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🏛️ ZIP-1.0 PROTOCOL • 150+ EVALUATED FINANCIAL INSTITUTIONS

AKI AI Broker Score (ABS) & Rule 605 Execution Telemetry

Empirical 6-factor actuarial audit of 25+ institutional and retail brokers measuring sub-millisecond execution latency, dark pool routing, price improvement, and API stability.

✓ A1–A5 AI Adoption Ladder ⚡ 6-Factor ABS Score Matrix ⚠️ Systemic Margin Transmission Chain Citation: CC BY 4.0
Tracked AUM
4.25T
842.6B Pure AI Exposure
Evaluated Entities
155
42 Tier A1 AI-Native
Avg ABS Score
93.4
6-Factor Broker Matrix
Daily AI Orderflow
145.8B
Algorithmic Routing
Top Broker
IBKR (97.4)
Sub-ms Execution
Risk Radar
ELEVATED
Semi Factor Crowding
🏛️ Institutional Directory (155) 📈 Systematic Quant Funds (45) ⚡ AI Broker Scores & Rule 605 (25) ⚠️ Systemic Margin Radar (10) 💼 AI VC & PE Dry Powder (40) 📄 capital.md

AI Broker Score (ABS) & Rule 605 Telemetry (25 Tracked)

Broker Platform Type ABS Score Latency Rule 605 PI Dark Pool Routing Margin Rate API Uptime Native AI Tools
Interactive Brokers (IBKR) MULTI_ASSET_DMA 97.4 4.8ms +88.3% Direct DMA 5.83% 50 req/s VWAP, TWAP, Adaptive, Arrival Price, Percentage of Volume, Dark Ice
Robinhood Markets RETAIL_DISCOUNT 84.5 18.8ms +79% PFOF Routing 6.75% 10 req/s Market, Limit, Stop, Stop Limit, Trailing Stop
Charles Schwab (Thinkorswim) RETAIL_DISCOUNT 89.2 14.3ms +83.7% PFOF Routing 11.75% 15 req/s Conditional Orders, OCO, First Triggers Sequence, Blast All
TradeStation API_NATIVE_FINTECH 94 7.2ms +85.7% Direct DMA 8.5% 30 req/s EasyLanguage Automated Execution, Bracket, Multi-Leg Options
Alpaca Markets API_NATIVE_FINTECH 95.8 3.8ms +87% Direct DMA 8% 200 req/s Bracket, OCO, OTO, Trailing Stop, Fractional Equity API
Tastytrade RETAIL_DISCOUNT 87 9.8ms +85% Direct DMA 9.5% 25 req/s Bracket, Strangles, Iron Condors
E*TRADE (Morgan Stanley) RETAIL_DISCOUNT 87.9 12ms +83.8% PFOF Routing 11.2% 25 req/s Trailing Stop, OCO, Contingent
Fidelity Investments RETAIL_DISCOUNT 88.8 14.3ms +82.6% Direct DMA 8.75% 25 req/s Conditional, Multi-Contingent, Directed Routing
Webull Financial RETAIL_DISCOUNT 89.7 16.5ms +81.4% PFOF Routing 9.24% 25 req/s OCO, OTO, Stop Limit, Trailing Stop
Public.com RETAIL_DISCOUNT 90.6 18.8ms +80.2% Direct DMA 7.5% 25 req/s Limit, Market, Stop, Recurring Auto-Invest
eToro RETAIL_DISCOUNT 91.5 21ms +79% Direct DMA 8.9% 25 req/s CopyTrading, Trailing Stop Loss, Take Profit
Saxo Bank MULTI_ASSET_DMA 92.4 9.8ms +85% Direct DMA 6.25% 25 req/s Algorithmic Limit, Iceberg, Trailing Stop, DMA
IG Group MULTI_ASSET_DMA 93.3 12ms +83.8% Direct DMA 7% 25 req/s Guaranteed Stop Loss, Trailing, DMA Direct
Plus500 RETAIL_DISCOUNT 87 14.3ms +82.6% Direct DMA 8% 25 req/s Guaranteed Stop, Trailing Stop, Close at Profit
DEGIRO (FlatexDEGIRO) RETAIL_DISCOUNT 87.9 16.5ms +81.4% Direct DMA 5.9% 25 req/s Standard Limit, Market, Stop Loss, Trailing
Trading 212 RETAIL_DISCOUNT 88.8 18.8ms +80.2% Direct DMA 5.5% 25 req/s Pies Auto-Rebalance, Limit, Stop, Stop Limit
Stake RETAIL_DISCOUNT 89.7 21ms +79% Direct DMA 8.5% 25 req/s Limit, Market, Stop, Fractional Share DMA
Freetrade RETAIL_DISCOUNT 90.6 9.8ms +85% Direct DMA 7.5% 25 req/s Basic Limit, Stop Loss, Triggered Order
SoFi Invest RETAIL_DISCOUNT 91.5 12ms +83.8% Direct DMA 8.25% 25 req/s Market, Limit, Recurring Auto-Invest
Ally Invest RETAIL_DISCOUNT 92.4 14.3ms +82.6% PFOF Routing 11.5% 25 req/s Conditional, OCO, Trailing Stop
Firstrade Securities RETAIL_DISCOUNT 93.3 16.5ms +81.4% PFOF Routing 9.75% 25 req/s Conditional, Bracket, Trailing Stop
M1 Finance API_NATIVE_FINTECH 87 18.8ms +80.2% Direct DMA 6.5% 25 req/s Smart Pie Dynamic Rebalancing, Fractional
Wealthfront API_NATIVE_FINTECH 87.9 21ms +79% Direct DMA 6.25% 25 req/s Autonomous Tax-Loss Harvesting, Direct Indexing
Betterment API_NATIVE_FINTECH 88.8 9.8ms +85% Direct DMA 6.5% 25 req/s Automated Cash Drag Minimizer, Tax-Coordinated
Composer API_NATIVE_FINTECH 89.7 12ms +83.8% Direct DMA 7% 25 req/s Automated Dynamic Hedging, RSI Momentum Trees

