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

FraudScore is an independent anti-fraud solution developed by a team of ad fraud experts, data scientists and digital marketers. FraudScore is trusted by the industry leaders since 2016 and it works with both mobile and desktop traffic, providing protection against ad fraud in all its forms. Instead of a black-and-white verdict — “fraud” or “not fraud” — FraudScore applies a so-called “fraud score” method. Each install or conversion, channel, traffic source, offer, etc… gets a specific fraud score — an evaluation that shows the probability and severity of ad fraud, with a deep and detailed explanation of fraud patterns found. This unique approach gives clients a reliable way to build strong fraud cases and explain their position for every incident, while also allowing room for negotiations. FraudScore provides full-stack platform for detecting ad fraud on every stage of ad funnel - from prebid requests, impressions and clicks analysis to installs, conversion and events scoring.

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

Affiliate Agencies, Direct Advertisers, Mobile Developers, Ad Networks, Marketing Agencies

Support

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

Support

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

$290 per month
Different rates for Clicks, Installs and Conversions.
Personal rates for mobile developers.
Free Version Not Supported
Free Trial Supported

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:

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 4.0 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • Super effective and easy to set up; Good communications with the team and support. They helped us set the integration, and managed to find a solution for our special requests; Free option to invite our partners to reports - nice bonus!

Cons

  • Had to make a special request for our integration. Done on time)

Training

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

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Supported

Company Information

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

Company Information

FraudScore
Founded: 2016
Spain
www.fraudscore.ai

Alternatives

Clef

Clef

Cloudflare

Alternatives

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HUMAN Ad Fraud Defense

HUMAN Security
Jev

Jev

TypeSafe AI
mFaaS

mFaaS

mTraction
Solar Decide

Solar Decide

Upstage
SILA

SILA

Gustafsson Cyber Group Ltd

Categories

AI Decision Models Supported

Categories

Ad Fraud Detection Supported
Click Fraud Supported
Fraud Detection Supported

Click Fraud Features

Account Alerts Supported
Activity Monitoring Supported
IP Address Monitoring Supported
IP Blocking Supported
Keyword Tracking Supported
Refund Management Not Supported
Risk Assessment Not Supported
Time on Site Tracking Not Supported

Fraud Detection Features

Access Security Management Not Supported
Check Fraud Monitoring Supported
Custom Fraud Parameters Supported
For Banking Supported
For Crypto Supported
For eCommerce Supported
For Insurance Industry Not Supported
Internal Fraud Monitoring Not Supported
Investigator Notes Not Supported
Pattern Recognition Not Supported
Transaction Approval Not Supported

Integrations

FlashClick Not Supported
Markdown Supported
Python Supported
TypeScript Supported

Integrations

FlashClick Supported
Markdown Not Supported
Python Not Supported
TypeScript Not Supported
Claim Clef-flash and update features and information
Claim Clef-flash and update features and information
Claim FraudScore and update features and information
Claim FraudScore and update features and information