Top AI Crypto List Based on Development Activity
2026-02-23
The latest data from blockchain analytics platform Santiment as of February 21, 2026 places Chainlink (LINK), Internet Computer (ICP), and NEAR Protocol as the three AI and Big Data crypto projects with the highest development activity in the last 30 days.
This trend reflects a broader shift in the crypto sector, where the focus is shifting from speculation to real utility, with decentralized infrastructure projects for computing, storage, and data indexing leading the GitHub activity charts.
For investors and traders, developer activity data is one of the most reliable fundamental signals for assessing which projects are truly actively developing, rather than simply chasing market hype.
Key Takeaways
Santiment measures developer activity not by the raw number of commits, but by meaningful GitHub events such as real code changes, infrastructure updates, and feature additions, by automatically filtering out noise and cosmetic commits.
As of February 2026, Chainlink leads the AI and Big Data rankings with a score of 261.03, followed by Internet Computer (235.5) and NEAR Protocol (134.47), with a significant gap between the fourth and bottom positions.
High developer activity is not necessarily directly reflected in short-term prices, but has historically correlated with new feature launches, ecosystem growth, and increased adoption, which have the potential to drive prices in the medium to long term.
What Is Developer Activity and Why Is It Important?
Developer activity is a metric that measures how actively the team behind a crypto project is working on its code in public repositories like GitHub.
Santiment notes that strong and consistent developer activity can be a signal that the project is actively under development and is unlikely to be abandoned by its development team.
Unlike market metrics like trading volume or market cap, which are easily manipulated by short-term sentiment, developer activity moves much more slowly and reflects long-term commitment.
This is data that cannot be easily falsified because every commit, pull request, and infrastructure change is publicly recorded and verified.
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Santiment's Top 10 Crypto AI Projects (February 21, 2026)
Based on Notable GitHub Activity data from Santiment, here is the latest ranking of the top 10 AI and Big Data projects based on development activity in the last 30 days:
Chainlink (LINK) - score 261.03, up from previous position
Internet Computer (ICP) - score 235.5, moved up a rank
NEAR Protocol (NEAR) - score 134.47, moved up the rankings, reaching third place
Filecoin (FIL) - score 36.93, down from the previous month's peak
Livepeer (LPT) - score 33.07, moved up in the rankings
The Graph (GRT) - score 23.13, moving up the rankings
Bittensor (TAO) - 18.57 score, upgraded
Qubic (QUBIC) - score 17.33, stable in position
Flux (FLUX) - score 17.2, unchanged position
Injective (INJ) - score 16.17, moved up the rankings with a price increase of 15.61% in one day
It's worth noting that this ranking differs from January 2026 data, where Filecoin held the top spot with a score of 349.9. This shift demonstrates how dynamic the development landscape in the AI blockchain sector is from month to month.
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Top Projects Analysis
Chainlink (LINK) maintains its position as the king of decentralized oracles while also seizing the top spot in developer activity.
Chainlink's 2026 roadmap focuses on expanding its cross-chain infrastructure and deepening its integration into institutional finance, shifting from being a DeFi oracle to becoming a fundamental coordination layer for the tokenized global economy.
LINK's current price is around $8.94 with a market cap of $6.33 billion, and it has recorded over $12 million in inflows through ETP products throughout early 2026 despite overall market outflows.
Internet Computer (ICP)in second place with a score of 235.5 is a project that positions itself as a blockchain alternative to centralized cloud providers.
ICP allows developers to host applications entirely on-chain and has expanded its capabilities to on-chain AI computing, making it one of the strongest candidates for long-term decentralized AI infrastructure.
ICP's current price is at $2.25 with a market cap of $1.23 billion and a 5.29% increase in 24 hours.
NEAR Protocol entered the third position with a score of 134.47, well above the fourth-placed Filecoin.
NEAR is known for its sharding approach to scalability and is actively developing AI capabilities within its ecosystem. This third-place position represents a significant jump, reflecting the intensification of engineering activity within the NEAR team in recent weeks.
Filecoin (FIL) experienced a decline in position from the peak in January to fourth place in February, although its absolute score was still quite high at 36.93.
Filecoin's position reflects its role as a decentralized storage infrastructure, where AI and Big Data applications rely heavily on large-scale data availability, persistence, and efficient retrieval capabilities.
Medium-Term Projects to Monitor
Livepeer (LPT) in fifth place with a score of 33.07 is a decentralized video streaming network that is increasingly integrating AI capabilities for content processing.
Livepeer leverages AI-based video streaming innovation, while The Graph in sixth place continues to efficiently index blockchain data as an irreplaceable crypto data infrastructure.
Bittensor (TAO) in seventh place with a price of $182.28 and a market cap of $1.94 billion is the only project on this list that explicitly focuses on decentralized machine learning.
Its presence in the top 10 indicates that peer-to-peer AI networks are increasingly receiving serious attention from the developer community.
Injective (INJ)in tenth place recorded the highest price increase in 24 hours among all tokens on this list, namely 15.61%, making it an attractive candidate for short-term traders.
Patterns Investors Need to Pay Attention to
Santiment data shows that the gap between the top three (LINK, ICP, NEAR) and the bottom four is significant, indicating that core blockchain AI development activity is concentrated in just a handful of large ecosystems, while projects outside the top three operate on a much smaller scale.
This concentration pattern has important implications for investors: ecosystems with high developer activity tend to be more resilient to bear markets because their teams are actively building even when prices are falling.
However, developer activity data should be combined with other on-chain analysis such as the number of active wallets, transaction volume, and growth in total value locked before being used as the basis for investment decisions.
FAQ
What is developer activity in the context of crypto?
Developer activity measures how actively a crypto project's team is working on its code in public repositories like GitHub. Santiment only counts meaningful GitHub events like actual code changes and infrastructure updates, not cosmetic commits or formality activities.
Why is developer activity important for evaluating crypto projects?
Developer activity is a fundamental signal that's difficult to manipulate, unlike trading volume or price, which can fluctuate due to short-term sentiment. Projects with high and consistent development activity tend to be more committed to development and are less likely to be abandoned by their teams.
Who leads the crypto AI rankings based on recent developer activity?
As of February 2026, the top three are Chainlink with a score of 261.03, followed by Internet Computer with a score of 235.5, and NEAR Protocol with a score of 134.47, with a significant gap between them and the bottom four.
Does high developer activity mean the token price will rise?
Not directly. Developer activity correlates with new feature launches and long-term ecosystem growth, but doesn't necessarily impact short-term prices. It's best to combine this data with other on-chain analysis before making investment decisions.
Where can I monitor real-time developer activity data for crypto projects?
Developer activity data can be monitored through the Santiment analytics platform at app.santiment.net, which provides Notable GitHub Activity metrics for hundreds of crypto projects on a regular basis.
Disclaimer: The views expressed belong exclusively to the author and do not reflect the views of this platform. This platform and its affiliates disclaim any responsibility for the accuracy or suitability of the information provided. It is for informational purposes only and not intended as financial or investment advice.
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