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  4. /text-embedding-ada-002
OpenAI
Text Embedding Ada 002
$ 
The text-embedding-ada-002 model is the industry standard for transforming text into high-dimensional vector representations. By utilizing text-embedding-ada-002, developers can achieve unparalleled accuracy in semantic search, recommendation engines, and sentiment analysis tasks. This specific ai model optimizes cost and performance, making the text-embedding-ada-002 api a top choice for enterprise-grade ai applications. At GPTProto, we provide seamless access to text-embedding-ada-002 without the hassle of complex credit systems. By integrating text-embedding-ada-002 into your stack, you unlock the ability to process vast amounts of unstructured data with ease, ensuring your ai projects remain scalable and efficient.

Modalities

Input: Text
Output: Text

—

/
Text Embedding Ada 002 pricing

Chat, coding agents & document work. Priced per 1M tokens — input, cached input and output are billed separately. GPTProto is 30% below official rates.

Your usage

OpenAI · ≈ 100M tokens/mo (0M cached)

OpenRouter
List + 5.5% credit fee
$8.44
per month
Input (non-cached)$8.44
OpenAI
Direct from OpenAI (list price)
$8
per month
Input (non-cached)$8
BEST VALUE
GPTProto
30% off official
$5.6
per month
After discount$5.6
Effective$5.6
Monthly cost by source
OpenRouter
$8.44
OpenAI
$8
GPTProto
$5.6
Save $2.40 / month
on GPTProto vs OpenAI (−30%)
Annual savings ≈ $28.80 · pay as you go

GPTProto applies a per-model discount (10–30% off official) on top of bonus credits — every unit costs less than going direct.

