3-library cap is tight for even small commercial work; Real team features such as AI tagging and collaboration are gated behind the per-seat Team plan; Some capabilities, including the Mac app, are listed as coming soon rather than available today

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

## Frequently Asked Questions

### How do CoreViz and Raster compare in monthly traffic?

CoreViz has 8,356 monthly visits, while Raster has 705. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

CoreViz has a month-over-month growth rate of -40%; Raster has -82.3%.

### How does pricing compare?

CoreViz: Freemium. Freemium with a free beta: the site states CoreViz is free while in beta with no credit card required ($0/month beta access). Paid tiers, enterprise pricing and contact-for-pricing options are offered for organizations, with cloud and self-hosted deployment. Raster: Freemium, Contact for Pricing. Freemium with a permanent free Personal tier (1 GB storage, 3 libraries, basic EXIF metadata, 21+ editing adjustments, CDN delivery). The Team plan is $20 per user per month and adds unlimited storage, unlimited libraries, live collaboration, AI tagging, the Agent API, reverse image search, and advanced EXIF metadata. Enterprise pricing is custom and adds organization-wide presets, a 100% uptime SLA, priority 24/7 support, and a dedicated Slack channel.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Cutout.Pro](https://openaitools.app/tool/cutout-pro) | 6,600,547 | -12.8% | Freemium | AI photo & video editing studio with background removal, enhancement, and generative models in one place | [.md](https://openaitools.app/tool/cutout-pro.md) |
| 2 | [123RF AI Search Engine](https://openaitools.app/tool/123rf-ai-search-engine) | 6,259,718 | +3.7% | Free Trial, Paid, Contact for Pricing | Royalty-free stock photos, vectors and video with built-in AI creation tools | [.md](https://openaitools.app/tool/123rf-ai-search-engine.md) |
| 3 | [PhotoEditorAI.io](https://openaitools.app/tool/photoeditorai-io) | 1,840,207 | +16.7% | Freemium, Contact for Pricing | Edit, transform, and enhance photos with simple text prompts in your browser. | [.md](https://openaitools.app/tool/photoeditorai-io.md) |
| 4 | [Lenso.ai](https://openaitools.app/tool/lenso-ai) | 1,588,648 | -1.3% | Freemium | AI reverse image search with face, place, and duplicate detection | [.md](https://openaitools.app/tool/lenso-ai.md) |
| 5 | [AI Ease](https://openaitools.app/tool/ai-ease-ai-photo-editor) | 683,304 | +7% | Freemium | All-in-one AI studio for turning ideas into images and videos | [.md](https://openaitools.app/tool/ai-ease-ai-photo-editor.md) |
| 6 | [1min.AI](https://openaitools.app/tool/1min-ai) | 676,691 | +7.8% | Freemium, Paid | One AI subscription for chat, images, audio, video and agents | [.md](https://openaitools.app/tool/1min-ai.md) |
| 7 | [Aftershoot](https://openaitools.app/tool/aftershoot-com) | 588,838 | +13.2% | Free Trial, Paid | AI culling, editing and retouching that gives photographers their time back | [.md](https://openaitools.app/tool/aftershoot-com.md) |
| 8 | [LightX](https://openaitools.app/tool/lightx) | 478,060 | -20.3% | Freemium, Free Trial | AI photo and video editing with generative tools in one browser studio | [.md](https://openaitools.app/tool/lightx.md) |
| 9 | [Clipdrop](https://openaitools.app/tool/clipdrop) | 456,718 | -16% | Freemium, Contact for Pricing | AI photo editing suite for background removal, cleanup, upscaling and image generation | [.md](https://openaitools.app/tool/clipdrop.md) |
| 10 | [Everypixel](https://openaitools.app/tool/everypixel) | 336,875 | +39.1% | Free | One search across 50+ stock libraries, AI-ranked and priced side by side | [.md](https://openaitools.app/tool/everypixel.md) |

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Source: https://openaitools.app/compare/coreviz-vs-raster

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