Subquadratic vs Opmed
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Subquadratic compared with Opmed
| Detail | 
Subquadratic | O
Opmed |
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| What it does | Efficiency is Intelligence
| Agentic AI platform for healthcare operations and scheduling
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| Stage | Startup
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| US
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| Pricing model | Paid
| Not given
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| Pricing | Free 100M tokens for new users. $0.04 per 1M tokens for input tokens.
| Not given
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| Key features | - 384K token context window
- Multimodal input support
- 100K tokens processed in less than a second
- Structured output for direct code use
- Subquadratic Sparse Attention algorithm for efficient compute
- $0.04 per 1M tokens pricing
- Customer content not used for model training
- Data retention limited to 60 days
| - Demand forecasting for case duration, procedure length, utilization, and staffing needs
- Resource allocation optimization for rooms, blocks, staff, and equipment
- Real-time adjustment to operational changes and delays
- PACU and admission length of stay forecasting
- Turnover time and shift size optimization
- Equipment maintenance response
- No-show and late cancellation handling
- Add-on and urgent case accommodation
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| What makes it different | - First long-context decision model purpose-built for enterprise work
- Frontier-level decision-making performance at 5-10x lower cost than frontier LLMs
- Tied for #1 on Artificial Analysis Decision Index
- Processes entire codebase or data room in single context window
- Speeds agent reasoning from minutes to seconds
| - Agentic AI that reads changing conditions and recommends next best moves
- Real-time adaptation to operational realities across care environments
- Transforms operational data into actionable intelligence
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 51 ▼ −1 (down) since last check | 37 ● no change since last check |
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| Trust Flow (Majestic) | 17 | 5 |
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| Citation Flow (Majestic) | 37 | 32 |
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| Referring domains (Majestic) | 654 | 128 |
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4 details filled in for both companies.
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