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gpt-5.1 / image-to-text

GPT-5.1 image-to-text refers to OpenAI’s GPT-5.1 release with enhanced multimodal capabilities that can process images and text together to generate descriptive text, captions, summaries, or structured data from visual content. It emphasizes improved image understanding, better OCR-like text extraction, and more context-aware reasoning for image inputs, along with customizable output styles and longer context handling.

INPUT PRICE

$ 0.75
40% off
$ 1.25

Input / 1M tokens

image

OUTPUT PRICE

$ 6
40% off
$ 10

Input / 1M tokens

text

Chat

curl --location 'https://gptproto.com/v1/chat/completions' \
--header 'Authorization: sk-*****' \
--header 'Content-Type: application/json' \
--data '{
    "model": "gpt-5.1",
    "messages": [
        {
            "role": "user",
            "content": [
                {
                    "type": "text",
                    "text": "What is in this image?"
                },
                {
                    "type": "image_url",
                    "image_url": {
                        "url": "data:image/jpeg;base64,${base64Image}"
                    }
                }
            ]
        }
    ],
    "stream": false
}'

Real World Application Scenarios

See how businesses and developers leverage gpt-5.1/image-to-text to automate vision-based workflows and streamline image-to-data tasks.

Automated Invoice Processing System

A mid-sized accounting firm implemented gpt-5.1/image-to-text to digitize and process hundreds of supplier invoices weekly. The model extracts dates, totals, and itemized data directly from various invoice formats, significantly reducing manual data entry and errors. The integration with ERP systems allows the team to streamline approvals and payment cycles, freeing analysts to focus on value-added tasks. This use case demonstrates fast ROI and improved workflow efficiency through reliable OCR automation.

Healthcare Record Digitization Workflow

A healthcare provider uses gpt-5.1/image-to-text to convert handwritten and printed patient forms into searchable electronic records. The model handles medical abbreviations, signatures, and variable form qualities, enabling faster data retrieval and improving patient care coordination. Integrated into their electronic health record (EHR) platform, this solution reduces backlogs, enhances audit capabilities, and ensures compliance with digital record standards. Direct benefit includes safer, more accessible patient data management.

Accessible Education Material Converter

An EdTech startup leverages gpt-5.1/image-to-text to transform photographed whiteboards, slides, and classroom handouts into digital text. The extracted text enables real-time accessibility for students with visual impairments by converting content into screen reader-friendly formats and braille. This workflow empowers inclusive educational environments and reduces barriers to information, demonstrating the model’s potential in advancing accessibility standards across schools, colleges, and online learning platforms.

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Getting Started with Gptproto — Build with gpt-5.1 in Minutes

Follow these simple steps to set up your account, get credits, and start sending API requests to gpt-5.1 via Gptproto.

Sign up

Sign up

Create your free Gptproto account to begin. You can set up an organization for your team at any time.

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Top up

Your balance can be used across all models on the platform, including gpt-5.1, giving you the flexibility to experiment and scale as needed.

Generate your API key

Generate your API key

In your dashboard, create an API key — you’ll need it to authenticate when making requests to gpt-5.1.

Make your first API call

Make your first API call

Use your API key with our sample code to send a request to gpt-5.1 via Gptproto and see instant AI‑powered results.

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Frequently Asked Questions

User Reviews

GPT-5.1 Image-to-Text | Multimodal | GPT Proto API