Software Alternatives, Accelerators & Startups

Sourcegraph VS Shutterstock

Compare Sourcegraph VS Shutterstock and see what are their differences

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Sourcegraph logo Sourcegraph

Sourcegraph is a free, self-hosted code search and intelligence server that helps developers find, review, understand, and debug code. Use it with any Git code host for teams from 1 to 10,000+.

Shutterstock logo Shutterstock

Shutterstock is a provider of stock photos, illustrations, and vector art. The website allows individuals to purchase a subscription and download copyrighted art for creative projects. Read more about Shutterstock.
  • Sourcegraph Landing page
    Landing page //
    2023-08-06
  • Shutterstock Landing page
    Landing page //
    2023-09-20

Sourcegraph features and specs

  • Code Search
    Sourcegraph offers powerful, fast, and precise code search across large codebases, which helps developers quickly find references, definitions, or implementations.
  • Cross-Repository Search
    Allows searching across multiple repositories within the same interface, enhancing discoverability and productivity.
  • Integrations
    Sourcegraph integrates with popular code hosting platforms like GitHub, GitLab, Bitbucket, and more, providing a seamless experience.
  • Code Intelligence
    Supports advanced code intelligence features like hover tooltips, go-to-definition, and find-references, making code navigation easier.
  • Extensibility
    Developers can extend Sourcegraph's functionality with custom extensions, adapting it to their specific needs.
  • Data Privacy
    Sourcegraph can be self-hosted, giving organizations control over their code and data privacy.
  • Multi-Language Support
    Supports a wide range of programming languages and continuously adds more, catering to diverse development environments.

Possible disadvantages of Sourcegraph

  • Complex Setup
    Setting up Sourcegraph, especially self-hosted versions, can be complicated and time-consuming, requiring a good understanding of DevOps practices.
  • Resource Intensive
    Sourcegraph can be resource-heavy, necessitating significant computational power and memory, especially for large codebases.
  • Cost
    While there is a free tier, advanced features and self-hosted options can be expensive for small teams or individual developers.
  • Learning Curve
    The myriad of features and customizations can result in a steep learning curve for new users, potentially slowing down initial adoption.
  • Limited Offline Support
    While Sourcegraph provides robust online features, its functionality is limited when offline, which can impact productivity in environments with restricted internet access.
  • Dependency on Code Hosts
    Sourcegraph's heavy reliance on integrations with external code hosting platforms can introduce friction if there are changes or issues with those services.

Shutterstock features and specs

  • Large Library
    Shutterstock offers millions of high-quality images, videos, and music tracks, providing a diverse and extensive selection for users.
  • Search Functionality
    Advanced search and filtering options make it easy to find exactly what you're looking for quickly.
  • Flexible Pricing Plans
    A variety of subscription plans and on-demand options allow users to select a payment method that fits their budget and needs.
  • High-Quality Content
    Stringent quality controls ensure that users have access to professional and high-resolution media.
  • Royalty-Free License
    All content is royalty-free, providing users with the peace of mind of knowing they can use the media without ongoing costs.
  • User-Friendly Interface
    The platform is designed to be intuitive and easy to navigate, even for those who are not tech-savvy.
  • API Access
    Shutterstock provides API access for businesses that need to integrate media directly into their own applications.

Possible disadvantages of Shutterstock

  • Cost
    Shutterstock can be relatively expensive, especially for individuals or small businesses with limited budgets.
  • Subscription Limitations
    Some subscription plans have limits on the number of downloads per month, which can be restrictive for high-demand users.
  • Stock Feel
    Some users feel that the images and videos can have a 'stock' or generic appearance, which may not suit all creative projects.
  • Watermarked Previews
    Previews of media assets have watermarks, making it difficult to fully assess an image's suitability before purchase.
  • Occasional Inconsistency
    Despite quality controls, there can be occasional inconsistency in the quality of available media.
  • Overused Content
    Popular images and videos may be widely used across multiple platforms, reducing originality in projects.
  • Complex Licensing for Commercial Use
    While content is royalty-free, licensing terms for commercial use can sometimes be complex and require careful review.

Analysis of Sourcegraph

Overall verdict

  • Sourcegraph is generally regarded as a good tool for software development teams that need robust support for code search and analysis. It can significantly improve productivity and collaboration by making it easier to explore, understand, and manage code.

Why this product is good

  • Sourcegraph is a powerful code search and navigation tool that helps developers understand and manage large codebases efficiently. It offers features like precise code navigation, cross-repository searching, advanced code intelligence, and integrations with other development tools, which streamline the process of working with complex projects.

Recommended for

  • Large and complex codebases
  • Development teams working on multiple repositories
  • Organizations emphasizing code quality and maintainability
  • Developers seeking improved code navigation and search capabilities

Analysis of Shutterstock

Overall verdict

  • Yes, Shutterstock is considered a good resource for individuals and businesses seeking diverse and quality digital media assets.

Why this product is good

  • Shutterstock provides a vast collection of high-quality images, videos, and music tracks, catering to a wide range of creative and commercial needs. It offers flexible licensing options and easy-to-use tools for editing and customizing content. The platform is known for its reliability and the comprehensiveness of its library.

Recommended for

  • Graphic designers looking for stock images and vectors.
  • Content creators needing royalty-free music and video clips.
  • Marketing professionals seeking visuals for campaigns.
  • Web developers requiring images for websites and mobile apps.
  • Businesses of all sizes in need of customizable and scalable media solutions.

