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About

LayerLens is an independent AI model evaluation platform for understanding how models perform through verified results across benchmarks, prompt-level results, agentic benchmarks, and audit-ready comparisons across vendors. It helps teams compare more than 200 AI models side by side, with transparent benchmarks, model comparison tools, and consistent evaluation methods for accuracy, latency, behavior, and real-world applicability. LayerLens is built for deep model analysis through Spaces, where teams can group benchmarks and evaluations, explore task strengths, and track performance patterns in context. It supports continuous evaluation by running ongoing evals across model versions, prompt changes, judge updates, and live traces, helping teams detect quality regressions, drift, silent failures, contamination, and policy issues before they affect production.

About

iFixAi is an independent auditing platform for AI agents designed to test whether an agent does the job it was assigned, stays within its permissions, follows required workflows and approvals, respects organizational roles and boundaries, and produces behavior that can be reproduced and defended. It goes beyond observability, evals, and benchmarks by examining whether an agent can still expose confidential information, override decisions, misuse tools, or act without authorization even when standard checks look good. Its multifaceted audits cover more than 64 categories of AI misalignment across AI red teaming, operational assurance, philosophical, ethical, and sociological dimensions, including prompt injection, policy violations, tool invocation governance, principal fidelity, epistemic integrity, fairness governance, stakeholder conflict, influence, and systemic risk. Teams can connect agents through GitHub or MCP without first building a manual eval harness or embedding an SDK.

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

AI engineering and governance teams that need transparent, continuous evaluations to compare models, monitor production behavior, and reduce risk before deployment

Audience

Enterprise, AI, security, and governance teams looking for a solution to audit AI agents for trustworthy behavior, policy compliance, authorization boundaries, and operational risk

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 Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version 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

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

Review this Software

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 Not 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

LayerLens
United States
stratix.layerlens.ai/

Company Information

iFixAi
United Kingdom
www.ifixai.ai/

Alternatives

DeepEval

DeepEval

Confident AI

Alternatives

Ante

Ante

Antigma Labs
Phinite

Phinite

Phinite AI
Galileo

Galileo

Cisco
Flint AI

Flint AI

SandboxAQ

Categories

LLM Evaluation Supported

Categories

Agentic AI Supported

Integrations

AI21 Studio Supported
Amazon Web Services (AWS) Supported
Anthropic Supported
Cohere Supported
Databricks Supported
DeepSeek Supported
GitHub Not Supported
Google AI Mode Supported
Meta AI Supported
Microsoft 365 Supported
Mistral AI Supported
Model Context Protocol (MCP) Not Supported
NVIDIA AI Data Platform Supported
OpenAI Supported
Perplexity Supported
Qwen Supported

Integrations

AI21 Studio Not Supported
Amazon Web Services (AWS) Not Supported
Anthropic Not Supported
Cohere Not Supported
Databricks Not Supported
DeepSeek Not Supported
GitHub Supported
Google AI Mode Not Supported
Meta AI Not Supported
Microsoft 365 Not Supported
Mistral AI Not Supported
Model Context Protocol (MCP) Supported
NVIDIA AI Data Platform Not Supported
OpenAI Not Supported
Perplexity Not Supported
Qwen Not Supported
Claim LayerLens and update features and information
Claim LayerLens and update features and information
Claim iFixAi and update features and information
Claim iFixAi and update features and information