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LogicGaze

Free plan APISelf-hostedWeb

What LogicGaze is

LogicGaze brings tracing, evaluation, guardrails, cost tracking, and security scanning together for applications built with large language models. It captures LLM calls, agent steps, tool calls, retrievals, and embeddings in structured trace trees, with real-time streaming capture. Teams can turn production traces into test cases, apply LLM-as-Judge scoring or human review, compare experiments, and run online evaluators. Its policy engine can detect and redact PII, identify prompt injection and jailbreaks, filter harmful content, and record enforcement actions. Cost attribution can be organized by model, user, and project, with budget periods, spend alerts, and provider comparisons. Security scanning covers source code, secrets, dependency CVEs, import graphs, and infrastructure-as-code. The scanner advertises 120+ SAST rules across 24 vulnerability categories and 60+ secret-detection patterns. LogicGaze connects to a range of model providers and frameworks, and provides native Python and TypeScript SDKs, including zero-configuration instrumentation for OpenAI and Anthropic. It is available on the web and through an API, and Docker deployment on customer infrastructure provides control over data and configuration. The Free plan costs nothing and requires no credit card.

Who it suits

LogicGaze suits teams building or operating LLM applications that need to inspect agent activity, evaluate outputs, and apply policy controls. It also fits teams that want cost attribution and security scanning alongside observability, with web, API, or self-hosted access.

What it does well

Structured traces cover LLM calls, agent steps, tools, retrievals, and embeddings.
Production traces can become test cases for evaluation.
Guardrails detect and redact PII and flag prompt injection.
Cost attribution includes budgets and spend alerts.
Docker deployment supports customer infrastructure and data ownership.

What to know first

The listed plan is a free plan; no paid plan details are given.
Self-hosting requires deployment on customer infrastructure with Docker.

Plans

Plan	Billed and limits	Price
Free	No credit card required · 5 min setup	Free

As logicgaze.com lists them, read 2 Oct 2026. The maker's own page has the final word.

Getting started

Open the LogicGaze website.
Choose web or API access, or deploy on your own infrastructure with Docker.
Use the native Python or TypeScript SDK to connect an application.
Connect supported model providers and frameworks as needed.
Start with the Free plan; no credit card is required.

Verdict

Choose LogicGaze if your team needs LLM tracing combined with evaluations, guardrails, cost controls, and security scans. Teams seeking delivery-specific workflows or a service without deployment and configuration responsibilities may prefer another fit.

Questions

Does LogicGaze have a free plan?

Yes. Its Free plan costs nothing, and no credit card is required.

Which platforms does LogicGaze support?

It is available on web, through an API, and as a self-hosted deployment.

Can LogicGaze be self-hosted?

Yes. It can be deployed on customer infrastructure with Docker for data ownership and configuration control.

Which model providers does it integrate with?

Supported providers include OpenAI, Anthropic, Google Gemini, Azure OpenAI, Mistral, Cohere, Groq, Amazon Bedrock, DeepSeek, xAI Grok, Ollama, Together AI, Perplexity, Meta Llama, and HuggingFace.

Which frameworks and SDKs are supported?

Framework integrations include LangChain, LangGraph, CrewAI, Pydantic AI, Vercel AI SDK, LiteLLM, and OpenTelemetry. Native SDKs are available for Python and TypeScript.

Facts from LogicGaze's own pages

Alerts: Threshold alerts cover error rates, latency spikes, and cost overruns and can be sent by email, Slack, or webhook. · logicgaze.com, 2 Oct 2026
API: The documentation describes a REST API for traces, projects, guardrail configuration, and the AI gateway proxy. · docs.logicgaze.com, 2 Oct 2026
Cost tracking: It attributes token costs by model, user, and project, with budget periods, spend alerts, and provider comparisons. · logicgaze.com, 2 Oct 2026
Distributed tracing: It traces agent steps, tool calls, retrievals, embeddings, and LLM calls in structured trace trees with real-time streaming capture. · logicgaze.com, 2 Oct 2026
Evaluations: It converts production traces into test cases and supports LLM-as-Judge scoring, human review, experiment comparison, and online evaluators. · logicgaze.com, 2 Oct 2026
Framework integrations: Framework integrations include LangChain, LangGraph, CrewAI, Pydantic AI, Vercel AI SDK, LiteLLM, and OpenTelemetry. · docs.logicgaze.com, 2 Oct 2026
Guardrails: Its policy engine detects and redacts PII, detects prompt injection and jailbreaks, filters harmful content, and records enforcement actions. · logicgaze.com, 2 Oct 2026
Integrations: Supported providers include OpenAI, Anthropic, Google Gemini, Azure OpenAI, Mistral, Cohere, Groq, Amazon Bedrock, DeepSeek, xAI Grok, Ollama, Together AI, Perplexity, Meta Llama, and HuggingFace. · docs.logicgaze.com, 2 Oct 2026
Purpose: LogicGaze is an AI observability platform for tracing LLM calls, evaluating outputs, enforcing guardrails, and tracking costs. · logicgaze.com, 2 Oct 2026
SAST coverage: The security scanner advertises 120+ SAST rules across 24 vulnerability categories. · logicgaze.com, 2 Oct 2026
SDKs: LogicGaze provides native Python and TypeScript SDKs, including zero-configuration instrumentation for OpenAI and Anthropic. · logicgaze.com, 2 Oct 2026
Secret detection: The platform advertises 60+ secret-detection patterns covering credentials such as AWS, GCP, Azure, OpenAI, GitHub, and Stripe keys. · logicgaze.com, 2 Oct 2026
Security scanning: It provides SAST, secret detection, dependency CVE matching, import-graph scanning, and infrastructure-as-code scanning. · logicgaze.com, 2 Oct 2026
Self-hosting: The documentation says LogicGaze can be deployed on a customer's own infrastructure with Docker for full data ownership and configuration control. · docs.logicgaze.com, 2 Oct 2026

Where LogicGaze stands on Freedom251

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