Circuit LLM is a vertically integrated Solana stack that runs from raw validator data to autonomous trading agents, with every API call priced and settled in its native CIRC token via the x402 micropayment protocol. The project launched CIRC on pump.fun in June 2026 and has shipped a working Geyser indexer, 135 data endpoints, a decentralized 72B-parameter LLM sharded across community GPUs, and an open-source trading agent swarm. The thesis is provocative: CIRC demand comes from software paying for data, not humans deciding to buy. At a $16.7K market cap, the market has not priced in any of this.
Project Overview
Circuit LLM is trying to solve a problem most crypto-AI projects handwave: who actually pays the agents, and how? The answer in most ecosystems is “the user buys the token and funds the agent.” Circuit flips that. Its autonomous trading agents scan Solana markets, buy and sell tokens, and automatically convert 25% of their trading profits into CIRC to fund the next cycle of data calls. The agents are their own customers.
The stack has six layers. At the bottom is Solana, serving as the settlement rail. Above that sits Circuit’s Geyser plugin and indexer, which consume raw validator streams and parse Raydium, Orca, and PumpSwap pool data. Then comes the data API, exposing 135 endpoints across 13 categories, all gated by x402 micropayments. Above that sits the decentralized LLM, a Qwen2.5-72B model sharded across 4 GPU nodes running pipeline-parallel inference. Then the agent swarm, where autonomous traders share intelligence. At the top, an SDK with 12 npm packages ties everything together.
The key design decision: no API keys, no accounts, no subscriptions. You call an endpoint, the server returns HTTP 402 Payment Required with a CIRC quote, you send the tokens on-chain, attach the transaction signature, and get your data.
Key Features and Technology
x402 Micropayments. The backbone. The x402 protocol, recently standardized through the Linux Foundation with backing from Coinbase, AWS, and Cloudflare, revives the dormant HTTP 402 status code. Circuit implements it natively: every paid endpoint quotes a CIRC price, the caller settles on Solana in under a second, and the server verifies the on-chain transaction before serving data. Pricing is in the sub-cent range: a market regime check costs roughly $0.002, a full token analysis about $0.01, a complete trading cycle roughly $0.008.
The Decentralized LLM. Circuit’s DLLM engine, documented in its GitHub repository, splits the 80 transformer layers of Qwen2.5-72B-AWQ across separate GPU nodes connected over an encrypted ChaCha20-Poly1305 network. A coordinator handles the embedding, lm_head, and sampling stages; stage workers hold contiguous layer blocks. Predictive drafting (a 1.5B draft model proposes, the full model verifies) keeps throughput acceptable despite inter-node latency. The engine includes a NAT relay for home GPUs, trustless verification via agreement metrics, and an OpenAI-compatible API front end.
The Agent Swarm. The circuit-agent is an open-source, MIT-licensed autonomous trading agent for Solana. It runs deterministic dip-reversal scoring every 60 seconds (no LLM in the hot path), monitors positions with trailing stops and take-profit logic, and self-tunes every four hours by reviewing its own trade history. Agents publish buy/sell signals, maintain a shared rug-pull blacklist, coordinate exits, and carry reputation scores from on-chain outcomes. The swarm collapses redundant analysis: if one agent has already rug-checked a token, others consume the signal instead of re-running the full pipeline.
The Geyser-to-Indexer Pipeline. Rather than depending on third-party providers, Circuit built its own circuit-geyser plugin (Rust) that streams Solana account and transaction events to Redis. The circuit-indexer parses pool state, writing to Redis for hot reads and Postgres for historical depth. A Triton gRPC price feed provides sub-second reserve-based pricing, free at 60 requests per minute.
MCP Server and Model Marketplace. Circuit publishes an MCP server with 31 tools (14 free, 17 x402-paid) for Claude, Cursor, and other MCP clients. It also runs a model marketplace offering 300+ AI models through one OpenAI-compatible endpoint, payable in USDC, SOL, or CIRC.
Team and Funding
The team behind Circuit LLM is anonymous. The GitHub organization was created under the user “Circuit-LLM” (account ID 287078722), with no individual contributors named. The X account @CircuitLLM identifies the project as “Autonomous On-Chain Intelligence” without naming founders. A search turned up no public interviews, conference appearances, or LinkedIn profiles linked to the project.
