Archive position — measured, not model output
0 likes on Devpost
2,264 of the 7,856 archived projects have more likes, and 5,592 share exactly 0 — so this project's #2,954 place in the like-ranked listing is a tie-break inside that group, not a ranking.
Projects (log scale)
Likes on Devpost. ▲ marks this project's group.
Show the figures
| Likes | Projects | Share of archive |
|---|---|---|
| 0 | 5,592 | 71.2% |
| 1 | 1,758 | 22.4% |
| 2 | 285 | 3.6% |
| 3–4 | 132 | 1.7% |
| 5–9 | 75 | 1.0% |
| 10+ | 14 | 0.2% |
Executive Summary
What the company appears to be
The description states that Black Hole is "an anti virus software". The author describes it as a project submitted to the OpenAI 2026 hackathon on Devpost, built by one person (Sumit Thory), using cloud, cyber, database, Python, and SQL technologies.
What changed
There is no evidence of prior version or evolution. This appears to be a single project submission with no prior development history or updates.
The single most important open question
Is this a proof-of-concept, prototype, or something more mature? The description does not indicate whether it has been tested, deployed, or used by anyone beyond the author.
What The Product Actually Is
The description states: “Black Hole is an anti virus software.”
This is the only claim about what the product actually does. No further detail is provided on features, functionality, or how it works.
Evidence
- The author calls it "an anti virus software"
- No additional technical specification or feature list
Inference If this is a software product, it likely involves cybersecurity functions such as malware detection, threat analysis, or system protection — but the description does not confirm this.
Positioning & Claim Evolution
The description states: “Black Hole is an anti virus software.”
There is no indication of how the positioning has evolved or whether there was a prior version. The only claim is the tagline itself.
Evidence
- Tagline: “a anti virus software”
- No mention of prior versions, repositioning, or strategic shifts
Inference If this project was submitted to a hackathon, it may be a prototype or experimental idea rather than a commercial product. This is inferred from the context but not stated.
Target Customer & ICP
The description does not state who the target customer is or what the ideal customer profile (ICP) might be.
Evidence
- No mention of user personas, customer segments, or use cases
- No indication of whether it targets individuals, enterprises, or specific industries
Inference If this is an antivirus product, it likely targets users or organizations concerned with cybersecurity. However, no such inference can be made without evidence.
Business Model & Pricing Evidence
The description does not provide any information about the business model or pricing.
Evidence
- No mention of monetization strategy
- No indication of whether it is freemium, subscription-based, one-time purchase, etc.
Inference If this is an antivirus product, it may follow a standard SaaS or software licensing model — but again, no evidence supports this.
Technical & Delivery Signals
The description states that the project was built using:
- Cloud
- Cyber
- Database
- Python
- SQL
Evidence
- Technology stack declared by the author
- No information on architecture, scalability, or deployment method
Inference Use of "cyber" and "cloud" may imply a focus on cybersecurity and cloud-based delivery — but this is speculative without more detail.
Traction & Maturity Signals
The description does not provide any evidence of traction or maturity.
It states that the project was submitted to a hackathon, and that the team size is one (Sumit Thory).
Evidence
- Submitted to OpenAI 2026 hackathon
- Team size: 1
- No mention of users, customers, revenue, or adoption
Inference This likely represents an early-stage idea or prototype. The lack of any traction signals is evident.
Competitive Context
The description does not provide any information about the competitive landscape or how this product compares to others in the antivirus space.
Evidence
- No mention of competitors
- No indication of differentiation or market positioning
Inference If this is an antivirus product, it would be in a crowded market with established players — but no evidence supports this claim.
Key Risks & Red Flags
- No traction or adoption: The project appears to be untested and unused beyond the author.
- Single-person team: Limited capacity for development, testing, or scaling.
- No business model: No indication of how it will generate revenue or sustain itself.
- Hackathon submission: Likely a prototype or experimental idea, not a commercial product.
Evidence
- Submitted to a hackathon
- Team size: 1
- No mention of users, monetization, or market fit
Diligence Questions To Ask The Founders
- What is the core problem this software solves?
- How does it differ from existing antivirus solutions?
- Has it been tested or used by anyone beyond the author?
- Is there a plan for development beyond this prototype?
- What is the intended business model and monetization strategy?
Investment/Partnership Verdict
Not evidenced.
The description does not provide sufficient information to assess whether this project is suitable for investment or partnership. It appears to be an early-stage idea, possibly a hackathon submission, with no evidence of traction, market fit, or commercial viability.
Evidence
- No revenue, customers, or adoption
- No business model or pricing
- No indication of product-market fit or scalability
Inference If this is a prototype or experimental idea, it may have potential for further development — but no evidence supports that at this stage.
Source
Submitted to the OpenAI 2026 hackathon on Devpost. Project home on DevPost.
The analysis above was generated by a language model from the project's own one-line description. It is not independent research and contains no verified traction, revenue or customer data.