Solana LLM Oracle (SLO)
On-chain oracle letting Solana smart contracts request LLM inference and process results via verified callbacks.
- Sato Score45
- ChainsSolana
Solana LLM Oracle (SLO) is an open-source data tool on Solana, with last code activity on 2026-02-21 (Quiet). Sato Score 45/100 (how open, active and verifiable it is, not a safety grade), as of 2026-10-21. How the score works →
See how to install Solana LLM Oracle (SLO) →Last commit Feb 21, 2026 · ★ 7
Listed from github.com/GauravBurande/solana-llm-oracle on 2026-07-19. Install: failed on 2026-09-14. Evidence →
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Watch Solana LLM Oracle (SLO)
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Claim this listing →Overview
Solana LLM Oracle lets a Solana program request LLM inference asynchronously and consume the result through a verified on-chain callback, with a documented architecture, working example (a DeFi credit-score agent), and both Rust program and TypeScript client code. It's an early-stage, low-adoption project (7 stars, no releases) but has real, functioning code rather than being a stub.
Sato Score
45/100· MediumHow open, active & verifiable — not a safety or returns grade.
- Maintenance & liveness
- 20/35
- Code transparency
- 17/20
- Interface verifiability
- 0/10
- Docs & demo
- 0/10
- Listing transparency & provenance
- 6/15
- Independent verification
- 2/10
Evidence — listed vs checked · what the words mean
Listed from github.com/GauravBurande/solana-llm-oracle on 2026-07-19. Install: failed on 2026-09-14.
| Claim | Value | Evidence | Source | Checked |
|---|---|---|---|---|
| Chains supported | Solana | self-reported | github.com/GauravBurande/solana-llm-oracle | as of 2026-10-21 |
| Verification status | Unverified — not independently reviewed | self-reported | github.com/GauravBurande/solana-llm-oracle | as of 2026-10-21 |
| Recent activity | last commit 2026-02-21 | observed | github.com/GauravBurande/solana-llm-oracle | 2026-10-21 |
| Install works | did not complete at the install stepa measurement of the documented path, often a stale README — not a judgement of the software | observed | raw.githubusercontent.com | 2026-09-14 |
| Website answers | answered (HTTP 200) | observed | github.com/GauravBurande/solana-llm-oracle | 2026-10-21 |
| Daily check record | 89 of 90 daily checks since 2026-07-23 succeededa success rate of our checks, not uptime; the source is this listing's own history | observed | — | 2026-10-20 |
| Sato Score | 45/100 (Medium)how open, active and verifiable — not a safety or quality grade | computed | satohub.ai | 2026-10-21 |
Self-reported rows are the project’s own words, dated when we recorded them — not a check. Only reproduced and reviewed rows carry a mark. None of these rows is a safety or quality rating.
Install — we ran this on Sep 14, 2026 and the install step did not complete — the commands below are the project's own, and they may simply have moved on
Runtime: Rust / Anchor (Solana program crate)
install: install failed: error: could not find `Cargo.toml` in `/app` or any parent directory
ran: mkdir -p /app || exit 1; cd /app || exit 1; cargo add solana-llm-oracle --features cpi
entry: skipped (install failed)
ran: d="$(ls -d /app/*/ 2>/dev/null | head -1)"; { [ -n "$d" ] && cd "$d"; } || cd /app || exit 1; cargo build --quiet
cargo add solana-llm-oracle --features cpi create_chat / create_llm_inference (CPI interface); build: anchor build, anchor test, codama run --all
You supply: Anchor toolchain, off-chain oracle daemon
Read from the project’s own docs as of 2026-09-14. What a deploy spec is →
Observed record — 91 daily checks since 2026-07-23
- Succeeded
- 90
- Failed
- 1
- Their error
- 0
- Unattributed
- 1
State changed on 2026-09-14 (responding → unreachable from our probe), 2026-09-15 (unreachable from our probe → responding).
This is the share of our daily checks that succeeded — not an availability guarantee. A check can fail because the host was down, because our runner timed out, or because the network in between dropped it, and only the first of those is a fact about this project. Failures are split by what we can attribute; anything we cannot attribute is counted, not hidden. 40 of these checks predate 2026-09-01, when the probe counted a bot-block (HTTP 403) as a failure and recorded no reason for any failure. Every one of them passed, so the rate covers them too.
Last 30 days — to 2026-10-21, one point per UTC day
A gap is a day we have no attributable observation — never a zero. Thirty points is the whole shape the free layer carries; the daily rows behind it stay in the snapshot series.
Details
- Chains
- Solana
- Agent types
- On-chain oracle
- Open source
- Yes
- Last checked
- 2026-10-21
Marketplace Signals
No marketplace signals recorded for this resource yet.
Verification status reflects evidence reviewed by Sato Hub. Self-reported claims are never presented as verified.
Where Solana LLM Oracle (SLO) fits
Related concepts: What Are MCPs? The Standard Way to Give Agents Tools, What Are Onchain Agents?
Listing History
Recorded changes to Solana LLM Oracle (SLO)'s listing — status, verification, Sato Score, and recent releases. Full history is kept in the listing record.
- Sep 15, 2026Sato Score tier: Low → MediumScore 31 → 45.
- Sep 14, 2026Sato Score tier: Medium → LowScore 46 → 31.
- Sep 14, 2026Verified: deploy spec
- Jul 24, 2026Sato Hub began tracking this listing
- Jul 19, 2026Listed on Sato Hub
Compared with
Appears in
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Reference
QuestionsWhat people ask about this pageShowHide
Questions people ask about Solana LLM Oracle (SLO)
- Is Solana LLM Oracle (SLO) open source?
- Yes. Solana LLM Oracle (SLO) is open source under the Unknown license; the repository is https://github.com/GauravBurande/solana-llm-oracle. Checked as of 2026-10-21.
- Which chains does Solana LLM Oracle (SLO) support?
- Solana LLM Oracle (SLO) lists support for Solana as of 2026-10-21.
- Is Solana LLM Oracle (SLO) still maintained?
- The most recent code activity Sato Hub observed was on 2026-02-21 (last commit 2026-02-21), which Sato Hub labels "Quiet". Posts on X are not counted as maintenance. Activity is a recency signal, not a quality judgment.
- How do I install or run Solana LLM Oracle (SLO)?
- Rust / Anchor (Solana program crate). Install: cargo add solana-llm-oracle --features cpi. Entry: create_chat / create_llm_inference (CPI interface); build: anchor build, anchor test, codama run --all. This is taken from the project's own documentation and has not been reproduced by Sato Hub.
- Is Solana LLM Oracle (SLO) verified on Sato Hub?
- No independent verification is on record for Solana LLM Oracle (SLO); its verification status is "Unverified" and its Sato Score is 45 of 100. Self-reported is not verified, and the score is not a safety, quality or returns grade.
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Cite this page
Sato Hub. "Solana LLM Oracle (SLO) — Sato Hub." Sato Hub, updated 2026-10-21, accessed 2026-10-21. https://satohub.ai/resources/solana-llm-oracleData last refreshed 2026-10-21; this page is rebuilt daily. Citations carry the date so a reader can tell which snapshot a claim came from. Catalog data is licensed CC-BY-4.0.
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