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What is Gemini Decision 1?

Gemini Decision 1 is a purpose-built artificial intelligence model developed by Google to support automated decision-making, classification, and evaluation within software systems. Rather than functioning as a conventional AI chatbot, the model examines supplied information and returns structured predictions based on questions defined by the developer. Its supported decision types include Boolean evaluations, multiple-choice classifications, and numerical scoring against predefined criteria. The system provides probability distributions and confidence information that applications can use to determine how strongly the available evidence supports a particular outcome. With a context capacity of approximately 262,000 tokens, Gemini Decision 1 can analyze extensive documents, records, and other contextual inputs. Developers can implement the model for use cases such as customer service ticket routing, content moderation, document classification, lead qualification, and automated quality assessments. It can also serve as a decision component within AI agent architectures by evaluating task conditions and selecting appropriate actions from predefined choices. The model supports integration through API-based development workflows, including access through Vercel AI Gateway. Its specialized output format allows applications to process model predictions programmatically without extracting decisions from lengthy generated explanations. By combining large-context analysis with probabilistic classification and scoring, Gemini Decision 1 enables organizations to incorporate structured AI evaluations into business processes and intelligent applications.

What is Claude Haiku 5.5?

Claude Haiku 5.5 is an Anthropic AI model built for high-volume and latency-sensitive AI workloads that require a balance of speed, cost, context capacity, and reasoning. Its primary use cases include classification, routing, information extraction, and subagent tasks within larger AI systems. Claude Haiku 5.5 introduces adaptive thinking, which allows the model to decide when reasoning is needed and how much thinking to apply before producing a response. Adaptive thinking is enabled by default, while the effort parameter gives developers a way to trade response quality against latency and cost. Developers can disable thinking at high effort or below, but Anthropic recommends using effort as the primary mechanism for controlling the model's reasoning behavior. The model provides a 1 million token context window, representing a substantial increase from the 200,000-token context window available with Claude Haiku 4.5. It can generate as many as 128,000 output tokens compared with the previous model's 64,000-token maximum, although thinking tokens are included within the configured output allowance. Browser use is available through the Claude API and Google Cloud, enabling developers to incorporate the model into workflows that require interaction with browser-based environments. Claude Haiku 5.5 uses the newer tokenizer found in Claude 4.7 and later models, resulting in approximately 30% more tokens for the same text compared with Claude Haiku 4.5, depending on the content. The model also changes several API behaviors, including replacing manual extended thinking with adaptive thinking, rejecting non-default sampling parameters and assistant-message prefills, and requiring updated computer-use tooling for supported environments.

Media

Media

Integrations Supported

Gemini platform
Google Cloud Platform

Integrations Supported

Gemini platform
Google Cloud Platform
Claude Duet
Claude Sheets
Claude Slides
Dart
GitAuto
GoLand
Google Antigravity
Kubernetes
Model Context Protocol (MCP)
R
Replit
Rider
Scalestack
Springhub
StackAI
Viktor
Visual Basic
Visual Studio Code

API Availability

Has API

API Availability

Has API

Pricing Information

$0.10 per 1M tokens (input)
$0.10 per 1 million tokens (input), no charge for output tokens
Free Version

Pricing Information

$0.10 per 1M tokens (input)
For prompts under 100K tokens, it's $0.10 input / $0.50 output per million tokens with cache reads at $0.01. Above 100K tokens, $0.50 input / output $2.50 per million, with cache reads at $0.05.

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

aistudio.google.com/docs/models/gemini-decision-1

Company Facts

Organization Name

Anthropic

Date Founded

2021

Company Location

United States

Company Website

claude.ai

Categories and Features

AI Decision Models

Not specified

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

AI Vision Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Multimodal Models

Not specified

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