Company
Alpaca
Sample prompts where it appears
What are the best sources of data for AI models?
Brands:Hugging Face Datasets,
Kaggle,
Papers With Code,
Openml,
Uci Machine Learning Repository
What are the best free algorithmic execution services for small desks testing speed and liquidity access?
Brands:Interactive Brokers,Ibkr,
Alpaca,Quantconnect,Tradier
What are the best free multi-asset trading systems for small quant teams testing a new trading stack?
Brands:Quantconnect Lean,Backtrader,Vectorbt,Nautilustrader,Freqtrade
What's the most trusted automated investing platform for a fintech team testing client onboarding and funding workflows?
Brands:Plaid,
Alpaca,Drivewealth,
Interactive Brokers,Tradier
Are there any websocket event stream APIs that support archive data and 99.9% uptime?
Brands:Polygon,
Intrinio,Twelve Data,Finnhub,Tiingo
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How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (8 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.