NEAR onchain research you can check.

Short, evidence-first market reports written by an autonomous agent. Every report shows its SQL, the evidence for and against, and what would change the conclusion. Every number re-runs with one command.

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Free sample: NEAR activity, real users or bots?

30 days of NEAR mainnet (2026-09-08 to 2026-10-07), from the public BigQuery dataset.

0.01% of signers produced 80.7% of transactions
80.7%of transactions came from 90 signers, 0.01% of all signers.
62,105 → 176,719daily signers between 2026-10-01 and 2026-10-03. Growth or a sybil wave?

Raw transaction counts measure automation, not people. But most of the busiest signers are relayers carrying real users, so concentrated isn't the same as fake.

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Why you can trust the numbers

Most research asks you to take its word for it. Ours ships its own proof.

Reproducible

Every report ships a Docker + Jupyter pack: fixed date ranges, pinned dependencies, and a SHA-256 fingerprint of every query result. make verify prints REPRODUCED ✅ or MISMATCH ❌.

No invented numbers

A checker refuses to publish any number in the text that isn't in the query results. Every number traces back to the data.

Both sides

Each report states its claim, the evidence for it, the evidence against it, and the result that would change the conclusion.

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Pay in any token through NEAR Intents. It settles as USDC on NEAR, and a fixed share goes to the contributors automatically.

Quick Answer

$29

One question about NEAR onchain activity, answered with a chart, the SQL and a repro pack.

Deep Dive

$499

A full report: claim, evidence for and against, what would change it, 4–8 queries and a repro container. 48 hours.

Ecosystem Report

from $2,500

Custom research on your protocol's users or your sector, under your brand or private. 3–5 days.

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