BATCH PROCESSING SIMPLIFIED

FAST. PARALLEL. PREDICTABLE.

Process thousands of items with LLMs in parallel. Know your costs upfront. Deploy in minutes.

Auto-scaling
No expiration
1 credit = 1 result
START PROCESSING IN MINUTES

THE PROBLEM WITH LLM BATCH PROCESSING

BEFORE

10,000 items = Hours of waiting
Unknown token costs
Complex infrastructure
Sequential processing

WITH HUB-AI

10,000 items = 10,000 credits
Fixed predictable cost
Zero infrastructure
Parallel processing

PARALLEL BY DEFAULT

No configuration needed. Every request automatically runs in parallel for maximum throughput. Scale from 10 to 10,000 items with zero infrastructure changes.

BATCH-OPTIMIZED TOOLS

All tools are optimized for batch processing. Submit a list of items, and we will process each one in parallel, with fixed costs per result.

DOCUMENT OCR

Takes a document image (or file) and a JSON schema. The system applies OCR and then extracts the relevant data directly into the requested JSON format.

Cost: 2 CREDITS per result

LLM INFERENCE

A standard LLM (Large Language Model) execution for tasks like classification, summarization, or rewriting, optimized for processing large text batches.

Cost: 1 CREDIT per result

IMAGE CAPTION

Takes an image as input and returns a text description (caption) generated by an advanced vision model. Ideal for cataloging and accessibility.

Cost: 1 CREDIT per result

DATA EXTRACTION

Takes raw text and a JSON schema. The LLM extracts structured data from the input text, ensuring the output is valid JSON.

Cost: 1 CREDITS per result

AI FILTERING

Takes a text and a condition or a set of rules. The AI model returns a simple Boolean value (True/False) indicating if the text meets the criteria.

Cost: 1 CREDIT per result

TRANSPARENT PRICING

Simple and predictable. Pay per result, not per token. Credits never expire.

STARTER

$1
100 credits
 
  • Perfect for testing
  • All tools included
  • Never expires

SCALE

$1,000
140,000 credits
+40% bonus
  • Maximum savings
  • All tools included
  • Never expires
  • Priority support
Credits Never Expire
Auto-scaling
No Hidden Costs
Instant Activation