imho.run vs IKKF
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 IKKF
| Detail | 
imho.run | 
IKKF |
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| What it does | Free Steam game recommender that ranks games against your library and what players are saying in reviews
| Knowledge Engine that distills experience into sovereign, reusable skills for AI agents
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| Stage | Startup
| Not given
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| Founded | 2025
| Not given
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| Based in | Not given
| Not given
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| Pricing model | Free
| Freemium
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| Pricing | Not given
| IKKF CLI: free forever, no license required. IKKF for macOS: $9.99 one-off purchase.
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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
| - Seven-phase execution protocol
- Synthesis Gate ensures expertise is distilled before task completion
- Universal AI provider support
- Local-first operation with no cloud or telemetry
- Work decomposed into 10-15 minute chunks
- Plain-text skill files you can read and audit
- Real deliverables written to your workspace
- Skill library and synthesis
- Two execution modes: Light and Full
- Resume and restore interrupted tasks
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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
| - Ownership of all skills—your expertise stays yours, not locked in opaque third-party systems
- Synthesis Gate forces real learning and skill building alongside task completion
- Free CLI forever with no license, key, or machine-lock
- Local-first privacy—no cloud, no telemetry, full control
- Works with any AI agent—one protocol, instant provider swaps
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 1 ▲ +1 (up) since last check | 4 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 0 | 4 |
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| Citation Flow (Majestic) | 20 | 18 |
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| Referring domains (Majestic) | 9 | 7 |
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4 details filled in for both companies.
More alternatives to imho.run More alternatives to IKKF