πŸ“„

JSON Extraction API

Structured Data From Real Documents

Extract JSON from emails, invoices, receipts. 75.7% accuracy. 2-4x more cost-effective than GPT-4.

The Problem

  • βœ— LLMs are overkill β€” Paying for 100B params to extract 5 fields
  • βœ— Token-based billing β€” Costs unpredictable at scale
  • βœ— Too slow for edge β€” Can't run GPT-4 on embedded devices
  • βœ— Hallucination risk β€” General models invent fields

Maaza

  • βœ“ Task-specialized β€” Models trained for extraction only
  • βœ“ Flat-rate pricing β€” Predictable monthly billing
  • βœ“ Edge-ready β€” 135M-360M params, runs anywhere
  • βœ“ Reliability layer β€” Built-in validation ensures accuracy

Features

🎯

75.7% Accuracy

Benchmarked on EdgeJSON v3 real-world documents. Built-in reliability layer ensures consistent output quality.

πŸ’°

2-4x Cost Savings

Flat-rate pricing instead of per-token billing. 10K extractions for $29/month vs ~$110 on GPT-4 Turbo.

⚑

Fast Inference

~2-3 second response times. Small models (135M-360M params) optimized for extraction tasks.

πŸ“‹

Schema-Driven

Define your JSON schema, send your text. Get structured output that matches your spec exactly.

🏠

Self-Hostable

Models available on HuggingFace under Apache 2.0. Run on your own infrastructure if needed.

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Built-in Reliability

Automatic retries, validation, and fallback logic. The API handles edge cases so you don't have to.

What It's For

πŸ“§ Emails

Extract sender, recipients, dates, action items from business emails automatically.

🧾 Invoices

Pull vendor, amounts, line items, due dates from invoice text. Feed into your ERP.

🧾 Receipts

Parse merchant, total, items, payment method from receipt OCR output.

πŸ“„ Documents

Structure any text document into JSON. Contracts, forms, reportsβ€”50+ words recommended.

How It Works

1

Get Your API Key

Instant access, no signup. Or create a free account for 1,000 requests/month.

2

Send Text + Schema

POST your document text and desired JSON schema. One API call.

3

Get Structured JSON

Receive validated JSON matching your schema. Ready for your pipeline.

Try it now:
curl -X POST https://justin-advisors-thirty-recommend.trycloudflare.com/v1/extract \
  -H 'Content-Type: application/json' \
  -d '{
    "text": "From: [email protected]\nSubject: Q4 Meeting\nHi team, lets meet on Dec 15th at 2pm in conference room B.\nThanks,\nSarah Johnson\nSenior Manager\n(555) 123-4567",
    "schema": {
      "type": "object",
      "properties": {
        "sender_email": {"type": "string"},
        "sender_name": {"type": "string"},
        "meeting_date": {"type": "string"},
        "meeting_time": {"type": "string"}
      }
    }
  }'
Optimized for real documents (emails, invoices, receipts). Minimum 50 words recommended.

Simple Pricing

BETA Early adopter pricing locked in forever

⚑ INSTANT

Instant Access

FREE

no signup required

  • βœ“ 100 requests (one-time)
  • βœ“ Both models included
  • βœ“ 75.7% accuracy
  • βœ“ Expires in 30 days

Free

$0

per month

  • βœ“ 1,000 requests/month
  • βœ“ Both models included
  • βœ“ 75.7% accuracy
  • βœ“ Community support
EARLY ADOPTER

Starter

$29

per month $49

  • βœ“ 10,000 requests/month
  • βœ“ Priority queue
  • βœ“ Email support (48h)
  • βœ“ $0.01 per 1K overage
Subscribe Now
EARLY ADOPTER

Pro

$199

per month $249

  • βœ“ 100,000 requests/month
  • βœ“ Priority support (24h)
  • βœ“ Usage analytics
  • βœ“ $0.008 per 1K overage
Subscribe Now

Enterprise

Custom

contact us

  • βœ“ On-premise deployment
  • βœ“ 500K+ requests/month
  • βœ“ Dedicated support (4h SLA)
  • βœ“ Custom model training
Contact Us

All plans include DDoS protection. Instant and Free tiers require no credit card.

Cost Comparison

Maaza API offers predictable, flat-rate pricing for JSON extraction tasks.

Provider Model Cost per 10K Notes
Maaza API SLM-360M $29-49/mo Flat rate
OpenAI GPT-4 Turbo ~$110 Token-based
Anthropic Claude 3.5 Sonnet ~$45 Token-based
OpenAI GPT-4o ~$32.50 Token-based
Based on 500 input + 200 output tokens per extraction. See pricing methodology.

Prefer Self-Hosting?

Models are open source on HuggingFace under Apache 2.0 license.

Maaza-MLM-135M Maaza-SLM-360M NLM Orchestrator

Ready to Extract Structured Data?

Get instant accessβ€”no signup required. 100 free requests to try it out.

Get Started Free

Questions?

Need help with integration or want to discuss enterprise options?