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trace.moe VS StackLedge

Compare trace.moe VS StackLedge and see what are their differences

trace.moe

Trace back the episode where an anime screenshot is taken.

Rating
0 reviews
Pricing
Open source
Promote on VibeVoted
Alternatives Is it good?
StackLedge

Curated directory for automation, AI, and SaaS tools.

Rating
0 reviews
Pricing
Free
Promote on VibeVoted
Alternatives Is it good?
boldrouter
A unified, OpenAI-compatible gateway to every major LLM provider. One endpoint, one key, one bill - with automatic routing and failover. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, trace.moe seems to be more popular. It has been mentioned 117 times since March 2021.

social mentions
117 vs 0
Search Engine popularity
100% vs 0%
alternatives listed
28 vs 26

Base details

Website, pricing, platforms and company facts side by side.

trace.moe
StackLedge
Website demo.trace.moe stackledge.com
Pricing
Open source
Free
Platforms
Web
Web SaaS AI
Company 2015 Startup from Pakistan · 1 - 9 employees · 2026
Listed in
Image Search Search Engine Images Anime +1
Software Directory Directory Automation AI Product Listing +2

About trace.moe and StackLedge

In their own words, as submitted to SaaSHub.

trace.moe
StackLedge

No description of trace.moe yet.

StackLedge is the premier hand-curated directory designed specifically for founders, developers, and marketers who are looking to discover the tools that power modern tech stacks. In an era where most software directories rely on automated web scraping—resulting in overwhelming spam and abandoned...

Read more about StackLedge

Features and specs

What each product offers, as listed by its team.

trace.moe 4 features
StackLedge 4 features
  • Accurate Identification
    trace.moe excels in accurately identifying anime scenes from just a screenshot, providing detailed information about the corresponding episode and timestamp.
  • User-Friendly Interface
    The interface is straightforward and user-friendly, making it easy for users to upload images and receive results quickly without needing technical expertise.
  • Comprehensive Database
    The service is built on a comprehensive database that covers a wide range of anime, including popular, obscure, and newly released shows.
  • Efficient Processing Time
    trace.moe processes image queries quickly, ensuring that users receive search results in a timely manner.
  • Human-Curated Listings
    Every tool, workflow, and node is manually reviewed by a human for quality before going live. No automated scraping.
  • n8n Ecosystem Focus
    Dedicated categories specifically for discovering n8n workflows, community nodes, and specialized hosting solutions.
  • AI & API-First Discovery
    Specialized search and categorization for AI products, agents, and SaaS tools that feature robust APIs.
  • Leaderboard & Voting
    Community upvoting system to surface the best tools naturally.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
trace.moe
StackLedge
100% 100%
Search Engine
0% 0%
0% 0%
Software Directory
100% 100%
100% 100%
Image Search
0% 0%
0% 0%
AI
100% 100%

Questions & Answers

As answered by people managing trace.moe and StackLedge.

How would you describe the primary audience of your product?

StackLedge's answer:

Our primary audience consists of startup founders, software developers, system administrators, and marketers who are actively looking to discover tools to build, optimize, or automate their modern tech stacks.

What makes your product unique?

StackLedge's answer:

StackLedge is 100% human-curated, entirely avoiding the spam and low-quality listings found on automated aggregators. Furthermore, it features a highly specialized focus on the n8n automation ecosystem, offering dedicated sections for n8n workflows and community nodes alongside top-tier AI and SaaS tools.

Why should a person choose your product over its competitors?

StackLedge's answer:

Competitors often scrape the web to artificially inflate their directories, forcing users to sift through abandoned or low-effort tools. StackLedge guarantees that every single listing has been verified by a real person. This ensures you only discover high-value software that does real work, saving you hours of research and testing.

What's the story behind your product?

StackLedge's answer:

We grew frustrated with software directories that were flooded with AI-generated spam and low-effort scraped listings. We wanted a discovery platform where the signal-to-noise ratio was high, particularly for automation builders. We built StackLedge to be the hand-curated, high-quality directory we wished existed for discovering tools for our own stacks.

Which are the primary technologies used for building your product?

StackLedge's answer:

Php, HTML5, CSS3, JavaScript, and a custom backend database for managing curated listings and community upvotes.

Who are some of the biggest customers of your product?

StackLedge's answer:

CachePlex Arvopeak

User comments

Share your experience with using trace.moe and StackLedge. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

trace.moe 117 mentions
StackLedge 0 mentions
  • Show HN: I created an anime reverse search engine to find source anime
    I actually used https://trace.moe/ api for this website. - Source: Hacker News / over 2 years ago
  • Show HN: I created an anime reverse search engine to find source anime
    For reference another site that does this with images is https://trace.moe/. - Source: Hacker News / over 2 years ago
  • Yeah, the moon is indeed beautiful.
    Https://trace.moe/ For the next time with this it is easy to find out the name of a show. Source: over 3 years ago

View more

Tracking StackLedge since Aug 2026.

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