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Text Embedding Ada 002
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byHunyuan1.05M context$0.7923/M input$2.376/M output
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byOpenAI1.05M context$8/M input$40/M output
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byGoogle1.05M context$0.9/M input$4.5/M output
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byQwen1M context$1.8/M input$5.4/M output
GLM 5.3 Flash
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byDeepSeek1.05M context$0.3/M input$1.2/M output
GLM 5.3
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byZ-AI1.31M context$1.26/M input$3.96/M output
Gemini 3.7 Flash
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byGoogle1.05M context$0.9/M input$4.5/M output
Grok 4.6
$ 
byGrok500K context$1.2/M input$3.6/M output
Qwen3.8 Max
$ 
byQwen1M context$1.8/M input$5.4/M output
Claude Opus 5
$ 
byClaude1M context$4.5/M input$22.5/M output
Gemini 3.6 Flash
$ 
byGoogle1.05M context$0.9/M input$4.5/M output
Kimi K3
$ 
byMoonshotAI1.05M context$2.7/M input$13.5/M output
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byOpenAI1.05M context$0.16/M input$0.96/M output
GPT 5.6 Terra
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byOpenAI1.05M context$1.6/M input$9.6/M output
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byOpenAI1.05M context$3.2/M input$16/M output
Grok 4.5
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byGrok500K context$1.2/M input$3.6/M output
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byClaude1M context$1.8/M input$9/M output
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byMiniMax1.05M context$0.48/M input$0.96/M output
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byZ-AI1.05M context$1.26/M input$3.96/M output
GPT 5.1 Chat Latest
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byOpenAI$1/M input$8/M output
Qwen3.7 Max
$ 
byQwen1M context$0.36/M input$1.44/M output
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byDeepSeek1.05M context$0.3/M input$1.2/M output
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byGrok1M context$0.75/M input$1.5/M output
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byOpenAI1.05M context$24/M input$144/M output
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byMoonshotAI262K context$0.855/M input$3.6/M output
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byMiniMax205K context$0.24/M input$0.96/M output
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$ 
byMoonshotAI262K context$0.54/M input$2.7/M output
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byBytedance262K context$0.0971/M input$0.9714/M output
Doubao Seed 1.6 Thinking (Build 250615)
$ 
byBytedance262K context$0.0971/M input$0.9714/M output
Doubao Seed 1.6 Flash (Build 250615)
$ 
byBytedance262K context$0.0182/M input$0.1821/M output
ModelInput → Output
Text Embedding Ada 002Current
$ 
—$0.07 / — per 1M—
Input: Text
Output: Text
DeepSeek Flash
$ 
——$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: TextInput: Image
Output: Text
Hy4 Preview
$ 
1.05M$0.79 / $2.38 per 1M— / $0.04 per 1M
Input: Text
Output: Text
GPT 6 Astra
$ 
1.05M$8.00 / $40.00 per 1M$10.00 / $0.80 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Gemini 3.8 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: VideoInput: DocumentInput: Audio
Output: Text
Claude Fable 5.1
$ 
1M$9.00 / $45.00 per 1M$11.25 / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Qwen3.8 Max 0902
$ 
1M$1.80 / $5.40 per 1M$2.25 / $0.23 per 1M
Input: TextInput: ImageInput: VideoInput: DocumentInput: Audio
Output: Text
GLM 5.3 Flash
$ 
—1.31M$0.15 / $0.50 per 1M— / $0.03 per 1M
Input: TextInput: ImageInput: VideoInput: Document
Output: Text
DeepSeek v4 Flash Vision Exp
$ 
—1.05M$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: TextInput: Image
Output: Text
GLM 5.3
$ 
1.31M$1.26 / $3.96 per 1M— / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Gemini 3.7 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Grok 4.6
$ 
500K$1.20 / $3.60 per 1M— / $0.30 per 1M
Input: TextInput: Image
Output: Text
Qwen3.8 Max
$ 
1M$1.80 / $5.40 per 1M$2.25 / $0.23 per 1M
Input: TextInput: ImageInput: VideoInput: Document
Output: Text
Claude Opus 5
$ 
1M$4.50 / $22.50 per 1M$5.63 / $0.45 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Gemini 3.6 Flash
$ 
1.05M$0.90 / $4.50 per 1M$0.60 / $0.09 per 1M
Input: TextInput: ImageInput: Document
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Kimi K3
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1.05M$2.70 / $13.50 per 1M$0.27 / $0.27 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GPT 5.6 Luna
$ 
1.05M$0.16 / $0.96 per 1M$0.20 / $0.02 per 1M
Input: TextInput: ImageInput: Document
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GPT 5.6 Terra
$ 
1.05M$1.60 / $9.60 per 1M$2.00 / $0.16 per 1M
Input: TextInput: ImageInput: Document
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GPT 5.6 Sol
$ 
1.05M$3.20 / $16.00 per 1M$4.00 / $0.32 per 1M
Input: TextInput: ImageInput: Document
Output: Text
Grok 4.5
$ 
500K$1.20 / $3.60 per 1M$0.30 / $0.30 per 1M
Input: TextInput: Image
Output: Text
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$ 
1M$1.80 / $9.00 per 1M$2.25 / $0.18 per 1M
Input: TextInput: Document
Output: Text
Minimax M3
$ 
1.05M$0.48 / $0.96 per 1M$0.10 / $0.10 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GLM 5.2
$ 
1.05M$1.26 / $3.96 per 1M$0.23 / $0.23 per 1M
Input: TextInput: ImageInput: Document
Output: Text
GPT 5.1 Chat Latest
$ 
—$1.00 / $8.00 per 1M$0.10 / $0.10 per 1M
Input: TextInput: ImageInput: Document
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Qwen3.7 Max
$ 
1M$0.36 / $1.44 per 1M$0.07 / $0.07 per 1M
Input: TextInput: Document
Output: Text
DeepSeek v4 Flash
$ 
—1.05M$0.30 / $1.20 per 1M— / $0.006 per 1M
Input: Text
Output: Text
Grok 4.3
$ 
1M$0.75 / $1.50 per 1M$0.12 / $0.12 per 1M
Input: TextInput: Image
Output: Text
GPT 5.4 Pro
$ 
1.05M$24.00 / $144.00 per 1M—
Input: TextInput: ImageInput: Document
Output: Text
Kimi K2.6
$ 
262K$0.85 / $3.60 per 1M$0.14 / $0.14 per 1M
Input: TextInput: Document
Output: Text
Minimax M2.5
$ 
205K$0.24 / $0.96 per 1M$0.30 / $0.02 per 1M
Input: TextInput: Document
Output: Text
Kimi K2.5
$ 
262K$0.54 / $2.70 per 1M$0.09 / $0.09 per 1M
Input: TextInput: Document
Output: Text
Doubao Seed 1.6 Thinking (Build 250715)
$ 
262K$0.10 / $0.97 per 1M—
Input: TextInput: Image
Output: Text
Doubao Seed 1.6 Thinking (Build 250615)
$ 
262K$0.10 / $0.97 per 1M—
Input: TextInput: Image
Output: Text
Doubao Seed 1.6 Flash (Build 250615)
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262K$0.02 / $0.18 per 1M—
Input: TextInput: Image
Output: Text

