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      Swarms SWARMS Logo

      Swarms SWARMS Social Audit & Trust Score

      $0.006124 1.9%
      Low All Time High
      $0.005517 11% 98.98% $0.6055

      Overview

      Swarms $SWARMS is a platform for creating scalable, production-grade multi-agent applications with advanced tools. More

      OG Score 28.63
      Reviews 6
      Market cap $6.14M
      Market cap Rank #1431

      Market Data & Token Stats

      Fully Diluted Valuation $6.14M
      24H Trading Volume $6.33M
      24H Low / High $0.006124 / $0.006451
      Circulating Supply 999.98M
      Total Supply 999.98M
      Max Supply 1.00B

      Market Health Signals

      Vol / MC Ratio 103.17% Very High
      Circulating Ratio 100.00% Very High

      Key Project Information

      Categories Artificial Intelligence (AI) 5 more
      Founder Kye Gomez
      Website swarms.world Whitepaper
      Socials
      Chains Solana Ecosystem
      Explorer Arkm 2 more
      Contracts Swarms 74SBV....epump

      SWARMS/USD Live Price Chart

      24h 7d 1m All

      $SWARMS Community Sentiment

      Swarms Social Audit & Score Breakdown

      OG Score

      Community based score. Not financial advice.
      OG Score Rank #472/954
      Reviews 6
      Gem Score 11.15

      OGAudit Coin Evaluation Metrics

      Innovation 33 .70
      Innovation Evaluates whether the project introduces a unique and practical solution with clear, verifiable advantages over existing alternatives, and whether the innovation has the potential to deliver measurable real-world impact beyond marketing claims.
      Security 29 .58
      Security Assesses the robustness of smart contract and protocol code security, including the availability, quality, and recency of audit reports. Beyond code, it evaluates overall project legitimacy by analyzing centralization risks, liquidity locks, and the likelihood of malicious behavior such as rug pulls.
      Community 27 .87
      Community Measures how actively the team engages and informs its community and whether governance decisions are transparent and involve on-chain voting. It also assesses whether growth is driven by genuine user interest and product adoption, rather than hype, or bot-driven activity.
      Tokenomics 28 .84
      Tokenomics Assesses the token's utility, distribution, and economic sustainability. It evaluates the project's revenue model, value accrual for holders, and market health metrics such as liquidity depth, volume, and the protocol TVL (Total Value Locked).
      Team 28 .28
      Team Evaluates the experience and credibility of the team. It also assesses partners and backers, examining whether they can meaningfully support long-term development and whether the team has sufficient resources to execute its roadmap.
      Roadmap 24 .82
      Roadmap Assesses the transparency and clarity of the project’s strategic roadmap. It goes beyond stated milestones by cross-referencing them with actual developer activity and releases to evaluate consistent delivery, real impact, and alignment with evolving market conditions.
      How is this score calculated? [Coin Rating Methodology]

      Swarms (swarms) Verified Crypto OG Reviews

      Is Swarms safe or a scam? Read verified Crypto OG reviews about Swarms

      Only Verified Crypto OGs Can Rate and Review
      JawadWeb3
      JawadWeb3 25 Jun 2026 - 11:21 0xFd6...A6fc2
      OG Score 18.28

      Swarms has already reached a point where token supply is no longer the main variable, most of the supply is already in circulation, which means future performance depends far more on whether the ecosystem can keep attracting users and builders than on token unlock schedules.
      What interests me more is how much of the project's value now depends on execution, in many early stage crypto projects, tokenomics dominate the conversation because future unlocks can heavily influence price, Swarms is different, with most supply already available, growth has to come from adoption, product usage, and ecosystem expansion rather than scarcity.
      At the same time, public disputes involving former contributors have created questions around governance and leadership, the market can often absorb technical setbacks, but trust issues tend to take longer to repair because they directly affect builder confidence and ecosystem participation. Recent disputes involving former contributors created uncertainty around project governance and public perception
      Despite that, reports suggest user interest and ecosystem activity have continued to grow. If that trend remains intact, it would indicate that users are valuing the product itself rather than reacting solely to headlines.​​​​​​  user growth reportedly continued despite the controversy. for me, the real test is no longer token supply, it is whether adoption continues growing faster than reputation risk.

      SWARMS $0.006339 Gem Score: 6.10
      Faithistics
      Faithistics 26 Apr 2026 - 21:13 0xd12...ca419
      OG Score 20.86

      What worries me with SWARMS is that the community looks louder than the fundamentals as most of the visible traction still leans heavily on speculative AI-agent hype, while verifiable technical depth and transparent builder accountability remain thinner than the marketcap.

