Fluq vs. Netra Comparison


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About Fluq is an AI agent observability and orchestration platform designed to give teams full visibility and control over how their AI agents operate in real time. It acts as a centralized “single pane of glass” where every agent action, LLM calls, tool usage, file operations, token consumption, and associated costs are tracked and visualized through detailed waterfall traces. By routing all agent requests through a lightweight proxy, Fluq requires minimal setup and works with any LLM provider or agent framework, allowing organizations to integrate it into existing systems without modifying code. It enables teams to inspect each decision an agent makes, drill into execution steps, and understand exactly how outcomes are generated, improving transparency and debuggability. It also includes governance features such as policy enforcement, spend limits, approval gates, and access controls, helping prevent issues like runaway costs, misuse of tools, or inaccurate outputs.	About Netra is the reliability platform for AI agents to observe, evaluate, simulate, and continuously improve every decision your agents make, so you can ship with confidence and catch regressions before your users do. Core Capabilities 1. Observability: Full-fidelity tracing for multi-step, multi-agent, multi-tool workflows. Every reasoning step, LLM call, tool invocation, and retrieval captured with inputs, outputs, timing, and cost. 2. Evaluation: Automatic quality scoring on every agent decision. Built-in rubrics plus custom LLM-as-judge and code evaluators, online evals on live traffic, and CI gates that block regressions. 3. Simulation: Stress-test agents against thousands of real and synthetic scenarios before production. Diverse personas, A/B comparison against a baseline, quantified confidence before any user is exposed. 4. Prompt Management — Every prompt versioned, diffed, lineage-tracked, and rollback-safe. Every production response traces back to the exact prompt version
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience AI engineering and platform teams who need to monitor, control, and optimize large fleets of autonomous AI agents across different tools and environments	Audience Teams building AI agents and Agentic AI products
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing $29 per month Free Version Free Trial	Pricing $39/month Free Version Free Trial
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 Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Fluq United States fluq.ai/	Company Information Netra Founded: 2025 getnetra.ai/
Alternatives Vivgrid	Alternatives Maxim
AgentScope	Vivgrid
Convo	Lucidic AI
Netra	Respan
AgentOps View All	Langfuse View All
Categories Agentic AI AI Agent Observability	Categories AI Agent Observability

Integrations Anthropic Claude Claude Code Codex CLI CrewAI Google Cloud Platform LangChain OpenAI View All 8 Integrations	Integrations Anthropic Claude Claude Code Codex CLI CrewAI Google Cloud Platform LangChain OpenAI
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