Unlock text-embedding-ada-002 API: The Ultimate Integration on GPT Proto

Welcome to the future of semantic understanding and data intelligence. Whether you are building a sophisticated search engine or a recommendation system that truly "gets" your users, the OpenAI text-embedding-ada-002 model is the industry standard for turning text into meaningful numerical representations. At GPT Proto, we provide a streamlined, high-performance gateway to this powerful technology, ensuring that your applications are smarter, faster, and more contextually aware than ever before. Ready to see what is possible? Browse all our cutting-edge AI models and start building today.

Harnessing Semantic Intelligence for Next-Generation Data Search on GPT Proto

Traditional search engines often fail because they look for exact words rather than the underlying meaning. When you integrate the text-embedding-ada-002 API on GPT Proto, you move beyond simple keyword matching and enter the realm of vector-based semantic search. This model converts your text into a 1536-dimensional vector space, allowing your software to recognize that "kitten" and "feline" are closely related, even if they share no letters. By choosing GPT Proto as your integration partner, you benefit from a robust infrastructure designed to handle large-scale vector operations with minimal latency. Our platform ensures that your data processing remains consistent and reliable, solving the common pain point of fragmented search results and providing your users with the most relevant information every single time.

Building Advanced Recommendation Systems with Unmatched Context Awareness

In the modern digital landscape, personalization is no longer optional; it is a requirement. By leveraging text-embedding-ada-002 on GPT Proto, developers can build recommendation engines that analyze user behavior and content similarity with incredible precision. Instead of relying on rigid categories, your application can understand the subtle nuances in a user's preferences by comparing the "distance" between different pieces of content in a vector space. This allows for a much more fluid and natural discovery experience. Whether you are suggesting a blog post, a product, or a piece of music, the deep contextual understanding provided by OpenAI’s flagship embedding model ensures that your suggestions feel curated and personal, leading to higher engagement and user satisfaction across the board.

Transforming Customer Support with Instant and Accurate Vector-Based Retrieval

One of the most effective ways to utilize text-to-text embedding technology is through Retrieval-Augmented Generation (RAG). By storing your company’s internal documentation as embeddings via text-embedding-ada-002 on GPT Proto, you can create a support bot that finds the exact answer to a customer's question in milliseconds. Instead of forcing a support agent to manually scan thousands of pages, the API identifies the most relevant snippets of text based on the semantic intent of the query. This level of speed and accuracy dramatically reduces resolution times and operational costs. On the GPT Proto platform, we make this process seamless by offering a unified API interface that connects your vector storage directly to the world's most advanced reasoning models.

"Context is the bridge between raw data and human wisdom. On GPT Proto, the text-embedding-ada-002 model ensures your bridge is built with precision and scale."

Why Developers Choose to Deploy OpenAI text-embedding-ada-002 on GPT Proto

Stability and ease of use are the cornerstones of a successful AI project. Many developers struggle with the complexity of managing multiple API keys and fluctuating rate limits when working directly with large providers. GPT Proto eliminates these hurdles by offering a consolidated environment where you can manage your OpenAI text-embedding-ada-002 integration alongside other top-tier models. Our platform is built for enterprise-grade stability, meaning you can focus on writing code while we handle the heavy lifting of API uptime and request optimization. Furthermore, our technical documentation is designed to be accessible even for those new to AI integration. You can find everything you need to get started by visiting our official API documentation, which guides you through every step of the integration process.

Feature Standard Models OpenAI text-embedding-ada-002 on GPT Proto
Semantic Accuracy Basic Keyword Matching Deep 1536-Dimensional Vector Analysis
Integration Speed Complex, Manual Setup Instant, Unified API Access
Cost Efficiency Unpredictable Tiers Transparent Pricing with Direct Fund Usage
System Uptime Variable Reliability Enterprise-Grade Infrastructure Stability

Transparent Pricing Models and Seamless Integration for Your API Projects

We believe that accessing world-class AI should be straightforward and affordable. Unlike other platforms that use confusing "credit" systems, GPT Proto operates on a transparent, dollar-based balance system. To get started, all you need to do is Add Funds to your account. You can easily Top-up Balance or Recharge Amount at any time to ensure your services remain uninterrupted. This "pay-as-you-go" approach means you only spend what you need, with no hidden fees or restrictive monthly subscriptions. You can manage your finances and monitor your API costs in real-time by visiting our billing center. We put you in total control of your budget, so you can scale your projects from a small prototype to a global application with complete confidence.