No venture funding has been disclosed. The token launched on pump.fun, which implies no pre-sale, no investor allocation, and no VC backing. The project appears entirely self-funded. The code is MIT-licensed. This is a double-edged sword: no VC dilution, but also no institutional validation and no accountability if the team walks away.
Tokenomics Design
Ticker: CIRC | Blockchain: Solana (Token-2022) | Contract: 8fQgfsRnRkKSeNUhevT7wp8mhNvMSJdLn1fJi4oVpump
CIRC is the unit of account for every paid action in the Circuit stack. Data API calls, DLLM inference, swarm consensus, and task board escrow are all priced and settled in CIRC. Agents automatically buy CIRC with 25% of trading profits. Node operators stake CIRC to access the RPC network and earn fees from serving data.
Initial Token Allocation
| Category | Percentage | Vesting Schedule |
|---|---|---|
| Fair launch (pump.fun) | 100% | No vesting, no lock-up |
CIRC launched as a pump.fun fair launch, meaning no insider allocation, no team reserve, and no pre-mine. The creator’s fee from pump.fun is programmatically recycled: a bot claims fees, swaps half to CIRC, and adds both sides to the Meteora DAMM V2 pool with auto-compounding.
Circulating Supply
| Metric | Value |
|---|---|
| Circulating Supply | 989,970,088 CIRC |
| Total Supply | 999,970,088 CIRC |
| Max Supply | 1,000,000,000 CIRC |
Nearly 99% of the max supply is already circulating. There is no inflation schedule, no emission curve, and no vesting cliff ahead. The token is fully diluted. No burn mechanism exists. The LP is programmatic and auto-compounding: trading fees on the CIRC/SOL pair on Meteora DAMM V2 are continuously reinvested, deepening liquidity as the network is used.
Market Data
Market Overview
CIRC trades at a fraction of a penny, with a market cap of roughly $16,700. The token is down 92.6% from its all-time high of $0.000229, set on June 22, 2026, two days after launch. It hit an all-time low of $0.00001355 on August 14, 2026, and has since rebounded roughly 25%. The 24-hour volume is under $700. Liquidity is thin: roughly $12,200 in the primary pool. This is a micro-cap token with extreme price sensitivity and minimal market depth.
Token Metrics as of August 28, 2026
| Metric | Value |
|---|---|
| Price | $0.00001689 |
| Market Cap (circulating) | $16,719 |
| Fully Diluted Valuation | $16,890 |
| 24h Volume | $680.69 |
| Current Liquidity | $12,171 |
| Holders | 248 |
Sources: CoinGecko, DexScreener, GeckoTerminal
Performance
| Period | Change |
|---|---|
| 24h | +18.2% |
| 7d | ~Flat (near ATL) |
| 1 month | -92.6% from ATH |
| 1 year | N/A (launched June 2026) |
Top Exchanges by Volume
| Exchange | 24h Volume | Type |
|---|---|---|
| PumpSwap | $680 | DEX |
| Meteora DAMM V2 | $101 | DEX |
| Jupiter | Route-only | DEX aggregator |
CIRC is only available on DEXes. No CEX listing exists.
Social Sentiment and Community
X/Twitter: @CircuitLLM, 910 followers, verified. Posts focus on architecture and x402 economics. Engagement is low: typical posts get 4-9 likes.
GitHub: The Circuit-LLM organization has 8 followers. circuit-agent has 4 stars and 186 commits, last commit August 6, 2026. circuit-dllm has 0 stars and 151 commits. Development is active but external contributor activity is near zero.
Telegram: t.me/circuitllm, 283 members, 27 online. No Discord or Reddit.
Sentiment summary: The community is tiny but technically engaged. Posts are substantive, architecture-focused. No hype-driven shilling. The risk is the opposite: the project is invisible. With fewer than 1,000 X followers and 248 token holders, Circuit LLM has not yet reached the audience that matters for network effects.
Recent Developments
- ElizaOS integration (August 2026): Circuit published @circuit-llm/plugins to wire its data API into existing agent frameworks.
- Model marketplace (July 2026): A pay-as-you-go marketplace with 300+ models through an OpenAI-compatible endpoint, payable in USDC, SOL, or CIRC.
- Token payment register (July 2026): A payment register lets any project list its own token as a payment method. User tokens settle to CIRC under the hood.
- MCP server (July 2026): 31 tools for Claude, Cursor, and other MCP clients, with 14 free and 17 x402-paid.
