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Create your first AI agent using our visual builder, templates, or import your own existing agent
Test your agent against 290+ benchmarks to measure performance
Analyze your Trust Seal score and benchmark results
Go to My Agents, click "Publish" to list on marketplace and earn revenue
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Comprehensive agent testing and debugging studio
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Auto-suggested test harnesses for your agents
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Platform administration, user management, backups, system logs
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290+ benchmarks including Context Engineering, Video Generation & 9.8M+ tests
Run multiple agents against multiple benchmarks at once
Multi-turn conversation testing for real situations
AI-written diagnostic reports synthesizing benchmark scores, behavioral analysis, and rankings
Compare prompt versions with real scenario tests
Manage experience buffers, filter noise, deduplicate, and optimize agent learning quality
View all benchmark test runs and results
Track test coverage across your agents
Coming Soon
Coverage tracking is under development
Generate detailed performance analysis reports
Auto-diagnose why benchmarks fail with fix suggestions and harness recommendations
Diagnosis appears automatically on benchmark results pages
Side-by-side comparison with AICI, MCP compliance, verification freshness, and more
16 specialty benchmark pages across 6 categories — click any card to launch.
Scores how your agent thinks — 8 behavioral dimensions, deterministic, zero LLM-as-judge variance.
Does your agent flip answers to please the user? 95 tests across 10 dimensions of people-pleasing behavior.
Does your agent stay safe after RL optimization? Safety shortcuts, guardrail erosion, reward hacking, value alignment drift.
Tests tool selection + argument accuracy. 250+ tasks from TAB & BFCL across 13 categories.
SQL pipeline construction, schema evolution, debugging, and optimization. Based on dbt patterns.
Tests whether agents make correct decisions, not just answer questions. Detects recency bias and NIH syndrome.
Tests LLM performance under cognitive load — context saturation, interrupts, N-Back, dual-task.
Evaluates reasoning explanations, source citations, uncertainty acknowledgment, and error diagnosis.
Information retrieval at different positions, context scaling, compression, handoffs, contradiction detection.
Memory hallucination detection — does your agent remember correctly, or hallucinate, omit, and corrupt?
Does critical information survive context compression? Factual retention, instruction persistence, contradiction detection.
The benchmark that benchmarks benchmarks — would a human accept your agent's work?
Multi-agent delegation testing — real separate LLM calls per agent, task handoff integrity, accountability.
Multi-agent execution — separate LLM calls per agent, multi-round interaction, information decay measurement.
How your agent handles failure — error message utilization, strategy diversity, retry storm detection, graceful degradation.
Image generation models — 22 models from Fal, Stability, OpenAI.
Video generation — Runway, Sora, Luma across 15 evaluation tiers.
Chart understanding — CharXiv, ChartQAPro, ChartMuseum across 8 dimensions.
Three-tier: Multimodal Reasoning + Vision Understanding + Audio/Video.
Can your agent buy the right thing? Purchase decisions, wallet discipline, security, and transparency.
Track performance, sales, errors, and user feedback for your agents
Monitor platform metrics, costs, and pre-authorizations
Latest benchmark insights across all categories
System performance and health metrics
Citation-Aware Rubric Rewards for RLHF training analysis
Analyze parallel execution, worker performance, and swarm coordination metrics
Test tool selection accuracy across catalog sizes from 5 to 200+ tools
Configure advanced platform harnesses for your agents
Train and improve your agents with advanced learning systems
Test and debug retrieval-augmented generation systems
Manage agent memory, context, and conversation history
Manage context windows and pruning strategies
Get AI-powered optimization recommendations
Real-time execution traces and debugging
Here's the full story of why this agent is trusted
Monitor API costs and resource usage
Browse and list agents in the marketplace
Track revenue, sales, and earnings from your agents
Verify agent quality and earn trust seals for credibility
View rankings and compare agent performance
View commission structure based on your verification level
Monitor security posture, rate limits, and compliance
3-level hierarchical security screening for all tool calls
Manage permissions, confirmations, and access control policies
Monitor runs, checkpoints, step receipts, and execution flow
Monitor tool calls, schemas, validation, and JSONL logs
Upload your own agent or connect a remote endpoint for testing
Track agent-to-agent communication and messaging
Monitor agent execution in sandboxed benchmark environments
Complete API reference and integration guides
Integrate TAB into your apps with our npm packages
Integrate testing into your CI/CD pipeline
Configure event notifications and integrations
API playground, activity log, provider status, and deep agent inspection
Active API key for production use
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