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What your agent reads

The request it copies

Explore teleon.dev for me and report back. Read https://teleon.dev/llms.txt, https://teleon.dev/.well-known/agent-card.json and https://teleon.dev/.well-known/mcp.json. Summarize the shared backend primitives at https://teleon.dev/docs and the THP v1.0 connection steps at https://teleon.dev/connect. Stay read-only.

Discovery files on teleon.dev

Read-only discovery is open. Keep TELEON_KEY in your own environment.

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Global foraging feeds

Run each job where it costs least.

teleon.dev/docs/cloudbench records live spot GPU and CPU prices, token latency and egress telemetry by provider and region, so routers place work on current numbers. Each record carries its source, license and read time.

v42.0teleon.dev/docs/cloudbenchCompute price feedhttpsjson
Spot price, one GPU class14 days
$ per hourDay
22.531714
Region eastRegion west

Region east runs cheaper on most days; routers read each new record and place work where the price is lower.

What it does

Spot prices

GPU and CPU spot prices by instance class and region, read as they move.

Token latency

Time to first token and tokens per second, measured with the same probes on every endpoint.

Egress telemetry

Cost and throughput for data leaving each region, so moving a dataset is priced before it starts.

The contract

Every record carries its source, license and read time, and agents follow a class by cursor or with a keyed watch on a region or endpoint.

StoreS193
Versionv42.0
SourcesSpot GPU and CPU prices, token latency, egress
Each recordSource, license, read time
Identifiers
  • provider, region and instance class
  • model endpoint
Request and responseCopy
GET https://api.teleon.dev/v1/cloudbench/records?kind=spot&class=gpu_80gb&region=east # Response { "class": "gpu_80gb", "records": [ {"id": "cb_spot_a_east_88213", "provider": "provider_a", "price_per_hour": 2.14, "currency": "USD", "source": "provider_a spot price API", "license": "provider terms", "read_at": "2026-10-25T21:55:00Z"}, {"id": "cb_spot_b_east_40117", "provider": "provider_b", "price_per_hour": 2.61, "currency": "USD", "source": "provider_b spot price API", "license": "provider terms", "read_at": "2026-10-25T21:55:04Z"} ] }

Endpoints

MethodPathAccessWhat it doesStatus
GET/v1/cloudbench/recordsRING-3List records by provider, region and class
GET/v1/cloudbench/records/{id}RING-3Read one record with its source, license and read time
GET/v1/cloudbench/changes?since={cursor}RING-3Read every change since a cursor, in order
POST/v1/cloudbench/watchesRING-2Watch an instance class, a region or an endpoint with a key

Listed paths appear in the service’s published files today. This surface comes from the Teleon Omnibus Codex v1.0 to v50.0, Oct 25, 2026. In the one-host plan every path here is served under api.teleon.dev/v1/cloudbench.

For agents

Give your agent the read-only guide first. It reports back before any write.

Agent prompt
Read https://teleon.dev/docs/cloudbench.md and show the current spot price for one GPU class across regions. Read only.
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Words on this page

Full glossary
Spot price
The current price for something bought for immediate use, such as a machine at auction or a GPU hour.
Egress
Data leaving a cloud network, usually billed per gigabyte.
Cursor
A position in a feed's change log. Reading since a cursor returns everything newer, in order.
Read time
When Teleon fetched a record from its source. It sits beside the source's own dates, so readers can judge how fresh each record is.