Overview
About this model
jina-embeddings-v4 is a universal embedding model for multimodal and multilingual retrieval. The model is specially designed for complex document retrieval, including visually rich documents with charts, tables, and illustrations.
View model card on HuggingFaceSpecifications
Model details
- Provider
- Jina AI
- Modality
- Embedding
- Pricing
- $0.12 / 1M
Modalities: text → text
API
Call it in code
Use the OpenAI-compatible endpoint below with your EcoHash API key and this model ID.
Python
from openai import OpenAI
client = OpenAI(
base_url="https://api.ecohash.com/v1",
api_key="YOUR_API_KEY",
)
response = client.embeddings.create(
model="jina-embeddings-v4",
input="Semantic search over your documents",
)curl
curl https://api.ecohash.com/v1/embeddings \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d {
"model": "jina-embeddings-v4",
"input": "Semantic search over your documents"
}Compare
Jina-Embeddings-V4 vs other embedding models
Same API, same billing. Rates come live from the EcoHash billing system.
| Model | Context | Price | Modalities |
|---|---|---|---|
| Jina-Embeddings-V4 (this page) | — | $0.12 per 1M tokens | text → text |
| Jina-Embeddings-V3 | — | $0.02 per 1M tokens | text → text |
| qwen3-embedding-0.6b | — | $0.12 per 1M tokens | text → text |
FAQ
Common questions
- How much does the Jina-Embeddings-V4 API cost?
- Jina-Embeddings-V4 is $0.12 per 1M tokens on EcoHash. That figure comes live from the EcoHash billing system, so the price shown on this page is the price you are billed — there is no separate list price to reconcile.
- Jina-Embeddings-V4 vs Jina-Embeddings-V3: which should I use?
- Both are embedding models on the same OpenAI-compatible EcoHash API, so moving between them is a change of model id and nothing else. Jina-Embeddings-V4 has $0.12 per 1M tokens. Jina-Embeddings-V3 has $0.02 per 1M tokens. Both prices come live from the EcoHash billing system; the comparison table on this page carries the current figures.
- Can I use Jina-Embeddings-V4 commercially through EcoHash?
- EcoHash hosts Jina-Embeddings-V4 under the model publisher's own licence and does not change its terms, so whether your use is permitted is decided by that licence — read it on the model card at https://huggingface.co/jinaai/jina-embeddings-v4-vllm-retrieval. The EcoHash Terms of Service additionally require you to comply with each model's licence and acceptable-use policy. Your EcoHash bill for API usage is separate from, and does not grant, any right under the model's licence.
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