      SWARMS $0.01863 Gem Score: 9.00
      aabashweb3
      aabashweb3 16 Mar 2026 - 09:29 0x8d3...061b3
      OG Score 12.50

      The community's glued to Swarms team imploding live. I feel the trust vanish as accusations of fraud and lies fly between them. Pump energy is gone, leaving straight poison. This one looks cooked from the outside. Avoid it. https://www.chaincatcher.com/en/article/2161139 https://www.coingabbar.com/en/crypto-currency-news/swarms-ssi-fun-project-launch-fraud-dispute-songshu-ex-leader#:~:text=On%20September%2010%2C%202025%2C%20the%C2%A0official,defrauding%20investors%20during%20the%20launch https://cryptonews.com/exclusives/swarms-grows-by-5000-but-scam-concerns-persist-why/#:~:text=competition%20from%20platforms%20like%20Virtual,player%20in%20launching%20AI%20agents

      SWARMS $0.007126 Gem Score: 1.00
      Decypher
      Decypher 10 Jan 2026 - 20:48 0xd59...b2708
      OG Score 42.43

      Build speed really stands out here. The team ships fixes and new tools almost daily, which keeps things stable even for large agent setups. The mobile waitlist filled fast, showing real interest, and the marketplace is starting to see actual trades. Price action is slow in this noisy AI agent space, but the steady grind is building real strength. 🔥 I love the innovation here Active team outruns the pack, low entry tempts heavy here .

      SWARMS $0.01427 Gem Score: 19.70
      HumbleApe
      HumbleApe 28 Feb 2025 - 16:26 0x89d...57dc0
      OG Score 36.47

      I think Swarms's focus on decentralized storage and computing power distribution has potential in the Web3 space.

      SWARMS $0.06308 Gem Score: 15.10
      CryptoGeek
      CryptoGeek 8 Feb 2025 - 15:39 0x015...c7f8e
      OG Score 41.22

      Swarms is about creating a decentralized data marketplace. I think Its concept is forward-thinking for data privacy and monetization.

      SWARMS $0.05261 Gem Score: 16.00

      $swarms Markets

      Name Pair OG Score

      About Swarms

      Swarms $SWARMS is an innovative platform designed to enable the creation of production-grade multi-agent applications. By combining cutting-edge tools and frameworks, Swarms $SWARMS focuses on enhancing collaboration among agents to solve complex tasks efficiently and effectively. The core vision of the project revolves around empowering developers, researchers and businesses to leverage multi-agent architecture at scale.

      Key Features and Use Cases

      1. Swarms Python Framework

      The Swarms $SWARMS Python-based framework serves as the foundation for building and managing multi-agent applications. It provides the necessary tools for users to create, deploy and optimize agents quickly.

      2. Flexible Agent Architectures

      Swarms $SWARMS offers a variety of agent architectures, including Majority Voting, Round Robin and Task Queue Swarm. These architectures can be tailored to fit specific business or research needs.

      3. Memory Systems Integration

      The platform integrates advanced memory systems such as ChromaDB, Pinecone and Faiss. This enables long-term memory capabilities, enhancing agent performance through better data storage and retrieval.

      4. Tools and Third-Party Integrations

      Swarms $SWARMS features tools for integrating external agents like Griptape and LangChain. It also supports APIs for platforms such as CoinGecko, making it suitable for blockchain and financial analytics.

      5. Marketplace and API

      The Swarms $SWARMS marketplace enables users to discover, share and implement pre-built agents and tools. The platform’s APIs facilitate seamless interaction between agents and external systems.

      6. Cloud Deployment

      The project provides a Swarms Cloud API, simplifying the deployment of applications on platforms like Google Cloud Run. This feature ensures scalability and ease of use for enterprise-grade solutions.

      Use Cases

      Business Optimization: Automating workflows through multi-agent collaboration.

      Data Processing: Using memory systems and advanced architectures for large-scale data analysis.

      Blockchain and Finance: Agents integrated with CoinGecko for crypto market insights.

      Social Media Management: Tools like Twitter agents for managing and analyzing social platforms.

      Custom Applications: Developers can create and deploy tailor-made agents for specific tasks.


      Conclusion

      Swarms $SWARMS stands as a powerful solution for multi-agent systems, bridging the gap between research and production-ready applications. From its robust framework to its expansive ecosystem, the platform offers a comprehensive toolkit for addressing complex challenges in diverse domains.

      What is unique about Swarms (SWARMS)?

      Swarms $SWARMS stands out for its production-grade multi-agent applications, flexible agent architectures and integration with advanced memory systems like ChromaDB and Pinecone, making it ideal for scalable and efficient task management.

      Who are the founders of Swarms (SWARMS)?

      The founder of Swarms $SWARMS is Kye Gomez.

      Where can I buy Swarms (SWARMS)?

       Kraken, Gate.io, MEXC, BingXBitunix

      Information in this section carefully collected and curated from publicly available data from official sources, including the Swarms Official Website, Swarms Whitepaper, Swarms GitHub Repository and Swarms X (Twitter) Account.

      The information presented on this page is created and published by the OGAudit Editorial Team for educational and informational purposes. It should NOT be construed as an endorsement, or as legal, or investment advice. If you believe any content on this page is outdated or incorrect, please feel free to contact us for updates and corrections.

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