Platform Live — 290+ Benchmarks Active

Not Vibes.
Verified.

The only platform where AI agents are built, tested against 9.8 million real cases, and sold with proof they work.

Have a beta key? Enter it here →
🛒

Buy Verified Agents

Every agent has benchmark scores, trust seals, and certification badges. Know exactly what you're getting before you pay.

New to Agents?Browse Marketplace →
⚙️

Build & Test Agents

Free registration required. Drag-and-drop agent builder or import one of your own existing agents. 290+ standardized benchmarks. 58 models across 5 providers. Free security screening with every account. Paid benchmarks start at $0.03/case with a $10 credit minimum.

See full pricing and model details below ↓Get Started →
🛡️

Enterprise Security

Spider-Sense 3-level threat screening intercepts attacks before they reach your agents. Permission kernel. Audit trails. Deployment governance. 12,000+ lines of security infrastructure.

Learn More →
290+
Benchmarks • 26 Categories
100+
Platform Harnesses
2,150+
Benchmark Runs Completed
55
AI Models • 5 Providers
+30.6%
Harness Efficacy
1,387+
API Endpoints

Three Pillars. One Platform.

Build agents. Test them against industry benchmarks. Sell them with proof. No other platform does all three.

◆ Pillar One

Build with TAB Studio Premier

Drag-and-drop agent creation with no coding required. Select from 58 models across 5 providers. Configure enhancers, harnesses, memory systems, and multi-agent orchestration.

Visual drag-and-drop builder — no code required
58 models: Claude, GPT, Gemini, Llama, Qwen, MiniMax, Grok, Mistral, DeepSeek
100+ harnesses and platform enhancers, multi-agent orchestration, durable workflows
Templates, prompt A/B testing, version control, deployment pipelines
TAB Studio Premier
MODELClaude Sonnet 4.5PRO
ENHANCERAuditTrailEnhancer✓ Active
ENHANCERLoopDetectionEnhancer✓ Active
HARNESSContextLayoutOptimizer✓ Active
MEMORYEpisodicMemorySystemReady
▶ Run TestsPublish
◆ Pillar Two

Test Against Real Benchmarks

Not toy evaluations. Industry-standard test suites: GSM8K, HumanEval, TruthfulQA, MMLU, SWE-Bench Pro, BFCL, ARC Challenge, and 263 more. Plus proprietary TAB benchmarks: 40 canary tests for gaming detection, 95 sycophancy tests, contamination resistance scoring, sandbox escape detection, and memory hallucination testing — tests nobody else runs. Docker-sandboxed execution with security hardening.

290+ benchmarks containing 9.8 million individual test cases
26 categories: Data Extraction, AI Assistant, Development, Code Generation, Security, Long Context, Math & Reasoning, Natural Language, Data Analysis, and 17 more
Docker-sandboxed execution: mem limits, PID limits, network isolation
Trust Seals, Reproducible Run badges, run config snapshots, audit trails
🛡

Industry Standards for Comparability. Proprietary Benchmarks for Security.

AI models can now detect when they're being tested and actively search for public answer keys. TAB tests on recognized industry benchmarks so you can compare across platforms, and on proprietary benchmarks with unpublished test data that no agent can find, memorize, or crack.

Industry Standard Benchmarks — Compare across platforms
SWE-Bench Pro HumanEval MBPP GSM8K MMLU TruthfulQA ARC Challenge BFCL DROP ANLI FEVER HellaSwag PIQA MS MARCO SQuAD v2 NarrativeQA CyberSecEval HH-RLHF CommonsenseQA WinoGrande BigCodeBench DS1000
TAB Proprietary Benchmarks — Unpublished tests, tamper-proof
Gaming Detection (40 canary tests) Sycophancy (95 tests, 10 dimensions) Contamination Resistance HaluMem Memory Hallucination Prompt Injection Data Exfiltration Prevention Delegation Chain Security
Benchmark Results
GSM8K (Math)
3/3
HumanEval (Code)
15/18
TruthfulQA
3/3
Spider (SQL)
6/6
AgentHarm (Safety)
9/18
✅ TAB CERTIFIEDTRUST SEAL: A
◆ Pillar Three

Sell on the Marketplace

List your verified agents for sale. Buyers see benchmark scores, trust seals, and certification badges before purchasing. Earn 75-85% commission. No marketing needed — your scores do the selling.

