JevModel - Product screenshot

Overview

The JevModel platform offers a structured decision model, developed by TypeSafe AI, that processes text or JSON inputs to generate precise, typed answers: Choice, Score, and Noul. Choice selects one of several options (e.g., moderation labels, support queues), Score assigns a discrete level from a defined scale (e.g., lead priority), and Noul provides a yes/no judgment against a specific criterion (e.g., case review necessity).

Users can build complex decision flows by chaining these questions on a visual canvas, where each answer can lead to the next question or a final outcome. The platform supports batch processing, allowing users to upload various text formats (CSV, TXT, JSON Lines) to run templates or custom questions and review structured answers before production. JevModel also provides a robust API, enabling developers to integrate these typed decisions directly into their applications, with all playground, batch, and API usage sharing a single token balance. Use cases include content moderation, spam filtering, support ticket triage, priority escalation, language detection, and personal data screening.

Key features

  • Structured decision model (Choice, Score, Noul answers)
  • Visual Decision Flows for chaining logic
  • Batch processing for text data evaluation
  • API access for application integration
  • No-signup runs for quick testing
  • Token packs with no expiration
  • Centralized Console for managing keys, flows, and balance
  • Pre-built templates for common use cases

Who uses it

The tool is designed for developers, product managers, and business analysts who need to integrate automated, structured decision-making into their applications, particularly for tasks like content moderation, customer support triage, and data classification.

Pros

  • Provides structured, typed answers (Choice, Score, Noul) for clear application logic.
  • Offers visual decision flows to build and manage complex branching logic easily.
  • Supports batch processing for efficient testing and evaluation on user data.
  • Features a robust API for seamless integration into existing applications.
  • Includes a generous free tier with no-signup runs and free tokens after email verification.
  • Purchased token packs never expire, providing long-term value.

Cons

  • Does not offer custom model training or fine-tuning capabilities.
  • The current interface accepts only text or JSON inputs, not images directly.
  • Decision flows have specific limits on nodes (e.g., up to eight question nodes).
  • Not a dedicated redaction or compliance detector, requiring user verification for sensitive data screening.

Our take

JevModel is a practical tool for developers and businesses seeking to automate and standardize decision-making processes within their applications, offering structured outputs and flexible integration options.

Pricing plans

Free

$0

  • 100,000 tokens once · ≈500 requests
  • 3 live runs a day without signing up
  • 100,000 tokens after email verification
  • 1 saved Decision Flow
  • Batch uploads of up to 50 rows
  • Failed requests are not charged

Icebreaker

$4.90

  • 8M tokens · one-time purchase
  • ≈ 40,000 requests
  • $0.613 per 1M input tokens
  • Tokens never expire
  • Unlimited Decision Flows · 1,000-row batches
  • Flows bill only the branches that run
  • Console, batch and API share one balance
  • Failed requests are not charged

Starter

$9.90

  • 20M tokens · one-time purchase
  • ≈ 100,000 requests
  • $0.495 per 1M input tokens
  • 19% lower cost per token than Icebreaker
  • Tokens never expire
  • Unlimited Decision Flows · 1,000-row batches
  • Flows bill only the branches that run
  • Console, batch and API share one balance
  • Failed requests are not charged

Builder

$19.90

  • 50M tokens · one-time purchase
  • ≈ 250,000 requests
  • $0.398 per 1M input tokens
  • 35% lower cost per token than Icebreaker
  • Tokens never expire
  • Unlimited Decision Flows · 1,000-row batches
  • Flows bill only the branches that run
  • Console, batch and API share one balance
  • Failed requests are not charged

Pro

$49

  • 180M tokens · one-time purchase
  • ≈ 900,000 requests
  • $0.272 per 1M input tokens
  • 56% lower cost per token than Icebreaker
  • Tokens never expire
  • Unlimited Decision Flows · 1,000-row batches
  • Flows bill only the branches that run
  • Console, batch and API share one balance
  • Failed requests are not charged

Scale

$99

  • 450M tokens · one-time purchase
  • ≈ 2,250,000 requests
  • $0.220 per 1M input tokens
  • 64% lower cost per token than Icebreaker
  • Tokens never expire
  • Unlimited Decision Flows · 1,000-row batches
  • Flows bill only the branches that run
  • Console, batch and API share one balance
  • Failed requests are not charged

Pricing details are provided for reference and may differ from the vendor's current plans.

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