ChAI alternatives for metal buyers
ChAI is one way to buy forecasts for metals. If you are weighing other options, there are 6 worth comparing, each built for a different job. The first thing to decide is the kind of answer you want: a price forecast, which most of these tools give, or the probability of a price change, which MetalAlert gives. After that it comes down to the metals you buy, how far ahead you plan, and whether you need alerts, an API or analysts.
Why buyers compare tools
From ChAI's public pages (as of 13 October 2026):
- No public price list. ChAI's pricing is not published and is sold through its sales team (as of 13 October 2026).
- A different kind of forecast. Its public pages describe daily point forecasts in dollars per tonne; we did not find probabilities of a price change or alerts on them.
- Wider than you need. ChAI covers many commodities, including steel, scrap and battery metals. A team that buys only LME base metals may not need that breadth.
- Few independent reviews. We found few independent reviews of ChAI (Gartner: 0; G2: 1, from 2022), so there is less outside evidence to lean on.
A price forecast or the probability of a price change?
Most buyers ask a forecaster one question: what will the price be? Most of the tools on this page answer it with a point forecast, one price or one target for a future date. A better question is: how likely is the price to move, and by how much? That is what a probability answers, and it is the one MetalAlert is built around. We explain the difference in Forecast vs. Probability of Price Change: A Better Way to Make Commodity Buying Decisions.
What a point forecast gives you. One number fits in an email, a slide or a budget line, and finance, procurement and sales can all use the same figure. Its accuracy is simple to measure.
Where it falls short.
- False precision. A single number hides how uncertain the future really is.
- Almost always wrong. In volatile markets like metals, the exact price rarely lands. Each miss erodes trust.
- No view of risk. It says nothing about the chance of a sharp spike or a crash.
- Hard to act on. If the forecast is off by 4%, should you have bought or waited? The number does not say.
What a probability gives you. "There is a 70% chance copper's monthly average rises more than 5% in the next three months." It describes the odds, not a single outcome. It matches real decisions, because a probability crossing a threshold is a clear trigger to buy, hedge or wait. It is honest about uncertainty, stays useful when prices swing hard, works as an alert, and can be checked over time: do the 70% calls come true about 70% of the time?
Its limits. It is harder to read, because many people hear "70%" as "it will happen". It needs long history and careful calibration. It gives no single number for the budget. And trust builds slowly: one outcome cannot prove a probability right or wrong, so it takes a track record.
| Point forecast | Probability of a % change | |
|---|---|---|
| Answers | What will the price be? | How likely is a move, and how big? |
| Best for | Budgets and planning | Buy, hedge and timing decisions |
| Shows uncertainty | No | Yes |
| Handles volatility | Poorly | Well |
| How it is judged | Error against the actual price | Calibration over many calls |
Use both, for different jobs. A forecast suits planning and budgeting. Probabilities suit purchasing and hedging: "lock in volume when the chance of a 5% rise passes 70%". If you need a budget number, a forecast tool covers it. If you need to know when to buy, hedge or wait, ask for the probability.
What to look for in an alternative
- What the output is. A point forecast ("copper will be about $X") or a probability of a price change ("a 40% chance the average rises at least 5%"). This is the choice that matters most; see the section above. A budget needs a price, a buy-or-wait decision needs the odds.
- The metals and materials you actually buy. Check the exact metals, steel products, scrap and regions. A page that lists "metals" is not the same as one that names copper, nickel or zinc.
- Horizon against your buying cycle. A purchase next month and a budget for next year need different horizons.
- Alerts and delivery. Do you want to be told when something changes, and do you need the data in Excel, an API or a sourcing suite?
- Evidence. Ask how the numbers were tested and whether you can see past predictions against what happened. A stated accuracy figure with no definition is hard to use.
- Price and how you buy. Some vendors publish a price; others sell through a demo or a request form. Know which you are signing up for.
