Observealphamodels

Model registry

Which models are served, at what price and are they registered?

Source and guide ↗
flop models --help

A listing is a promise to inspect. Start with the source, then check the clock.

Recorded public observations
Download evidence ↓
Gateway-listed1
Registered in discovery3
Provider directory entries0

15 HTTP requests · 57,775 ms recorded duration · providers are a separate directory, not a miner count

Checks at observation time

Does the catalogue agree?

Gateway read:

PASS

Served models registered

Every gateway-listed model must match an explicit discovery registry name.

PASS

Prices fresh at read

Every source needs effective_at <= gateway read time < expires_at. Missing sources are unknown.

PASS

Served lists agree

Compare gateway names with MCP entries explicitly marked served. Registry-only models are excluded. MCP availability uses the gateway, so agreement is not independent corroboration.

MCP availability comes from the gateway. Agreement checks consistency between reads. It does not independently confirm serving capacity.

Model catalogue

Listed, registered or both.

Displayed clock

3 shown
Gateway-listed

Qwen/Qwen2.5-0.5B-Instruct

0x1a52c1abe781db051e70ae357f72bb70161ca0c092df0b618f22a9292ba63306

Gateway model quote0.006prompt

Completion: 0.006. Units are absent from this response.

MCP declared price0.003FLOP / GFLOP

Model pricing declaration. No miner-specific quote is returned.

Advertised addresses22
Fresh on displayed clock0
Read-time checks stay fixed. The expiry bars use the displayed clock.
Registry-only in this recording

Qwen/Qwen3-8B

0xfab8ec57f3bc1b5d4ca644fe12fab2ca1c35c24697d577c610b382cfea14d52d

Gateway model quoteNo dataprompt

Completion: No data. Units are absent from this response.

MCP declared price0.003FLOP / GFLOP

Model pricing declaration. No miner-specific quote is returned.

Advertised addressesNo data
Fresh on displayed clockNo data

No gateway price sources were observed for this model.

Registry-only in this recording

Qwen/Qwen3.8-27B

0x9fe1ce953cd69531eb321e7da9cf40501d5feb54a2f12afc6918e455408d0426

Gateway model quoteNo dataprompt

Completion: No data. Units are absent from this response.

MCP declared price0.003FLOP / GFLOP

Model pricing declaration. No miner-specific quote is returned.

Advertised addressesNo data
Fresh on displayed clockNo data

No gateway price sources were observed for this model.

Public recorder archive

Prices, with their dates attached.

Model-level prompt and completion values. Units are absent from gateway responses. These readings do not establish a daily trend.

Qwen/Qwen2.5-0.5B-Instructdevnet-nominal
Prompt 0.006Completion 0.006
Gateway source ↗
Qwen/Qwen2.5-0.5B-Instructdevnet-nominal
Prompt 0.006Completion 0.006
Gateway source ↗

Archive checked 2026-11-06T16:21:42.770Z. Only available observations are shown.

Open the recorder history ↗

Reading guide

Follow the evidence, in order.

The line tracks your place in this explanation.

1. Read the advertisement

Gateway model quotes and price-source labels describe the catalogue. Addresses are advertised, not pinged.

2. Join the registry

An explicit registry name links the gateway to discovery. Details check the version and hash. The trust root must contain that hash.

3. Check the time

A price source is fresh only from its effective time until its expiry time. Expired timestamps never become a current price.

What this does not verify

No inference is sent. These observations do not verify model weights, miner uptime, hardware, consensus or paid prices. Address encoding is checked without an SS58 checksum. Matching public hashes is not a cryptographic proof of registration. Source reads happen at different times. Devnet can reset.