Sourcegraph videos

Code review with IDE powers: Sourcegraph Chrome extension

More videos:

  • Review - Better code reviews on GitHub with the Sourcegraph browser extension
  • Review - Sourcegraph's new GitLab native integration

Shutterstock videos

How Much Money Can You Make on SHUTTERSTOCK in Your First Year? Earnings, Best Sellers, and Thoughts

More videos:

  • Review - Stock Photography for Beginners | Is Shutterstock Worth it in 2020?
  • Tutorial - Shutterstock Contributor Tutorial and Tips for Beginners

Category Popularity

0-100% (relative to Sourcegraph and Shutterstock)
Developer Tools
100 100%
0% 0
Image Marketplace
0 0%
100% 100
Git
100 100%
0% 0
Photos & Graphics
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Sourcegraph and Shutterstock

Sourcegraph Reviews

We have no reviews of Sourcegraph yet.
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Shutterstock Reviews

12 Best Sites Like Freepik For Downloading Photos
You must have heard of Shutterstock before and if not, itโ€™s high time that we make it familiar to you. Headquartered in New York, Shutterstock is one of the biggest such websites out there. More than 1 million users worldwide share their content on the platform. More than 1 billion images, video clips, and music tracks have been downloaded through the platform. Also, stock...
Source: www.devdude.com
The best Freepik alternatives 2023
Shutterstock provides over 400 million stock images compared to Freepikโ€™s 41 million. It also offers more advanced features, flexible licensing options, and higher maximum image resolutions. The drawback is that Shutterstock is more expensive. But with its vastly larger library and premium features, it can be worth it for professional needs.
Source: photutorial.com
The Complete List of Video Marketing Tools (Updated for 2022)
Shutterstock is arguably the largest stock-anything site with more than 14 million stock footage, music, and images available in their library. If you know youโ€™re going to need many stock content, you canโ€™t go wrong with Shutterstock.

Social recommendations and mentions

Based on our record, Sourcegraph should be more popular than Shutterstock. It has been mentiond 35 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Sourcegraph mentions (35)

  • Ask HN: Who is hiring? (August 2025)
    Sourcegraph | San Francisco | Full-Time | SWE, Design Engineer, Forward Deployed Eng, Head of Design, Solutions Eng, Dev Advocate (all roles write code) | https://sourcegraph.com Sourcegraph is hiring SWEs and FDEs for Amp (https://ampcode.com), the most aggressive and powerful AI coding agent. It's growing 50% WoW, and we build it in a crazy way; see https://ampcode.com/how-we-build. Backed by Sequoia, a16z,... - Source: Hacker News / 12 months ago
  • Ask HN: Cursor or Windsurf?
    This is a product by Sourcegraph https://sourcegraph.com who already have a solution in this space. Is this something wildly different to Cody, your existing solution, or just a "subtle" attempt to gain more customers? - Source: Hacker News / about 1 year ago
  • Ask HN: Who is hiring? (April 2025)
    Sourcegraph | San Francisco / Remote | Full-Time | SWE, Database Platform Eng, Forward Deployed Eng, Solutions Eng, Dev Advocate (all roles write code) | https://sourcegraph.com Sourcegraph is how enterprises industrialize software development with AI. We accelerate and automate how software is built in the world's most important companies, including 7/10 top software companies by market cap and 4/6 top US banks.... - Source: Hacker News / over 1 year ago
  • Quickly build UI components with AI
    Cody by Sourcegraph can transform how you build UI components, from basic buttons to complex, dynamic systems. It handles the heavy lifting so you can focus on crafting good UI/UX designs. Whether youโ€™re customising components or managing complex UI systems, Cody provides the tools to make the process faster and more efficient. - Source: dev.to / over 1 year ago
  • 22 Unique Developer Resources You Should Explore
    URL: https://sourcegraph.com What it does: A universal code search tool for navigating large codebases. Why it's great: Quickly locate what you need in vast repositories โ€” ideal for collaboration! - Source: dev.to / over 1 year ago
View more

Shutterstock mentions (19)

  • [HELP!] I need your feedback about my creations!
    Other reputable places to sell vector artwork online are shutterstock.com, and stock.adobe.com Each will have their own requirements and tutorials for submitting artwork. You can also start your own page on Etsy.com. Source: over 2 years ago
  • I just started my first freelance job. Am I expected to source my own stock photos or do I ask?
    "Freelance" means, "You're on your own, kid." However, all of the things you ask are possible--access to your client's assets, buy your own and bill them, source free images. shutterstock.com is one of my favorites. I was searching for free/royalty free images endlessly until I just bought a monthly subscription. The time savings makes up for the time spent scouring the internet. Good luck and have fun!... Source: over 3 years ago
  • "you coolio" is too offensive i guess
    Just found out the image had "shutterstock.com" on it. Source: over 3 years ago
  • Y2K Aesthetic - how do I create a Y2K computer browser?!
    Go to shutterstock.com and type in these exact keywords. Vaporwave, windows 98, y2k computer browser. You should get a ton of vector assets that will help cut your design time in half. Source: over 3 years ago
  • Where to find graphics like blood splatter, dirt, lightning etc. for use in photoshop?
    Look for royalty-free images. You may try shutterstock.com if you need more and are ok to make a subscription or unsplash.com if you want free images. Moreover you may try deviantart.com or google search for blood splatter. Source: almost 4 years ago
View more

What are some alternatives?

When comparing Sourcegraph and Shutterstock, you can also consider the following products

OpenGrok - OpenGrok is a fast and usable source code search and cross reference engine.

Adobe stock - Search Adobe Stock for millions of royalty-free stock images, photos, graphics, vectors, video footage and more. Try risk-free today. Homepage - Buy this stock .

GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.

Depositphotos - Depositphotos offers you over 50,000,000 stock photos and vector illustrations for as low as...

Etsy Hound - Hound is an extremely fast source code search engine.ย 

Pexels - Find the best free stock images about Browser Home Page. Download all photos and use them even for commercial projects.