imho.run vs Magical
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
imho.run compared with Magical
| Detail | 
imho.run | 
Magical |
|---|
| What it does | Free Steam game recommender that ranks games against your library and what players are saying in reviews
| AI agents that automate complex workflows with autonomous decision-making and zero human involvement
|
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| Stage | Startup
| Established
|
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| Founded | 2025
| 2020
|
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| Based in | Not given
| US
|
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| Pricing model | Free
| Contact for pricing
|
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| Pricing | Not given
| Not given
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| Key features | - Collaborative filtering recommendation algorithms
- Review-mined vibe graph with 129,000+ edges
- Steam Deck compatibility filtering
- Hidden gem discovery
- No login required for anchor mode
- Daily catalogue refresh from Steam APIs
- Transparency with reasons behind each recommendation
- Analyzes 18 million+ player libraries
| - Autonomous process automation with zero human intervention
- AI-powered reasoning and decision-making
- Data transformation and smart field mappings
- Intelligent PDF processing and data extraction
- Self-healing workflows with error handling
- Virtual machine-based scalability
- Daily automated testing and proactive issue detection
- Detailed automation logs and monitoring
- Adaptive intelligence that responds to app changes
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| What makes it different | - Recommendation rankings based on what you actually play, not popularity
- No ads, sponsors, or revenue-based ranking
- Built by a single independent developer with no investors
- Gameplay vibes extracted from actual player reviews
- Private data handling with no personal data sales
| - Industry-leading 12-week deployment time
- 80%+ automation coverage for complex RCM workflows
- 90%+ automation accuracy without manual rules
- Runs autonomously 24/7 on virtual machines at unlimited scale
- Saves teams 7 hours per week on average
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 1 ▲ +1 (up) since last check | 61 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 0 | 11 |
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| Citation Flow (Majestic) | 20 | 41 |
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| Referring domains (Majestic) | 9 | 1395 |
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6 details filled in for both companies.
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