Clef-flash

Clef-flash

Cloudflare
+
+

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About

Clef-flash is a fast 9B multimodal decision model that turns a state and a schema of typed questions into structured decisions. It can read state information as text, JSON, images, or video and returns a probability for every allowed option of every question. The model supports a 24,576-token context window and vision input, allowing developers to evaluate structured application data and visual content within the same workflow. Clef Flash supports three typed question formats: noul for estimating the probability that a proposition is true, choice for selecting among predefined options with per-option probabilities, and score for evaluating an input against ordered criteria and returning a probability-weighted score. Applications can submit from 1 to 64 questions in a single request, with answers returned under the same question IDs. Example uses include deciding whether a support request is urgent, routing it to the correct team, and scoring the severity of customer impact.

About

Gemini 3.1 Flash-Lite is Google’s fastest and most cost-efficient model in the Gemini 3 series, designed for high-volume developer workloads. It delivers strong performance at scale while maintaining affordability, with pricing set at $0.25 per million input tokens and $1.50 per million output tokens. The model significantly improves speed, offering a 2.5x faster time to first answer token and a 45% increase in output speed compared to Gemini 2.5 Flash. Despite its lower cost tier, it achieves high benchmark results, including an Elo score of 1432 and strong performance across reasoning and multimodal evaluations. Gemini 3.1 Flash-Lite supports adaptive “thinking levels,” allowing developers to control how much reasoning power is used for different tasks. It is suitable for large-scale applications such as translation, content moderation, user interface generation, and simulation building.

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

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

Audience

Developers and AI application teams in search of a tool to classify, score, route, and evaluate text, structured data, images, or video with a fast multimodal decision model

Audience

Gemini 3.1 Flash-Lite is designed for developers, AI engineers, and enterprise teams who need a fast, cost-effective model for high-volume, real-time applications at scale

Support

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

Support

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

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

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

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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

Training

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

Training

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

Company Information

Cloudflare
Founded: 2009
United States
developers.cloudflare.com/workers-ai/models/clef-flash/

Company Information

Google
Founded: 1998
United States
gemini.google.com

Alternatives

Clef

Clef

Cloudflare

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Categories

AI Decision Models Supported

Categories

AI Coding Models Supported
AI Models Supported
Foundation Models Supported
Multimodal Models Supported

Integrations

Python Supported
TypeScript Supported
Agent Platform Vision Not Supported
Biela.dev Not Supported
Bind AI Not Supported
Dessix Not Supported
Gemini 3 Pro Image Not Supported
Gemini Code Assist Not Supported
Gemini Notebook Not Supported
GitHub Copilot Not Supported
Google AI Plus Not Supported
Google Opal Not Supported
Julia Not Supported
NextDocs Not Supported
NinjaTools.ai Not Supported
OpenTag Not Supported
Oz Not Supported
Replit Not Supported
Shiori Not Supported
iMini Not Supported

Integrations

Python Supported
TypeScript Supported
Agent Platform Vision Supported
Biela.dev Supported
Bind AI Supported
Dessix Supported
Gemini 3 Pro Image Supported
Gemini Code Assist Supported
Gemini Notebook Supported
GitHub Copilot Supported
Google AI Plus Supported
Google Opal Supported
Julia Supported
NextDocs Supported
NinjaTools.ai Supported
OpenTag Supported
Oz Supported
Replit Supported
Shiori Supported
iMini Supported
Claim Clef-flash and update features and information
Claim Clef-flash and update features and information
Claim Gemini 3.1 Flash-Lite and update features and information
Claim Gemini 3.1 Flash-Lite and update features and information