zKML
ZKML
Evaluation Score
Overall rating on a scale of 0-10
Dimension Breakdown
AI Analysis
Comprehensive evaluation of the token
The overall assessment of ZKML (zKML) reveals a high-risk, low-traction asset with significant transparency and data gaps. Data gaps occurred in Active Development and Team & Governance, where severe namespace collisions and an absence of verifiable records resulted in scores of -1.0; these were excluded and their weights redistributed among the remaining sections. Across the evaluated metrics, Community Support (2.0/10) reflects a dormant ecosystem with minimal daily activity, while Tokenomics (2.0/10) suffers from extremely low trading volume (~$1.9K daily) and unverified supply mechanics. Market and Use Case (2.5/10) notes a tiny market cap ($821K–$1.09M) with no demonstrated commercial adoption or protocol revenue. Security and Audit History (3.0/10) highlights unverified smart contracts and circuits, lack of third-party audits, and ticker/identity ambiguity between zkml.network and zkml.systems, though no specific historical exploits or regulatory actions were affirmatively established. Based on the weighted average of available data, the token exhibits poor fundamentals across all verifiable dimensions.
Development Activity
Code updates and developer engagement
Community Support
Social media presence and community engagement
Tokenomics
Supply, distribution, and utility
Market & Use Case
Value proposition and competitive landscape
Team & Governance
Team background and project governance
Security & Audits
Security history and audit status
About zKML (ZKML)
ZKML (zKML) is an Ethereum-based token associated with the privacy-preserving machine learning and zero-knowledge verification sector. The project is designed to support verifiable and confidential artificial intelligence computation. Its stated utility concepts include fee payments, staking, governance, and access to AI-related services, although there is no verifiable evidence of active commercial adoption or protocol revenue.
The token exhibits constrained market metrics and limited on-chain activity. Market capitalization has been tracked in the range of approximately $821,000 to $1.09 million, accompanied by extremely low daily trading volume of roughly $1,900. On-chain metrics indicate a static to declining holder base of around 16,700 to 16,800 addresses and approximately 45,119 lifetime transactions, with no recorded active DAO proposals or governance forum activity.
Evaluation of the project reveals several material transparency and security risks. Neither the token smart contracts nor any associated zero-knowledge circuits have published audits from recognized security firms. Furthermore, there is an absence of verifiable documentation regarding the founding team, development activity, and tokenomics schedules, compounded by namespace ambiguity involving other entities using the ZKML ticker.