6 alternatives to ChAI
| Output | Metals and materials | Horizon | Price | Evidence of accuracy | |
|---|---|---|---|---|---|
| MetalAlert | Probability of a 2%, 5% or 10% price change; alerts | Six LME base metals | 1 and 3 months | Listed in our Terms: US$99 / US$749 a month | Walk-forward record in the app; method public |
| Mintec (Expana) | Analyst price targets (we found no probabilities); alerts; API and Excel | Copper, aluminium, lead, tin, zinc, steel, scrap, plus many other commodities | Up to 3 years (metals horizon not found) | Not published | Accuracy figures not found |
| Signal (Grand View Research) | Monthly reports with point forecasts | Base and battery metals, steel products, scrap; many regions | 6 months or more | Not published | Accuracy figures not found |
| The Smart Cube | Forecasts and scenarios, format not found; event alerts | "Metals and Minerals"; no single base metal found | Not found | Contact sales | Not found on its pages |
| Datapred | Price projections; daily recommendations; hedge simulation | Copper and aluminium named; mostly energy | Not found | From EUR 1,800 a year (third-party listing, energy) | Accuracy figures not found |
| DecisionNext | Simulated price distributions (closest in idea to a probability view) | Copper and nickel pages generic; mostly protein | Weekly, up to 18 months | Not found | Not found |
Information from each vendor's public pages as of 13 October 2026; MetalAlert as of 19 October 2026.
1. MetalAlert
The probability of a 2%, 5% or 10% price change in six LME base metals, with alerts.
For each of copper, aluminum, zinc, nickel, lead and tin, MetalAlert gives the probability that the monthly average price moves 2%, 5% or 10%, up or down, over the next one or three months. You get an email when a probability reaches a level you set, or changes by an amount you set, with the drivers behind it explained in plain English. Models are tested walk-forward on months they never saw, with a frozen holdout from January 2021, and the record is shown per metal in the app. The method is public.
Best for: Purchasing teams that buy LME base metals and decide when to buy, hedge or wait.
Worth knowing: Six LME base metals only (ferrous and precious are planned). One and three months ahead only. It gives odds, not a price target, and has no analyst access or insurance. No named customers yet, and sign-up is not open yet.
Price: US$99 a month (Individual) and US$749 a month (Organization), per our Terms. Sign-up is not open yet; book a walkthrough.
2. Mintec (Expana)
Multi-commodity procurement platform with analyst forecasts up to three years.
Mintec offers benchmark prices, analyst-reviewed forecasts as quarterly price targets up to three years, a hedge stance (avoid, plan, partial or full cover), cost models, alerts on price and forecast change, and delivery by API, Excel add-on and an AI-assistant connector. Its pages list copper, aluminium, lead, tin, zinc, steel and scrap inside a platform that is mainly agrifood.
Best for: Teams buying many commodity families that want one platform with analysts, cost models and integrations.
Worth knowing: Metals are one family in a mainly agrifood platform, and we found no metals product launch in 2025 to 2026. The format and horizon of its metals forecasts, and accuracy figures, are not found on its pages. No published price, and no free trial found.
Price: Not published; demo-led.
3. Signal (Grand View Research)
Monthly metals pricing reports with point forecasts.
Signal publishes monthly price assessments and a database for base metals, battery metals, steel products and scrap, across China, India, Europe, the US, the Gulf and North Africa. Its forecasts, six months or more ahead, use linear regression per country with seasonal adjustment and analyst review. Sample reports are free.
Best for: Teams that want a monthly report across many metals and regions, including steel and emerging markets.
Worth knowing: It updates monthly. We found threshold alerts mentioned only in a blog, and did not find an API, accuracy figures or named customers on its pages.
Price: Not published; per-report purchase, free sample, or enterprise licence.
4. The Smart Cube
Procurement intelligence from The Smart Cube (part of Capgemini through WNS).