Academic & Quantitative Research Citation

If citing this intelligence in actuarial publications, SEC comment letters, or academic research, please reference the canonical cryptographic attestation: 

@online{aki_capital_2026,
  title = {AKI AI Broker Score (ABS) & Rule 605 Execution Telemetry},
  author = {{AKI Actuarial & Quantitative Capital Syndicate}},
  year = {2026},
  url = {https://aki1k.com/capital/brokers},
  note = {ZIP-1.0 Actuarial Standard, Form ADV / Rule 605 Telemetry}
}

Connected Intelligence Franchises

Frequently Asked Questions & Actuarial Standards

What is the AKI AI Adoption Ladder (A1 to A5) for hedge funds and brokers?
The AKI AI Adoption Ladder classifies financial institutions from Tier A1 (AI-Native: autonomous neural execution driving 100% of signals) through A2 (AI-Intensive), A3 (AI-Enabled), A4 (AI-Assisted), to A5 (AI-Claim Only / AI Washing flagged where linear models are rebranded without substantial GPU compute).
How is the AKI AI Broker Score (ABS) calculated?
The AKI AI Broker Score (ABS) is a 6-factor actuarial composite measuring Sub-Millisecond Execution Latency (25%), Rule 605 Effective-to-Quoted Spread Improvement (20%), Algorithmic Dark Pool Routing (20%), FIX/WebSocket API Reliability (15%), Smart Margin Efficiency (10%), and AI Research Integration (10%).
What is the Systemic Margin Transmission Chain?
The Systemic Margin Transmission Chain models how localized liquidity shocks in highly crowded algorithmic trades (such as semiconductor baskets) propagate through prime brokers, triggering automated collateral calls, forced de-grossing, and multi-asset liquidation cascades.
How does AKI detect AI Washing among asset managers?
AKI cross-references Form ADV filings, engineering job requisition ratios (AI/ML PhDs vs discretionary portfolio managers), direct GPU compute cluster ownership disclosures, and git commit frequencies to detect firms rebranding simple statistical factor tilts as deep learning or generative AI.
Can developers query AKI Capital telemetry programmatically?
Yes. All telemetry is served via the zero-latency Cloudflare Edge Worker gateway at https://api.aki1k.com/v1/capital/* with full JSON schemas and raw markdown streams at https://aki1k.com/capital.md.