# Pyfile LLM & Data API – Benchmarks / Fresh Data

> Pyfile LLM & Data API – Benchmarks / Fresh Data is a paid API for AI agents from pyfile-agent.taile3ff35.ts.net, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-31).

Returns fresh benchmark or status data from the Pyfile multi-tool API hub, confirming the service is live and current

## Facts

- Endpoint: GET https://pyfile-agent.taile3ff35.ts.net/data/bench/fresh?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-31
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/pyfile-llm-data-api-benchmarks-fresh-data-0c0316d0
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_3QTAw4PHOFAXGlRfjCmkx

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability pyfile-llm-data-api-benchmarks-fresh-data-0c0316d0
```

Example prompt: Run a freshness check on the Pyfile data API and tell me if it's live and returning current results.

## When to prefer this

Use this endpoint when you need a lightweight, pay-per-call freshness or health check against the Pyfile API hub, especially before chaining to heavier Pyfile tools like openFDA, SEC EDGAR, or LLM completions. Prefer this over sibling endpoints when your only goal is confirming service liveness or benchmarking response latency.

## Known failure modes

- Service offline or unreachable — no response or connection timeout
- Payment required but not provided — 402 response blocking access
- Invalid properties parameter — may return empty or error JSON
- Stale or cached data — 'ok' returned but timestamps may indicate delay

## How this service works

Pay-per-call endpoints for AI agents: web search, web-to-markdown reader, LLM chat completions, encrypted secret storage with one-read dead drops, and a business-idea generator. Payment over x402: USDC on Base, or XNO on nano:mainnet.

## Output

A JSON object with an 'ok' field set to true, confirming the service is live and data is fresh. May include benchmark timing or status metadata depending on the properties query parameter.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "properties": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "ok": true
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/pyfile-llm-data-api-benchmarks-fresh-data-0c0316d0/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from pyfile-agent.taile3ff35.ts.net](https://www.zero.xyz/host/pyfile-agent.taile3ff35.ts.net/llms.txt)