PaddleOCR VL

Paddlepaddle
paddlepaddle/paddleocr-vlOpen Weights

Compact vision-language model for multilingual document parsing, OCR, tables, formulas, and charts

Benchmark Pricing$0.02 / 1M in$0.02 / 1M out
Context: 131,072 tokens•Max Output: 16,384 tokens•Released: 2025-10-16

TECHNICAL SPECIFICATIONS

Context Window131,072131.1K tokens
Max Output16,38416.4K tokens
LicenseApache-2.0Self-hostable
Input Modalities
TextVision
Function / Tool CallingNot Supported
Structured OutputsPrompt Based

MODEL CONTEXT PROTOCOL (MCP) READINESS

⚠ PaddleOCR VL does not natively advertise tool-calling capabilities. When connecting to MCP servers, function calling must be handled via structured prompt injection.

MCP Context Window Recommendations

With a context capacity of 131,072 tokens, this model can handle moderately large MCP tool definitions and multi-turn conversation logs comfortably.

API CALL INVOCATION EXAMPLE

// Example: Calling PaddleOCR VL via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.PADDLEPADDLE_API_KEY,
});

const response = await client.chat.completions.create({
  model: "paddlepaddle/paddleocr-vl",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);

PRICING BY PROVIDER

1 providers
Novita AIpaddlepaddle/paddleocr-vl
$0.02 / $0.02

Rates in USD per 1M tokens. Rates synchronized from models.dev public catalog.

MODEL RESOURCES

View Paddlepaddle HubHugging Face Weights