Live market

qwen3-embedding-4b

Qwen: Qwen3 Embedding 4B

Of list price: 100%
Per 1M input tokens: 0.02 USDT
Sellers online: 50
Calls / min: 0

Calling this model

POST /embeddings — the same request OpenAI's SDKs already send. Point the base URL at asale and change nothing else.

billed per token

INPUT

The text to embed. A list embeds each entry and returns one vector per entry.

Shorten the vector to this many numbers. Only some models accept it.

How the vector comes back: plain numbers, or base64.

Minimum charge per request: 0.000013 USDT

Output

Run it to see the answer here.

Or call it from your own code

curl https://gw.asale.ai/v1/embeddings \
  -H "Authorization: Bearer $ASALE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen3-embedding-4b",
    "input": "The quick brown fox."
  }'

import os, requests

r = requests.post(
    "https://gw.asale.ai/v1/embeddings",
    headers={"Authorization": f"Bearer {os.environ['ASALE_API_KEY']}"},
    json={
      "model": "qwen3-embedding-4b",
      "input": "The quick brown fox."
    },
)
r.raise_for_status()
print(r.json())

const r = await fetch("https://gw.asale.ai/v1/embeddings", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.ASALE_API_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    "model": "qwen3-embedding-4b",
    "input": "The quick brown fox."
  }),
});
if (!r.ok) throw new Error(await r.text());
console.log(await r.json());

Request fields

Field	Type	Accepts	Meaning
modelrequired	string	—	Which model serves the request.
inputrequired	text	—	The text to embed. A list embeds each entry and returns one vector per entry.
dimensions	int	1 … —	Shorten the vector to this many numbers. Only some models accept it.
encoding_format	enum	float · base64	How the vector comes back: plain numbers, or base64.

Response

{
  "object": "list",
  "data": [
    {
      "object": "embedding",
      "index": 0,
      "embedding": [
        0.0023,
        -0.0091,
        "…"
      ]
    }
  ],
  "model": "qwen3-embedding-4b",
  "usage": {
    "prompt_tokens": 5,
    "total_tokens": 5
  }
}

Token type	List / 1M	Market / 1M	Of list price
Input	—	—	—
Output	0.02	0.02	100%
Cache read	—	—	—
Cache write	—	—	—

Channel quality

What has been measured about the supply behind this price. Readings, not promises — and aggregate, because which seller failed is nobody's business but theirs and ours.

Online lanes: 50
Verified lanes: 1/1; Proved they serve this model
First byte (p50): —
Success rate: —; No turns settled in the window
Sellable capacity: 100.0M; Tokens offered right now

Latency and verification are measured over the last day; the success rate comes from settled traffic. See the status page

Price trend

Currently selling at 100% of the vendor's list price. More sellers online push it down; more buyers push it back up to list.

Of list price: 100%
Sellers online: 50
Calls / min: 0

Market depth

Price / 1MSellers