FutureSearch vs Itembase: Which is Better in 2026?
A comprehensive comparison of FutureSearch and Itembase covering features, pricing, use cases, and which tool is the right choice for your needs.
⚡ Quick Verdict
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
Choose Itembase if:
- →You need centralised database for currencies, stats, items and metadata or formulas and scripts that model acquisition and progression
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FutureSearch vs Itembase: At a Glance
Pricing Comparison: FutureSearch vs Itembase
Understanding the pricing differences between FutureSearch and Itembase is crucial for making the right choice. Here's how their plans compare side by side.
FutureSearch Pricing
Itembase Pricing
💡 Pricing takeaway: Both FutureSearch and Itembase 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 FutureSearch and Itembase stacks up.
What Makes Each Tool Unique
🔵 Unique to FutureSearch
Features available in FutureSearch but not in Itembase:
- ✓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
🟣 Unique to Itembase
Features available in Itembase but not in FutureSearch:
- ✓Centralised database for currencies, stats, items and metadata
- ✓Formulas and scripts that model acquisition and progression
- ✓Simulations that project player behaviour before a balance change ships
- ✓Custom visual reports down to per-level currency questions
- ✓LiveOps timeline planner for events and rewards
Use Case Recommendations
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
Best for: Itembase
Itembase is a design and simulation platform for game economies, aimed at the point where a live-service title outgrows the spreadsheet that has been quietly running its currency balance since prototype. It unifies four things that are normally scattered across a designer's Drive folder and an engineer's config repo: a centralised content database covering currencies, stats, items and metadata; formulas and scripts that model acquisition and progression; simulations that project outcomes forward; and delivery of those configs into the live game. The simulation layer is the differentiator. Instead of shipping a balance change and waiting a week for telemetry, a designer models the mechanic and visualises the projected player behaviour before anything is committed — how many coins a player at level seventy-eight earns per day, what a drop-rate change does to progression over a month, whether a new sink actually absorbs the currency it was meant to. Custom visual reports combine the content entities and their acquisition sources into answers at that level of specificity. A LiveOps timeline planner lays events and rewards out against the calendar so overlapping promotions are visible rather than discovered. AI assistance is built into the workspace. The tiering is seat-based rather than usage-based and scales on collaborators and titles, with a free beta for solo developers that includes two games during the beta window.
Ideal use cases:
- •Teams or individuals who need centralised database for currencies, stats, items and metadata
- •Teams or individuals who need formulas and scripts that model acquisition and progression
- •Teams or individuals who need simulations that project player behaviour before a balance change ships
- •Teams or individuals who need custom visual reports down to per-level currency questions
- •Anyone focused on game-development workflows
- •Anyone focused on simulation workflows
📊 Other Data & Analytics Tools to Consider
FutureSearch and Itembase aren't the only options. Here are other popular tools in the same space:
Databricks AI
Enterprise AI and data lakehouse platform
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 FutureSearch better than Itembase?
It depends on your needs. FutureSearch offers 6 key features including Six question shapes including conditional and decision forecasts and Ranked #1 of 197 bots on the Metaculus FutureEval live tournament, while Itembase provides 5 features including Centralised database for currencies, stats, items and metadata and Formulas and scripts that model acquisition and progression. FutureSearch uses a freemium model with a free tier, while Itembase is freemium with free access available. Choose based on which features and pricing model align with your requirements.
Is FutureSearch cheaper than Itembase?
FutureSearch is cheaper, starting at $20/month compared to Itembase'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 FutureSearch and Itembase together?
Yes, many users combine FutureSearch and Itembase in their workflow. FutureSearch excels at six question shapes including conditional and decision forecasts, while Itembase shines with centralised database for currencies, stats, items and metadata. 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 FutureSearch and Itembase?
While both are data & analytics tools, FutureSearch emphasizes six question shapes including conditional and decision forecasts, whereas Itembase is known for centralised database for currencies, stats, items and metadata. The best choice depends on your specific workflow and feature priorities.
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