LogicGaze
LogicGaze is an AI observability platform for tracing LLM activity, evaluating outputs, applying guardrails and tracking costs.
What LogicGaze is
LogicGaze is an AI observability platform for tracing LLM activity, evaluating outputs, applying guardrails and tracking costs. It captures agent steps, tool calls, retrievals, embeddings and model calls in structured trace trees with real-time streaming. Production traces can be turned into test cases, scored with LLM-as-Judge or human review, compared in experiments and assessed by online evaluators. Its policy engine can detect and redact PII, identify prompt injection and jailbreaks, filter harmful content and record enforcement actions. Cost reporting attributes token spending by model, user and project, with budget periods and alerts. LogicGaze also scans code, secrets, dependencies, import graphs and infrastructure-as-code; its scanner advertises 120+ SAST rules across 24 vulnerability categories and 60+ secret-detection patterns. It supports numerous model providers and frameworks, with Python and TypeScript SDKs. The product is available via web and API, or can be self-hosted with Docker. Its free plan costs nothing and requires no credit card.
Good
- Traces cover agents, tools, retrievals and LLM calls.
- Production traces can become evaluation test cases.
- Guardrails detect and redact PII.
- Cost tracking includes budgets and alerts.
- Offers web, API and Docker self-hosting.
Watch out
- Free plan is the only listed plan.
- The scanner's rule and pattern counts are advertised figures.
Who it suits
LogicGaze suits teams building or operating LLM applications that need tracing, evaluation, guardrails or cost tracking. It also addresses teams seeking security scanning or self-hosting on their own infrastructure.
Verdict
LogicGaze combines observability, evaluation, policy enforcement, cost tracking and security scanning in a free plan. Teams can use the web or API, or deploy on their own infrastructure with Docker.
Plans and prices
From LogicGaze's own pricing page, checked 2 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Free | Free | No credit card required · 5 min setup |
The facts
Each one read from LogicGaze's own pages, with the date it was checked.
What it does
- Alerts
- Threshold alerts cover error rates, latency spikes, and cost overruns and can be sent by email, Slack, or webhook.checked 2 Oct 2026
- API
- The documentation describes a REST API for traces, projects, guardrail configuration, and the AI gateway proxy.checked 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.checked 2 Oct 2026
- Evaluations
- It converts production traces into test cases and supports LLM-as-Judge scoring, human review, experiment comparison, and online evaluators.checked 2 Oct 2026
- Framework integrations
- Framework integrations include LangChain, LangGraph, CrewAI, Pydantic AI, Vercel AI SDK, LiteLLM, and OpenTelemetry.checked 2 Oct 2026
- Guardrails
- Its policy engine detects and redacts PII, detects prompt injection and jailbreaks, filters harmful content, and records enforcement actions.checked 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.checked 2 Oct 2026
- Purpose
- LogicGaze is an AI observability platform for tracing LLM calls, evaluating outputs, enforcing guardrails, and tracking costs.checked 2 Oct 2026
- SAST coverage
- The security scanner advertises 120+ SAST rules across 24 vulnerability categories.checked 2 Oct 2026
- SDKs
- LogicGaze provides native Python and TypeScript SDKs, including zero-configuration instrumentation for OpenAI and Anthropic.checked 2 Oct 2026
- Secret detection
- The platform advertises 60+ secret-detection patterns covering credentials such as AWS, GCP, Azure, OpenAI, GitHub, and Stripe keys.checked 2 Oct 2026
- Security scanning
- It provides SAST, secret detection, dependency CVE matching, import-graph scanning, and infrastructure-as-code scanning.checked 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.checked 2 Oct 2026
Money
- Cost tracking
- It attributes token costs by model, user, and project, with budget periods, spend alerts, and provider comparisons.checked 2 Oct 2026
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