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Api Endpoint

Provider Reliability Verdict

Provider Reliability Verdict. One paid call ranks the frontier AI providers TensorFeed actively probes by measured operational reliability, fusing availability (ok rate) and tail consistency (p50 over p95) from its own latency probes into a single dependability ranking. Returns the most dependable and riskiest providers, the full per-provider ranking (availability, p50/p95/p99, spread ratio, score), and an AFTA-signed receipt. The thesis: an agent retry loop feels the tail, not the median. The "which provider can I depend on right now" call.

Open interactive test console

Offering

Provider
tensorfeed.ai
Method
GET
Offering type
Api Endpoint
Transport type
http
Category
Performance
Delivery
Not provided
Pricing model
Not provided
x402 version
2

Endpoint context

URL
https://tensorfeed.ai/api/premium/provider-reliability-verdict
MIME type
application/json
First seen
2026-10-16T01:59:37.852Z
Last seen
Tags
None supplied

Website

Payment pricing

x402 payment terms are the authoritative price for calling this endpoint.

Payment option 1
0.02 USDC
Atomic price: 20000 · Network: eip155:8453 · Asset: USDC · Scheme: exact
Payment option 2
0.02 USDC
Atomic price: 20000 · Network: solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp · Asset: USDC · Scheme: exact
Raw x402 terms
[
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "20000",
    "payTo": "0x549c82e6bfc54bdae9a2073744cbc2af5d1fc6d1"
  },
  {
    "scheme": "exact",
    "network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
    "asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
    "amount": "20000",
    "payTo": "B8uYDm3snMCAUwt6NWTV3u7akcmd1AWzCXKQ1dDKWcFJ"
  }
]

Observed health

Status
Healthy
Latest latency
254 ms
Average latency
779 ms
HTTP status
402
Last checked
Reachability
100% over 14 checks

Latency is measured to the first response headers. A reachable result does not verify response accuracy or merchant identity.

Input schema

{
  "type": "http",
  "method": "GET"
}

Output schema

{
  "type": "json",
  "example": {
    "ok": true,
    "billing": {
      "credits_charged": 1,
      "credits_remaining": 49
    },
    "ranking": [
      {
        "note": "measured availability 99 percent, p50 500 ms, p95 900 ms, p95 over p50 spread 1.8x",
        "rank": 1,
        "ok_pct": 0.99,
        "measured": true,
        "provider": "anthropic",
        "spread_ratio": 1.8,
        "total_p50_ms": 500,
        "total_p95_ms": 900,
        "total_p99_ms": 1400,
        "reliability_score": 0.7728
      }
    ],
    "verdict": {
      "riskiest": "deepseek",
      "most_dependable": "anthropic"
    },
    "coverage": {
      "fully_measured": 3,
      "providers_ranked": 3,
      "availability_only": 0
    },
    "capturedAt": "2026-05-29T11:55:00Z",
    "window_label": "last_24h"
  }
}