Its Commodity Intelligence product combines AI and analyst forecasts, scenarios and event alerts, and its Amplifi PRO platform serves category teams. It is available inside the Coupa and Jaggaer sourcing suites.
Best for: Large procurement teams that work inside a sourcing suite and buy across many categories.
Worth knowing: Its pages list "Metals and Minerals", but we did not find any single base metal named. The company was bought by WNS in 2023, and Capgemini closed its purchase of WNS on 17 October 2025; its product plans since are unclear.
Price: Contact sales.
5. Datapred
Buying and hedging software with forecasts, daily recommendations and strategy simulation, led by energy.
Datapred joins forecasts, positions and hedge simulation in one tool, with daily buy and hedge recommendations. Its metals page names copper and aluminium, and the customers it names are energy buyers. It is a Swiss company, based in Lausanne.
Best for: Buyers who want forecasts, positions and hedge simulation in one tool, mostly in energy today.
Worth knowing: Metals coverage looks thin: copper and aluminium only, and no metals customer is named. G2 reviewers cite price for small firms and a steep learning curve (4.0 out of 5 from 12 reviews).
Price: Contact sales per its site; a Capterra listing shows from EUR 1,800 a year with a free trial, tied to energy markets.
6. DecisionNext
Simulated price distributions with weekly outlooks up to 18 months (adjacent).
DecisionNext shows simulated price distributions with weekly outlooks up to eighteen months. Its copper and nickel pages are generic, its one metals case is an iron-ore producer selling a cargo, and most of its customers are protein buyers.
Best for: Producers and traders who want price scenarios and distributions.
Worth knowing: We list it as an adjacent option, not a metals-buyer tool: we found little for base-metal purchasing teams. No list price found on its site.
Price: Not found on its site.
Which alternative for which job
- You buy LME base metals and want to know when a move has become likely, with an alert and the reasons: MetalAlert
- You buy many commodity families and want analysts, cost models and integrations in one platform: Mintec (Expana)
- You want a monthly report across many metals and regions: Signal (Grand View Research)
- You want forecasts, positions and hedge simulation in one tool, and your buying is mostly energy: Datapred
- You work inside Coupa or Jaggaer and buy across many categories: The Smart Cube
- You are a producer or trader who wants simulated price scenarios: DecisionNext
Want a head-to-head? See ChAI vs MetalAlert.
FAQ
What is the best ChAI alternative?
It depends on what you buy. For LME base metals with alerts on the probability of a price change, MetalAlert; for many commodity families with analysts, Mintec (Expana); for dollar forecasts including steel and scrap, ChAI; for monthly regional reports, Signal. ChAI is itself an option if its strengths match your needs.
Which ChAI alternative has a published price?
MetalAlert publishes its prices in its Terms of Service: US$99 a month for the Individual plan and US$749 a month for the Organization plan. Sign-up is not open yet. Datapred appears on a third-party listing from EUR 1,800 a year, tied to energy markets. ChAI, Mintec and Signal do not publish prices.
Which ChAI alternative covers steel and scrap?
Mintec's pages list steel and scrap, and Signal's pages list steel products and scrap. MetalAlert covers six LME base metals only; ferrous is planned.
Which ChAI alternative gives probabilities?
MetalAlert gives the probability that the monthly average price moves 2%, 5% or 10% over one or three months. We did not find probability outputs for the other options on their pages.
Related
- ChAI vs MetalAlert: a price forecast or the probability of a price change?
- Best commodity intelligence platforms for metal buyers (2026)
- Methodology: how MetalAlert builds and tests its probabilities
- Base metal price forecasts
Competitor details come from each vendor's public pages, last checked 13 October 2026. MetalAlert details as of 19 October 2026.
See the odds on your metals
MetalAlert estimates the probability of a 2%, 5% or 10% price change in each LME base metal over one and three months, with alerts at the level you choose. Book a short walkthrough and we will show it on your own metals.