Subquadratic vs Cowork Score
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 Cowork Score
| Detail | 
Subquadratic | 
Cowork Score |
|---|
| What it does | Efficiency is Intelligence
| Free assessment to determine if Claude Cowork is right for your work
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| Stage | Startup
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| Not given
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| Pricing model | Paid
| Free
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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
| - Free two-minute assessment with five-step process
- Score out of 100 across five result bands
- Adaptive follow-up questions based on initial answers
- CLAUDE.md business brief file for any AI tool
- FIRST-TASKS.md file with first three actionable tasks
- Shareable score card with no personal information
- Thirty-day retake comparison feature
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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
| - Assessment built by someone with thirty years of enterprise software and business building experience
- Generates files that work in any AI tool, not locked to Claude Cowork
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 52 ▲ +1 (up) since last check | 11 ● no change since last check |
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| Trust Flow (Majestic) | 17 | 0 |
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| Citation Flow (Majestic) | 37 | 22 |
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| Referring domains (Majestic) | 654 | 5 |
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4 details filled in for both companies.
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