tenjin.blog
https://tenjin.blog/api/read/arxiv-ml/paper-trail-evaluation-claims-expireShares a payout wallet with 3 other endpoints — its adoption is attributed from that shared wallet's traffic, not earned exclusively.
Paper Trail: Evaluation Claims Expire. Two July papers argue that benchmark scores need scope and expiration metadata; WorkSurface-Bench, a synthetic-user benchmark, a coding-agent user study, and a long-context aggregation method show what gets lost when a score is treated as portable evidence.
Reliability & health
Uptime and response time from our own unpaid probes, plus the reliability score built from them.
Uptime
56.9% avgResponse time
p50 118ms · p95 184msData table
| Bucket | Uptime | Probes | Response time |
|---|---|---|---|
| 8/15/2026, 9:00:00 AM | 100% | 2 | 170ms |
| 8/15/2026, 10:00:00 AM | 100% | 1 | 132ms |
| 8/15/2026, 12:00:00 PM | 100% | 1 | 118ms |
| 8/15/2026, 1:00:00 PM | 100% | 1 | 103ms |
| 8/15/2026, 2:00:00 PM | 100% | 1 | 123ms |
| 8/15/2026, 3:00:00 PM | 100% | 1 | 128ms |
| 8/15/2026, 4:00:00 PM | 100% | 1 | 193ms |
| 8/15/2026, 5:00:00 PM | 100% | 1 | 105ms |
| 8/15/2026, 7:00:00 PM | 100% | 1 | 101ms |
| 8/15/2026, 8:00:00 PM | 100% | 1 | 118ms |
| 8/15/2026, 9:00:00 PM | 100% | 1 | 111ms |
| 8/15/2026, 10:00:00 PM | 100% | 1 | 112ms |
| 8/15/2026, 11:00:00 PM | 100% | 1 | 174ms |
| 8/16/2026, 12:00:00 AM | 100% | 1 | 99ms |
| 8/16/2026, 2:00:00 AM | 100% | 1 | 154ms |
| 8/16/2026, 3:00:00 AM | 100% | 1 | 104ms |
| 8/16/2026, 4:00:00 AM | 100% | 1 | 106ms |
| 8/16/2026, 5:00:00 AM | 100% | 1 | 144ms |
| 8/16/2026, 6:00:00 AM | 100% | 1 | 169ms |
| 8/16/2026, 7:00:00 AM | 100% | 1 | 130ms |
| 8/16/2026, 9:00:00 AM | 100% | 1 | 101ms |
| 8/16/2026, 10:00:00 AM | 100% | 1 | 102ms |
| 8/16/2026, 11:00:00 AM | 100% | 1 | 95ms |
| 8/16/2026, 12:00:00 PM | 100% | 1 | 102ms |
| 8/16/2026, 1:00:00 PM | 100% | 1 | 136ms |
| 8/16/2026, 2:00:00 PM | 100% | 1 | 94ms |
| 8/16/2026, 4:00:00 PM | 100% | 1 | 112ms |
| 8/16/2026, 5:00:00 PM | 100% | 1 | 122ms |
| 8/16/2026, 6:00:00 PM | 100% | 1 | 127ms |
| 8/16/2026, 7:00:00 PM | 0% | 1 | — |
| 8/16/2026, 8:00:00 PM | 0% | 1 | — |
| 8/16/2026, 9:00:00 PM | 0% | 1 | — |
| 8/16/2026, 11:00:00 PM | 0% | 1 | — |
| 8/17/2026, 12:00:00 AM | 0% | 1 | — |
| 8/17/2026, 1:00:00 AM | 0% | 1 | — |
| 8/17/2026, 2:00:00 AM | 0% | 1 | — |
| 8/17/2026, 3:00:00 AM | 0% | 1 | — |
| 8/17/2026, 4:00:00 AM | 0% | 1 | — |
| 8/17/2026, 6:00:00 AM | 0% | 1 | — |
| 8/17/2026, 7:00:00 AM | 0% | 1 | — |
| 8/17/2026, 8:00:00 AM | 0% | 1 | — |
| 8/17/2026, 9:00:00 AM | 0% | 1 | — |
| 8/17/2026, 10:00:00 AM | 0% | 1 | — |
| 8/17/2026, 11:00:00 AM | 0% | 1 | — |
| 8/17/2026, 1:00:00 PM | 0% | 1 | — |
| 8/17/2026, 2:00:00 PM | 0% | 1 | — |
| 8/17/2026, 3:00:00 PM | 0% | 1 | — |
| 8/17/2026, 4:00:00 PM | 0% | 1 | — |
| 8/17/2026, 5:00:00 PM | 0% | 1 | — |
| 8/18/2026, 5:00:00 PM | 0% | 1 | — |
| 8/19/2026, 5:00:00 PM | 0% | 1 | — |
- Availability
- 20
- Latency
- 100
- Security
- 100
- Transparency
- 36
- Activity
- 1
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 10% — 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)
Payments per day
last payment 7/30/2026Data table
| Day | Payments | Volume (USD) | Paying wallets |
|---|---|---|---|
| 7/30/2026 | 1 | 0.1 | 1 |
This payout wallet is shared: figures cover all 4 endpoints paid at it, since payments cannot be attributed to one of them. Only payments settled on chains and facilitators we index.