
Why it ranks #700
Metalware, an AI pentester from YC S23, ranks #700 of 999 AI agents and #10 of 12 in Pentester, with a score of 2.0 of 10. Data as of .
The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·
- Proof 0 × 30% 0.0
- Scale 2 × 30% 0.6
- Momentum 2 × 25% 0.5
- Autonomy 6 × 15% 0.9
- = 2.0
- 0
Proof
Do customers use it? 30% of the score
No public claims of customers or revenue yet.
Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)
- 2
Scale
Is there a real company behind it? 30% of the score
4 people.
- +24 people on its YC page3 or 4 people
Not found: funding round in its news (+3)
- +2
- 2
Momentum
Is it shipping and growing now? 25% of the score
Shows hiring.
- +2
Not found: launch YC post in the last 6 months (+3), new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Summer 2023) (+1)
- 6
Autonomy
How much of the job does it do on its own? 15% of the score
Supervised agent: takes actions in other systems; a person approves key steps.
- +6Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 31% likely
- Finishes whole tasks: 18% likely
- Calls itself an agent: 2% likely
- Level 1 from the model's reading of its pages; the evidence review found, with quotes, that its AI acts in the work, so the level is 2
Level 2: Takes actions in other systems; a person approves key steps.
- +6
About Metalware
Metalware develops advanced firmware security solutions for critical infrastructure, protecting industries like aerospace, defense, automotive, telecom, and healthcare from cyber threats.
Our product is an automated, intelligent binary fuzzer that enables organizations to efficiently discover and remediate security weaknesses in hardware products before deployment.
Founders
- Ryan ChowFounder
- Andrew NedeaFounder
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- 1
XBOWPentesterXBOW is an autonomous offensive security platform that simulates real attacks to find and validate vulnerabilities in your applications.Proof9Scale10Momentum10Autonomy8Score9.4 - 2
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MetalwarePentesterS23Firmware cybersecurityProof0Scale2Momentum2Autonomy6Score2.0