๐ Benchmarks
Performance Comparison
RCT SignedAI achieves 99.7% accuracy vs 85% for single LLM, with 60% cost savings, full audit trails, and cryptographic signing.
0%
Accuracy
0.0%
Hallucination Rate
0%
Cost Savings
<0ms
Response Latency
Interactive Dashboard
Switch between Radar and Bar views to compare RCT SignedAI against Single LLM across key dimensions.
Performance Metrics
Accuracy
RCT SignedAI99.7%
Single LLM85%
Hallucination Rate
RCT SignedAI0.3%
Single LLM15%
Response Latency
RCT SignedAI<200ms
Single LLM~300ms
Cost Efficiency
RCT SignedAI60% savings
Single LLMBaseline
Audit Trail
RCT SignedAIFull
Single LLMNone
Cryptographic Signing
RCT SignedAIYes
Single LLMNo
Feature Comparison
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FeatureRCTSingle LLM
Multi-LLM Orchestration
Cross-Verification
Dynamic Model Routing
Persistent Memory (RCTDB)
Cryptographic Signatures
Complete Audit Trails
Intent Understanding (FDIA)
Self-Evolution (Genome)
Basic Text Generation
Single Model API
Platform Comparison
How RCT Ecosystem stacks up against LangChain and AutoGPT across enterprise-critical capabilities.
โ scroll to see all platforms โ
Capability
RCT Ecosystem
LangChain
AutoGPT
Hallucination Rate
0.3%
~12โ15%
~10โ20%
Accuracy Rate
99.7%
~85%
~80%
Cryptographic Audit Trail
โ Full
โ None
โ None
Multi-LLM Consensus
โ Up to 8 LLMs
~ Manual wiring
โ Single model
Persistent Memory
โ RCTDB v2.0
~ Plugin-based
~ Limited
Response Latency
<200ms
~350โ600ms
~500msโ2s
Cost per Query
60% less vs baseline
Baseline
+20โ40% overhead
Enterprise Compliance
โ Full audit+sign
โ DIY only
โ None
Intent-Centric Processing
โ FDIA equation
โ Prompt-centric
โ Goal-decomp only
Self-Evolution (Learning)
โ 7-Genome system
โ Static chains
~ Experimental
* Data based on internal benchmarks (2025). LangChain and AutoGPT figures based on publicly available research.
Test Infrastructure v5.4.5
First ever 0-failure milestone across the entire test suite โ March 21, 2026
4,849
Passed
0
Failed
6,738+
Total Tests
0.92
FDIA Accuracy
FDIA accuracy 0.92 vs industry average ~0.65. Test pyramid: Unit โ Integration โ Contract โ Component โ API โ E2E โ Performance โ Security (8 levels). Zero failures across 6,738+ tests represents the first clean run in project history.
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