Sibli vs Akinda
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Sibli compared with Akinda
| Detail | 
Sibli | 
Akinda |
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| What it does | Intelligent forecasting technology for global asset managers
| Shariah compliance API for stocks and ETFs with five methodologies, AAOIFI primary
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| Stage | Not given
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| Founded | Not given
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| Based in | CA
| US
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| Pricing model | Not given
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| Pricing | Not given
| Basic: Free (10 API calls/day, 100 MB/month); Personal Standard: $20/month (300 calls/min, 10 GB/month); Personal Ultimate: $60/month (1,000 calls/min, 100 GB/month); Business Standard: $600/month (1,000 calls/min, 100 GB/month); Business Ultimate: $1,000/month (3,000 calls/min, 300 GB/month); Busin
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| Key features | - Portfolio-wide scenario analysis and what-if modeling
- Financial model processing from Excel without templates
- Causal discovery mapping of cause-and-effect relationships
- Forecast accuracy tracking and consensus comparison
- Event detection and alert monitoring
- Secure private cloud and flexible deployment options
- API connectivity and system integration
- Integration with proprietary and external data sources
| - Debt ratio analysis with AAOIFI 30% threshold
- Liquid assets vs market cap comparison
- AI-extracted impure income detection from SEC filings
- Five methodologies including AAOIFI, Dow Jones Islamic Market, FTSE Shariah, MSCI Islamic, and S&P Shariah
- ETF screening by basket holdings with five rulebooks per fund
- Proprietary halal rating and ranking scores
- Verdict changes feed with real-time updates
- Interactive API playground with 12+ code snippet languages
- Webhooks and MCP server integration
- Coverage across 12,500+ stocks in four markets
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| What makes it different | - Converts isolated analyst forecasts into an auditable firm-level asset
- Enables portfolio-wide scenario analysis in minutes rather than hours
- Provides causal transparency into performance drivers
- Combines financial models with AI-powered research monitoring
| - Only API built specifically for Islamic finance with transparent mapping of every verdict to documented Shariah rules
- Five published Shariah methodologies including AAOIFI as primary standard
- AI-powered analysis of regulatory filings for prohibited income detection
- Honest sparsity approach shipping NULL for uncomputed values rather than guesses
- Public roadmap with customer input shaping development priorities
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 22 ▼ −1 (down) since last check | 16 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 6 | 2 |
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| Citation Flow (Majestic) | 17 | 21 |
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| Referring domains (Majestic) | 88 | 4 |
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4 details filled in for both companies.
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