Jev

Jev

TypeSafe AI
Gemini Decision 1 Jev

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Gemini Decision 1:

About

Gemini Decision 1 is an artificial intelligence decision-making model developed by Google for classification, routing, scoring, and structured evaluation tasks. Unlike traditional generative AI models that produce conversational responses, Gemini Decision 1 analyzes input information and returns structured decisions with associated probabilities and confidence values. The model supports Boolean questions, multiple-choice selections, and numerical or ordinal scoring to help applications make automated decisions. It can process large amounts of contextual information using a context window of approximately 262,000 tokens. Developers can integrate the model into applications for content categorization, customer support triage, workflow automation, and AI agent decision-making. Available through API integrations, Gemini Decision 1 helps organizations build intelligent systems that evaluate information and produce measurable, structured outputs.
Jev:

About

Jev is a System One Model from TypeSafe AI designed for fast, structured decision-making inside software and automated workflows. Unlike conventional large language models that generate free-form text token by token, Jev accepts unstructured state and returns predefined type-safe values with calibrated probabilities and confidence scores. The model uses a parallel sampling architecture and a training approach called Reinforcement Learning for Calibrated Decisions, which is optimized for producing reliable probabilistic decisions rather than conversational responses. Jev is intended for tasks such as classification, routing, scoring, extraction, branching logic, verification, guardrails, and other AI-powered workflows where structured outputs can plug directly into application code. TypeSafe reports end-to-end response times ranging from about 70 to 500 milliseconds and says Jev can be substantially faster and more efficient than frontier language models on System One-style workloads.
Gemini Decision 1:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Jev:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Gemini Decision 1:

Audience

Software developers, AI engineers, enterprise automation teams, and organizations building applications that require automated classification, decision routing, probabilistic scoring, and AI agent evaluation
Jev:

Audience

Software developers, AI engineers, automation teams, infrastructure builders, and enterprises that need low-latency, type-safe, probabilistic AI decisions for production software and structured workflows
Gemini Decision 1:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Jev:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Gemini Decision 1:

API

Offers API Supported
Jev:

API

Offers API Not Supported
Gemini Decision 1:

Screenshots and Videos

Jev:

Screenshots and Videos

Gemini Decision 1:

Pricing

$0.10 per 1M tokens (input)
$0.10 per 1 million tokens (input), no charge for output tokens
Free Version Supported
Free Trial Not Supported
Jev:

Pricing

Input: $0.042 / 1M tokens
Input tokens: $0.042 / 1 million tokens ($42 per billion tokens).

Output tokens: FREE (too cheap to meter).
Free Version Not Supported
Free Trial Not Supported
Gemini Decision 1:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
Jev:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
Gemini Decision 1:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Jev:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Gemini Decision 1:

Company Information

Google
Founded: 1998
United States
aistudio.google.com/docs/models/gemini-decision-1
Jev:

Company Information

TypeSafe AI
Founded: 2024
United States
typesafe.ai/
Gemini Decision 1:

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Clef-flash

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Jev:
Gemini Decision 1:
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Jev:
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Gemini Decision 1:
Jev:
Gemini Decision 1:

Categories

AI Decision Models Supported
Jev:

Categories

AI Decision Models Supported
AI Models Supported
Gemini Decision 1:

Integrations

Gemini Supported
Gemini platform Supported
Google AI Studio Supported
Google Cloud Platform Supported
Jev:

Integrations

Gemini Not Supported
Gemini platform Not Supported
Google AI Studio Not Supported
Google Cloud Platform Not Supported
Gemini Decision 1:
Claim Gemini Decision 1 and update features and information
Claim Gemini Decision 1 and update features and information
Jev:
Claim Jev and update features and information
Claim Jev and update features and information