Primary use stated or inferred cautiously from official documentation.
O
OPENAI / text-embedding-3-large
text‑embedding‑3‑large
OpenAI's highest-capacity embedding model for semantic search, classification, clustering, and RAG.
01 / SUMMARY
The essential
Maximum input capacity when published by the source.
Documented maximum generation limit.
Verified availability channels.
Primary functional family and verified specialties.
Declared terms for API access, model weights, or self-hosting.
02 / TECHNICAL SHEET
Limits and integration
| API ID | text-embedding-3-large |
|---|---|
| Model type | Embeddings |
| Access model | Paid proprietary |
| License | Proprietary |
| Deployment | Hosted API |
| Release | 25 ENE 2024 |
| Knowledge cutoff | Not published |
| Entrance | Text |
| Exit | Vector |
| Context window | 8,191 tokens |
| maximum output | Up to 3,072 dimensions |
| Reasoning | Not applicable or not published |
| Published tools | |
| Structured Outings | Not applicable or not published |
| Batch processing | Not published |
| Prompt cache | Not published |
| Fine-tuning | Not published |
| Verified platforms | OpenAI API |
Multilingual retrieval and high-quality representations.
Compare recall, latency, index size, and reindexing cost, not generative quality.
03 / CAPABILITIES
What it can do
Orientation
Multilingual retrieval and high-quality representations.
Context
8,191 tokens · Up to 3,072 dimensions
Tools and integration
Not published
Access
OpenAI API
Input modalities
Text
04 / PRICES
Documented cost
| Concept | Worth | Unit/condition |
|---|---|---|
| Standard input | Not published | Standard API rate |
| Cached input | Not published | Reading reused prefixes |
| Cache write or storage | Not published | The condition varies by provider |
| Standard output | Not published | May include reasoning tokens |
| Batch input | Not published | Asynchronous processing |
| Batch output | Not published | Asynchronous processing |
Consult the primary source: the billing unit depends on the model type and access channel.
i Prices change and may depend on level, region or context length. Check the source before making a decision.
05 / EVALUATIONS
How to read the results
“
A public benchmark provides guidance, but does not replace an evaluation with your data, tools, budget, and error tolerance.
| Benchmark | Result | Metric | Source |
|---|---|---|---|
| MTEB | 64,6 % | Published average | View source ↗ |
Inferama only highlights a “best result” when the metric, test set, configuration, and date allow for an equivalent comparison. The supplier's figures are presented as claims from its own source.
06 / VERSIONS
Chronology
text‑embedding‑3‑large
Version added to Inferama's verified catalog.
07 / SOURCES