Extruct AI vs FutureSearch: Which is Better in 2026?
A comprehensive comparison of Extruct AI and FutureSearch covering features, pricing, use cases, and which tool is the right choice for your needs.
⚡ Quick Verdict
Choose Extruct AI if:
- →You need every returned answer carries its source, so claims are checkable rather than asserted or curated 10m-company index plus live-web deep search for criteria no index holds
Choose FutureSearch if:
- →You want more affordable paid plans (from $20/mo)
- →You need a broader feature set (6 features vs 5)
- →You need six question shapes including conditional and decision forecasts or ranked #1 of 197 bots on the metaculus futureeval live tournament
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Extruct AI vs FutureSearch: At a Glance
Pricing Comparison: Extruct AI vs FutureSearch
Understanding the pricing differences between Extruct AI and FutureSearch is crucial for making the right choice. Here's how their plans compare side by side.
Extruct AI Pricing
FutureSearch Pricing
💡 Pricing takeaway: Both Extruct AI and FutureSearch offer free tiers, making it easy to try before you buy. Compare the specific plans to find the best value for your use case.
Feature-by-Feature Comparison
Here's how every feature from Extruct AI and FutureSearch stacks up.
What Makes Each Tool Unique
🔵 Unique to Extruct AI
Features available in Extruct AI but not in FutureSearch:
- ✓Every returned answer carries its source, so claims are checkable rather than asserted
- ✓Curated 10M-company index plus live-web Deep Search for criteria no index holds
- ✓Compound natural-language criteria with per-criterion match scoring
- ✓Semantic search, lookalike expansion and AI research tables with arbitrary columns
- ✓API access and Chrome extension on every plan including the free tier
🟣 Unique to FutureSearch
Features available in FutureSearch but not in Extruct AI:
- ✓Six question shapes including conditional and decision forecasts
- ✓Ranked #1 of 197 bots on the Metaculus FutureEval live tournament
- ✓Live real-money positions on Kalshi, Polymarket and the S&P 500, published with losses
- ✓Multi-agent runs and research teams for batch forecasting
- ✓API access on every tier, including free
- ✓Credit that does not expire monthly like a plan allowance
Use Case Recommendations
Best for: Extruct AI
Extruct AI is a company research API that answers structured questions about businesses, and its defining property is that every answer arrives with the source it came from. That constraint is what separates it from asking a general model about companies, where a plausible-sounding revenue figure or headcount may be a hallucination with no way to check it. Two data surfaces are searched: a curated index of roughly ten million companies, and the live web when the criteria go beyond what any index holds. The query interface is natural language against a compound specification — the site's own example asks for commercial HVAC contractors in Florida serving hospitals and school districts, with fifty or more employees, a completed $5M-plus project in the last twelve months, BIM/Revit capability, and active engineering hires — and returns candidates scored against each criterion individually, so a user can see which requirement eliminated which company. Three modes cover different jobs: semantic search for finding companies by description, lookalike search for expanding from a known set, and Deep Search for researching the live web against criteria no index anticipated. AI research tables let a user add arbitrary enriched columns across a result set, with email and phone lookups available at the higher tiers. Public Data Rooms hold indexed datasets that can be browsed free and exported on a paid plan, and API access plus a Chrome extension are included on every tier including the free one.
Ideal use cases:
- •Teams or individuals who need every returned answer carries its source, so claims are checkable rather than asserted
- •Teams or individuals who need curated 10m-company index plus live-web deep search for criteria no index holds
- •Teams or individuals who need compound natural-language criteria with per-criterion match scoring
- •Teams or individuals who need semantic search, lookalike expansion and ai research tables with arbitrary columns
- •Anyone focused on company-data workflows
- •Anyone focused on lead-research workflows
Best for: FutureSearch
FutureSearch is a forecasting engine that answers questions about the future with a probability and the research behind it, rather than with a paragraph of hedged prose. You pose a question in one of six shapes — probability, numeric, date, categorical, conditional, or decision — and a team of agents searches, reads and reasons its way to an estimate you can inspect. The differentiator the company leans on is a public track record rather than a benchmark table it wrote itself: it ranks first of 197 bots on the Metaculus FutureEval live tournament, scored by Metaculus on real unresolved questions, and twentieth of 335 on the Forecasting Research Institute's contamination-free ForecastBench. It also trades real money on Kalshi, Polymarket and the S&P 500 and publishes every position with its research, losers included, which is an unusually falsifiable claim for an AI product. On its own 1,907-question pastcasting benchmark it scores 0.122 against 0.130 for the best frontier model. Beyond single forecasts there is a toolkit around them — multi-agent runs and research teams for batch work, plus an agent map for cheaper row-level passes — and the whole thing is available over an API so another agent can call it. Pricing is per question rather than per seat, which fits the intermittent way forecasting actually gets used: you pay for the questions you ask and the subscription mainly buys concurrency and a usage discount.
Ideal use cases:
- •Teams or individuals who need six question shapes including conditional and decision forecasts
- •Teams or individuals who need ranked #1 of 197 bots on the metaculus futureeval live tournament
- •Teams or individuals who need live real-money positions on kalshi, polymarket and the s&p 500, published with losses
- •Teams or individuals who need multi-agent runs and research teams for batch forecasting
- •Anyone focused on forecasting workflows
- •Anyone focused on research workflows
📊 Other Data & Analytics Tools to Consider
Extruct AI and FutureSearch aren't the only options. Here are other popular tools in the same space:
Databricks AI
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Akkio
No-code predictive AI for business analysts
Hex
Data workspace with AI analysis and apps
MindsDB
AI layer for databases with SQL ML
Obviously AI
No-code ML platform for predictions
Julius AI
Chat with your data for instant analysis
Is one of these your tool?
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Frequently Asked Questions
Is Extruct AI better than FutureSearch?
It depends on your needs. Extruct AI offers 5 key features including Every returned answer carries its source, so claims are checkable rather than asserted and Curated 10M-company index plus live-web Deep Search for criteria no index holds, while FutureSearch provides 6 features including Six question shapes including conditional and decision forecasts and Ranked #1 of 197 bots on the Metaculus FutureEval live tournament. Extruct AI uses a freemium model with a free tier, while FutureSearch is freemium with free access available. Choose based on which features and pricing model align with your requirements.
Is Extruct AI cheaper than FutureSearch?
FutureSearch is cheaper, starting at $20/month compared to Extruct AI's $49/month. Both tools offer free tiers, so you can try each before committing. Always check the official websites for the most current pricing.
Can I use Extruct AI and FutureSearch together?
Yes, many users combine Extruct AI and FutureSearch in their workflow. Extruct AI excels at every returned answer carries its source, so claims are checkable rather than asserted, while FutureSearch shines with six question shapes including conditional and decision forecasts. Using both allows you to leverage the strengths of each tool, though this means managing two subscriptions — though free tiers can help manage costs.
What's the main difference between Extruct AI and FutureSearch?
While both are data & analytics tools, Extruct AI emphasizes every returned answer carries its source, so claims are checkable rather than asserted, whereas FutureSearch is known for six question shapes including conditional and decision forecasts. The best choice depends on your specific workflow and feature priorities.
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