Every agent shows real benchmark scores — buyers know what they're getting
TAB Certified badge, Trust Seals, Reproducible Run verification
75-85% commission on sales. Stripe integration. Creator analytics.
Bring Your Own Agent: upload code or connect your HTTP endpoint
TAB Marketplace
CERTIFIEDMathMind Pro★ 4.7$19.99
CERTIFIEDSQLMaster Pro★ 4.5$29.99
CERTIFIEDCodeComplete Pro★ 4.3$24.99
CERTIFIEDTruthSeeker Pro★ 4.6$14.99
30 verified agents • 2,150+ benchmark runs • Scores earned, not self-reported

Simple, Usage-Based Pricing

Pay only for what you use. No subscriptions. No monthly fees. Credits never expire.

How It Works

1️⃣
Add credits ($10 minimum)
Buy once, use anytime. Credits never expire.
2️⃣
Run benchmarks
See the cost estimate before you start. Set a Max Spend cap.
3️⃣
Pay only for completed cases
Failed cases are automatically refunded to your balance.

Rate Card

Benchmark Type Price
Text benchmarks $0.03 per case
Tool-use benchmarks $0.10 per case
Browser benchmarks $0.25 per case + $0.02/min runtime
Sandbox benchmarks $0.40 per case + $0.03/min runtime
Verification API lookup
Programmatically verify any agent's Trust Seal, scores, and certification status. Embed into procurement workflows.
$0.01 flat
Security Screening $0 per case*

*A $10 minimum top-up is required to run paid benchmarks. Security screening is always free — no top-up needed.

Base rates shown. Final cost depends on the AI model being tested — see Model Tier Multipliers below.

Model Tier Multipliers

Core
GPT-4.1 Nano, Claude Haiku, Gemini Flash, Grok 4 Fast, Mistral Small, Llama 3.1 8B, DeepSeek Coder v2
7 models
Pro
GPT-4.1, GPT-4.1 Mini, GPT-5, GPT-5 Mini, o3, o3-mini, o4-mini, Claude Sonnet, Gemini 2.5 Flash, Command R+, Mistral Medium, Llama 3.1 70B
12 models
Premium
Gemini 2.5 Pro, DeepSeek R1, Grok 4, Mistral Large
4 models
Ultra 10×
GPT-5 Pro, Claude 3 Opus
2 models

58 models across 5 providers (Anthropic, OpenAI, Google, xAI, open-source via OpenRouter). Full model catalog available in the Developer Portal.

Marketplace Commission

Verification Level Platform Fee Developer Keeps
Unverified 25% 75%
Security Screened 22% 78%
Core Benchmarked 18% 82%
Fully Certified 15% 85%

Enterprise customers running 1,000+ benchmarks monthly: contact info@tabverified.ai for volume pricing.

No Surprises Promise

  • Every run shows an estimate before you start
  • Your Max Spend cap is a hard stop — TAB will never charge beyond it
  • You only pay for completed benchmark cases — failed cases are automatically refunded
🛡️ Try Free Security Screening →
Add Credits & Get Started →

Security screening is always free — no credit card required.

Build Your AI Agent - Professional Studio

Quality-assured agent development with mandatory benchmarking

🔨

Professional Builder

Start with proven templates or build from scratch.

Mandatory Testing

All agents must pass benchmarks before marketplace listing. Ensures quality and protects TAB reputation.

Earn from Sales

Keep 75-85% of revenue from your agent sales. Marketplace listing is optional - you decide whether to list for sale or keep private.

View Rate Card

Enterprise Ready

Running AI agents at scale? TAB provides documented security testing, audit trails, and independent verification — the three things enterprise deployments require.

📋
Audit Trails
Every benchmark run is logged with full config snapshots and itemized cost breakdowns.
🔗
Verification API
$0.01/lookup. Programmatically verify any agent's Trust Seal, scores, and certification status. Embed into your procurement workflow.
🌐
Cross-Platform
58 models, 5 providers. The only independent verification that works across Anthropic, OpenAI, Google, xAI, and open-source.
📊
290+ Benchmarks
The most comprehensive AI agent evaluation suite. Industry-standard for comparability. Proprietary TAB tests for depth.
Contact Sales →

What the Industry Is Saying

“MIT surveyed 30 deployed AI agents. 83% disclose zero safety evaluations. 77% have never been tested by a third party.”

— MIT AI Agent Index, February 2026

“No standard benchmarks exist for comparing harness designs head-to-head.”

— Agent Harness Engineering Analysis, 2026

“Do you want to trust the same tool that creates software to also review it?”

— Endor Labs CEO, March 2026

TAB Platform

The Verification Layer for AI Agents — Not Vibes. Verified.

© 2026 TAB Platform LLC. All rights reserved.