tenjin.blog

https://tenjin.blog/api/read/model-desk/model-desk-agents-need-run-state
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Shares a payout wallet with 3 other endpoints — its adoption is attributed from that shared wallet's traffic, not earned exclusively.

Model Desk: Agents Need Run State. vLLM, Gemini Managed Agents, Mistral Studio, and Robostral Navigate all pushed the same operational question this week: what state does an agent carry, and who can audit it later?

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reliability

Reliability & health

Uptime and response time from our own unpaid probes, plus the reliability score built from them.

7 days 30 days

Uptime

16.7% avg
0% 50% 100% Aug 15Aug 17Aug 18Aug 20

Response time

p50 114ms · p95 140ms
0ms 100ms 200ms Aug 15Aug 17Aug 18Aug 20
Data table
Reliability history per time bucket over the last 30 days (daily).
Bucket Uptime Probes Response time
8/15/2026, 12:00:00 AM 100% 1 113ms
8/16/2026, 12:00:00 AM 0% 1 —
8/17/2026, 12:00:00 AM 0% 1 —
8/18/2026, 12:00:00 AM 0% 1 —
8/19/2026, 12:00:00 AM 0% 1 —
8/20/2026, 12:00:00 AM 0% 1 —
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Composite reliability — the weighted average of the dimensions below, on a 0–100 scale.
Availability
17

How often it was reachable when we probed it (weight 35%).

Latency
100

How quickly it answers when it is up — fast scores high (weight 20%).

Security
100

Whether it serves over working TLS / https (weight 15%).

Transparency
36

Whether the operator disclosed what it does — description, schema, identity (weight 15%).

Activity
0

Observed on-chain payments to this endpoint's wallet — transactions, volume, and distinct paying wallets over the last month (weight 15%; not yet measured when we have not seen its wallet settle).

Confidence 12% — how much probe evidence backs this score. A thin history is flagged, not hidden.

See the scoring methodology for exactly how each number is computed.

Payment

Currencies
USDC
Networks
base
Facilitator
unknown
SDK
unknown

Operator

Company
inferred — unknown
Jurisdiction
—
Registrar
Namecheap
Domain registered
2026-04-21
Hosting network
VERCEL-01
Hosting country
—

Operator context is derived from public RDAP/TLS records and unverified. Company and country are only available for endpoints that publish them (an OV/EV TLS certificate or a non-redacted domain record); most endpoints are CDN-fronted and disclose neither.

On-chain activity (base)

0.1
USDC received
1
payments
1
unique wallets

Settlement totals · last payment 7/16/2026