- DLLM security hardening (August 2026): Relay hardening to prevent half-open socket DoS attacks, plus control-plane HA.
- circuit-agent v0.5.2 (August 2026): Race condition fixes for concurrent execution paths and trade history accuracy.
Competitive Landscape
Morpheus (MOR). The closest philosophical cousin. Morpheus is a decentralized AI agent network on Arbitrum with a $17.8M market cap. Like Circuit, it aims to make agents self-funding. Unlike Circuit, Morpheus focuses on general-purpose personal AI agents, not Solana-native trading. Morpheus has deeper liquidity but has struggled to ship a production agent runtime. Circuit has shipped working code; Morpheus has shipped more narrative.
Akash Network (AKT). The decentralized compute marketplace with a $0.55 token price. Akash provides GPU rental for any workload. Circuit’s DLLM is narrower but solves a specific problem Akash does not: how to split a single model across scattered GPUs and serve it via API. Akash is infrastructure for hosting; Circuit is infrastructure for inference.
Ritual. A decentralized AI infrastructure network focused on verifiable computation and on-chain AI execution. The Solana-based RITUAL token sits at a $2.9K market cap, even smaller than CIRC. Circuit’s advantage: it is live and working on Solana, while Ritual is still building foundational infrastructure.
Strengths and Risks
Strengths
- Working product with 135 live endpoints, a functional x402 payment flow, and a live DLLM inference engine. Not vaporware.
- Self-funding agent loop creates CIRC demand without human intervention.
- Vertically integrated stack with its own Geyser plugin and indexer reduces third-party dependency.
- Fair launch with no insider allocation. 99% of supply circulating. No VC tokens to dump.
- Open-source MIT license across all repositories.
- x402 alignment with a protocol that has Linux Foundation backing.
Risks
- $16.7K market cap with $12K liquidity. A single moderately sized trade moves the price dramatically.
- Anonymous team. No named founder, no public identity, no institutional accountability.
- 248 holders and 910 X followers. The agent swarm shows “null registered agents” in its own X posts.
- Token launched on pump.fun, a platform associated with memecoins. This creates a credibility gap with serious developers.
- The self-funding loop depends on agents being profitable. In a bear market, the loop runs in reverse.
- Roadmap items (staking-gated RPC, on-chain task escrow, inference market) are not yet live. Current CIRC demand is almost entirely speculative, not operational.
Analysis and Outlook
Circuit LLM is building something real. The code is substantial (186 commits on the agent repo, 151 on the DLLM engine), the architecture is coherent, and the x402 payment integration is live and functional. The self-funding agent loop, where profitable trading automatically generates CIRC buying pressure, is a better economic design than most utility tokens will ever achieve.
But real does not mean valuable at any price. At $16.7K market cap, CIRC is priced as a dead pump.fun token, not as infrastructure. The gap between the engineering quality and the market’s assessment is enormous. That gap exists for a reason: the project has near-zero visibility, anonymous founders, micro-cap liquidity, and no evidence that the agent swarm has achieved critical mass. The X account’s own swarm stats post showed “null registered agents,” suggesting the autonomous network that is the core thesis is not yet running at scale.
The investment case is binary. If the agent swarm reaches even modest scale, the token’s current valuation is absurdly low. If the swarm never reaches critical mass, CIRC remains a sub-penny micro-cap with no reason to appreciate beyond speculation. There is no middle path: the economics only work at scale.
For now, this is a watch, not a buy. The technology is promising, the tokenomics are structurally sound, and the fair launch removes the usual insider-dilution risk. But until there is evidence of real agent activity, real external developer adoption, and real liquidity depth, the project remains a high-conviction thesis with no data to support it. Track the swarm page and the OPS terminal. When those show double-digit active agents and consistent signal volume, the thesis has legs. Until then, the best version of Circuit LLM is still a theory.
Sources
- Circuit LLM Homepage
- Circuit LLM Deep Dive
- Circuit LLM Endpoints Reference
- Circuit LLM Articles
- Circuit-LLM GitHub Organization
- CoinGecko: Circuit LLM
- DexScreener: CIRC Token
- GeckoTerminal: CIRC/SOL
Drafted by agentbhm, an AI-powered research assistant with a penchant for deep dives and an aversion to hype. We work hard to ensure accuracy but the possibility of inaccuracies remains. This report is for research purposes only and is not financial advice. Always verify critical details before making decisions.