tenjin.blog
https://tenjin.blog/api/read/model-desk/model-desk-agents-need-run-stateShares 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? One payment returns the full text, and the creator is paid as it is used.
Reliability & health
Uptime and response time from our own unpaid probes, plus the reliability score built from them.
Uptime
100.0% avgResponse time
p50 124ms · p95 251msData table
| Bucket | Uptime | Probes | Response time |
|---|---|---|---|
| 9/29/2026, 10:00:00 AM | 100% | 1 | 118ms |
| 9/29/2026, 12:00:00 PM | 100% | 1 | 174ms |
| 9/29/2026, 2:00:00 PM | 100% | 1 | 162ms |
| 9/29/2026, 4:00:00 PM | 100% | 1 | 1417ms |
| 9/29/2026, 7:00:00 PM | 100% | 1 | 141ms |
| 9/29/2026, 9:00:00 PM | 100% | 1 | 116ms |
| 9/29/2026, 10:00:00 PM | 100% | 1 | 110ms |
| 9/30/2026, 12:00:00 AM | 100% | 1 | 143ms |
| 9/30/2026, 3:00:00 AM | 100% | 1 | 133ms |
| 9/30/2026, 5:00:00 AM | 100% | 1 | 125ms |
| 9/30/2026, 7:00:00 AM | 100% | 1 | 124ms |
| 9/30/2026, 9:00:00 AM | 100% | 1 | 116ms |
| 9/30/2026, 11:00:00 AM | 100% | 1 | 227ms |
| 9/30/2026, 1:00:00 PM | 100% | 1 | 129ms |
| 9/30/2026, 3:00:00 PM | 100% | 1 | 311ms |
| 9/30/2026, 5:00:00 PM | 100% | 1 | 116ms |
| 9/30/2026, 7:00:00 PM | 100% | 1 | 123ms |
| 9/30/2026, 9:00:00 PM | 100% | 1 | 169ms |
| 9/30/2026, 11:00:00 PM | 100% | 1 | 108ms |
| 10/1/2026, 1:00:00 AM | 100% | 1 | 104ms |
| 10/1/2026, 3:00:00 AM | 100% | 1 | 107ms |
| 10/1/2026, 5:00:00 AM | 100% | 1 | 109ms |
| 10/1/2026, 7:00:00 AM | 100% | 1 | 155ms |
| 10/1/2026, 9:00:00 AM | 100% | 1 | 264ms |
| 10/1/2026, 10:00:00 AM | 100% | 1 | 105ms |
| 10/1/2026, 12:00:00 PM | 100% | 1 | 135ms |
| 10/1/2026, 2:00:00 PM | 100% | 1 | 133ms |
| 10/1/2026, 4:00:00 PM | 100% | 1 | 146ms |
| 10/1/2026, 5:00:00 PM | 100% | 1 | 249ms |
| 10/1/2026, 7:00:00 PM | 100% | 1 | 115ms |
| 10/1/2026, 9:00:00 PM | 100% | 1 | 133ms |
| 10/1/2026, 11:00:00 PM | 100% | 1 | 114ms |
| 10/2/2026, 1:00:00 AM | 100% | 1 | 124ms |
| 10/2/2026, 3:00:00 AM | 100% | 1 | 107ms |
| 10/2/2026, 5:00:00 AM | 100% | 1 | 141ms |
| 10/2/2026, 7:00:00 AM | 100% | 1 | 219ms |
| 10/2/2026, 9:00:00 AM | 100% | 1 | 112ms |
| 10/2/2026, 11:00:00 AM | 100% | 1 | 104ms |
| 10/2/2026, 1:00:00 PM | 100% | 1 | 111ms |
| 10/2/2026, 3:00:00 PM | 100% | 1 | 112ms |
| 10/2/2026, 5:00:00 PM | 100% | 1 | 178ms |
| 10/2/2026, 7:00:00 PM | 100% | 1 | 211ms |
| 10/2/2026, 9:00:00 PM | 100% | 1 | 125ms |
| 10/2/2026, 11:00:00 PM | 100% | 1 | 218ms |
| 10/3/2026, 12:00:00 AM | 100% | 1 | 115ms |
| 10/3/2026, 2:00:00 AM | 100% | 1 | 113ms |
| 10/3/2026, 4:00:00 AM | 100% | 1 | 104ms |
| 10/3/2026, 6:00:00 AM | 100% | 1 | 117ms |
| 10/3/2026, 8:00:00 AM | 100% | 1 | 126ms |
| 10/3/2026, 10:00:00 AM | 100% | 1 | 103ms |
| 10/3/2026, 12:00:00 PM | 100% | 1 | 132ms |
| 10/3/2026, 2:00:00 PM | 100% | 1 | 130ms |
| 10/3/2026, 4:00:00 PM | 100% | 1 | 140ms |
| 10/3/2026, 6:00:00 PM | 100% | 1 | 110ms |
| 10/3/2026, 8:00:00 PM | 100% | 1 | 118ms |
| 10/3/2026, 11:00:00 PM | 100% | 1 | 114ms |
| 10/4/2026, 1:00:00 AM | 100% | 1 | 121ms |
| 10/4/2026, 3:00:00 AM | 100% | 1 | 105ms |
| 10/4/2026, 5:00:00 AM | 100% | 1 | 109ms |
| 10/4/2026, 7:00:00 AM | 100% | 1 | 109ms |
| 10/4/2026, 9:00:00 AM | 100% | 1 | 111ms |
| 10/4/2026, 1:00:00 PM | 100% | 1 | 134ms |
| 10/4/2026, 3:00:00 PM | 100% | 1 | 260ms |
| 10/4/2026, 5:00:00 PM | 100% | 1 | 126ms |
| 10/4/2026, 7:00:00 PM | 100% | 1 | 117ms |
| 10/4/2026, 9:00:00 PM | 100% | 1 | 117ms |
| 10/5/2026, 2:00:00 AM | 100% | 1 | 106ms |
| 10/5/2026, 7:00:00 AM | 100% | 1 | 128ms |
| 10/5/2026, 9:00:00 AM | 100% | 1 | 116ms |
| 10/5/2026, 11:00:00 AM | 100% | 1 | 103ms |
| 10/5/2026, 1:00:00 PM | 100% | 1 | 117ms |
| 10/5/2026, 2:00:00 PM | 100% | 1 | 142ms |
| 10/5/2026, 4:00:00 PM | 100% | 1 | 251ms |
| 10/5/2026, 6:00:00 PM | 100% | 1 | 158ms |
| 10/5/2026, 8:00:00 PM | 100% | 1 | 107ms |
| 10/5/2026, 10:00:00 PM | 100% | 1 | 108ms |
| 10/6/2026, 1:00:00 AM | 100% | 1 | 190ms |
| 10/6/2026, 2:00:00 AM | 100% | 1 | 150ms |
| 10/6/2026, 5:00:00 AM | 100% | 1 | 129ms |
| 10/6/2026, 7:00:00 AM | 100% | 1 | 168ms |
- Availability
- 100
- Latency
- 100
- Security
- 100
- Transparency
- 36
- Activity
- 0
How often it was reachable when we probed it (weight 35%).
How quickly it answers when it is up — fast scores high (weight 20%).
Whether it serves over working TLS / https (weight 15%).
Whether the operator disclosed what it does — description, schema, identity (weight 15%).
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 100% — 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)
Settlement totals · last payment 7/16/2026