Tracking your progress is just as easy as setting up your first request. Our intuitive usage dashboard provides detailed insights into your API calls, helping you optimize your performance and understand your data flow at a glance. At GPT Proto, we are committed to being more than just a service provider; we are your partner in AI innovation. If you are looking for more tips on how to maximize the potential of embedding models or want to stay updated on the latest industry trends, be sure to explore our official blog for expert guides and developer stories. Join the thousands of developers who have already chosen GPT Proto as their home for AI development and start building the future today.

Frequently Asked Questions about text-embedding-ada-002

Expert answers to the most common questions regarding the text-embedding-ada-002 model and its API integration.

What is the text-embedding-ada-002 model exactly?

The text-embedding-ada-002 model is a high-performance ai model designed to convert text into numerical vectors, which allows machines to understand semantic meaning and relationships. Utilizing text-embedding-ada-002 is essential for modern search and ai tasks.

How do I integrate the text-embedding-ada-002 api into my app?

Integrating the text-embedding-ada-002 api involves sending your text strings to our secure endpoint, which then returns a 1536-dimension vector. This text-embedding-ada-002 output can be stored in a vector database for similarity searches.

Does text-embedding-ada-002 support multiple languages?

Yes, text-embedding-ada-002 is a multilingual model. You can use text-embedding-ada-002 for cross-lingual tasks, allowing you to find similar content in different languages through the same text-embedding-ada-002 vector space.

What is the token limit for a text-embedding-ada-002 request?

The text-embedding-ada-002 model supports a massive context window of 8192 tokens. This makes text-embedding-ada-002 capable of embedding large documents or multiple paragraphs in a single text-embedding-ada-002 api call.

Is text-embedding-ada-002 better than legacy embeddings?

Absolutely. The text-embedding-ada-002 model replaces several older versions by offering better performance across the board. The text-embedding-ada-002 model is more efficient, accurate, and significantly cheaper to run at scale.

Can I use text-embedding-ada-002 for sentiment analysis?

Yes, text-embedding-ada-002 is frequently used as a feature extractor for sentiment analysis. By analyzing the vector produced by text-embedding-ada-002, you can train classifiers to identify emotions and intent within any text-embedding-ada-002 input.

How does GPTProto handle text-embedding-ada-002 privacy?

At GPTProto, your text-embedding-ada-002 data is handled with strict privacy protocols. We ensure that the text sent to the text-embedding-ada-002 model is used only for generating embeddings and is not used for training, protecting your text-embedding-ada-002 projects.

What are the common troubleshooting steps for text-embedding-ada-002?

Common text-embedding-ada-002 issues usually involve exceeding the 8192-token limit or malformed json. Ensure your text-embedding-ada-002 input is clean and use our monitoring tools to debug text-embedding-ada-002 api responses.

How many dimensions does text-embedding-ada-002 have?

The text-embedding-ada-002 model produces vectors with 1536 dimensions. This specific number in text-embedding-ada-002 is optimized to provide high semantic resolution for all your ai-driven search requirements.

Can I refer others to use text-embedding-ada-002 on GPTProto?

Yes! We encourage users to recommend text-embedding-ada-002. By sharing your link, others can benefit from the text-embedding-ada-002 model, and you can earn rewards for every text-embedding-ada-002 user you bring to our platform.

What is the best way to store text-embedding-ada-002 vectors?

The best practice for text-embedding-ada-002 vectors is using a specialized vector database like Pinecone or Weaviate. These systems are optimized to index text-embedding-ada-002 outputs for sub-millisecond similarity retrieval.

Why is text-embedding-ada-002 the preferred choice for RAG?

text-embedding-ada-002 is preferred for RAG because its large context window and precise dimensionality ensure that retrieved documents are truly relevant. This makes the text-embedding-ada-002 model the heart of many advanced ai systems.

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