Research-grade market briefs from one prompt.
Start with a ticker or theme. nipux runs a multi-step research loop and returns a clear, decision-ready brief with catalysts, risks, and confidence.
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Investment teams use nipux to turn a single ticker or theme into a structured brief with catalysts, risk vectors, and confidence framing that keeps every decision conversation anchored in evidence.
Highest signal quality across market research workflows
Best-in-class performance for stock research tasks benchmarked on a shared evaluation framework.
Stock Prediction Accuracy
Measured across repeated ticker and theme prompts with identical context and scoring criteria.
stock prediction accuraccy
93%
nipux
29%
ChatGPT
34%
Perplexity
27%
Claude
model providers
Live research trace
Same tool-call sequence shown in workspace chat, presented as a guided run.
Analyze NVDA for a 6-month swing position.
Built a directional brief with catalysts, risks, and confidence framing. Here is the exact tool flow from the run.
Thinking: reviewing evidence and planning next tool calls
Tool start: get_price_snapshot {"ticker":"NVDA"}
Tool end: get_price_snapshot (194ms) → price: 912.64 · volume: 38120000 · datetime: 2026-02-08
Tool start: financial_search {"query":"NVDA earnings guidance data center demand"}
Tool end: financial_search (521ms) → items: 6
Tool start: web_search {"query":"NVIDIA supply constraints and hyperscaler AI spending outlook"}
Tool end: web_search (603ms) → items: 8
Compiling report
Done
Summary
NVIDIA (NVDA)
Base case remains constructive on AI demand and margin resilience, with execution risk centered on hyperscaler capex pacing.
Outperform
Current step: Scoping the prompt
1 / 5 summary signals built
Pricing
Plans that scale with your research volume.
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