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Multi Agent Orchestration Coding Agents Foundation Model Providers LLM Ops Observability Llms Foundation Models Agent Platforms Frameworks Building Tools Agent Platforms Orchestration AI Agents

Fiddler AI

✓ verifiedFreemium

Enterprise AI observability and security platform to monitor, evaluate, and govern agentic and ML systems with guardrails.

51K visits/mo

Qoder

✓ verifiedFreemium

Agentic AI platform with a coding desktop app, CLI, and cloud agents for autonomous software development and office work.

2.7M visits/mo32K saves

chatglm.cn

4.4M visits/mo

Glean

✓ verifiedPaid

Enterprise Work AI platform for company-wide search, an AI assistant and building governed agents across 250+ connectors.

3.2M visits/mo

Claude

✓ verifiedFreemium

Anthropic's AI assistant for writing, coding, and analysis across web, mobile, and desktop, plus a developer API.

22M visits/mo231K saves

Pricing

Free: $0 (real-time guardrails)

Developer: $0.002 per trace

No public pricing

Free trial available

No public pricing

Free: $0

Pro: $17/month billed annually ($200 up front), or $20/month

Max: From $100/month

Team: $20/seat/month billed annually ($25 monthly); premium seats $100/seat/month annually ($125 monthly)

Enterprise: Contact sales

Core features

✦End-to-end agentic and ML observability
✦Real-time guardrails (hallucination, PII, jailbreak)
✦Continuous evaluations and custom judges
✦Root-cause analysis and decision lineage
✦AI governance, risk, and compliance controls
✦Flexible SaaS, VPC, or on-prem deployment

✦Multi-agent collaboration for end-to-end tasks
✦Persistent memory and custom rules
✦Extensible skills and plugins
✦Rich context across code, images, and directories
✦Automatic codebase documentation generation
✦Terminal-native CLI and JetBrains IDE plugin
✦Cloud-hosted agents for enterprise use

✦Dialogue with GLM large model
✦AI search
✦AI drawing
✦AI reading
✦AI-generated video (沉思清影-AI生视频)
✦AI-generated PPT
✦Data analysis tools
✦Code assistance (代码速写)
✦Intelligent agents

✦Enterprise search across company apps
✦Personal AI assistant grounded in work data
✦Agent builder, orchestration and governance
✦250+ connectors and actions
✦Enterprise knowledge graph and hybrid search
✦Security controls for scaling AI

✦Conversational writing and editing
✦Code generation and debugging (Claude Code)
✦Data analysis and visualization
✦Web search plus memory across chats
✦Connectors and remote MCP integrations
✦Extended thinking for complex tasks

Use cases

→Monitoring production AI agents
→Enforcing safety guardrails on LLM apps
→Evaluating and debugging model behavior
→Governance and compliance for enterprise AI

→Autonomous feature development in large codebases
→Terminal-based AI pair programming
→Cross-department task automation for legal, finance, HR
→Onboarding developers to unfamiliar codebases

→Engaging in conversations with an AI model
→Generating images and videos using AI
→Creating presentations with AI assistance
→Analyzing data with AI tools
→Assisting with code development

→Search across all company knowledge
→Answer employee questions with grounded AI
→Build and deploy custom AI agents
→Automate cross-system workflows

→Drafting and refining written content
→Building and debugging software
→Analyzing datasets for insights
→Research and learning support
→Team and enterprise automation

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