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Maritime · head to head

Bearing AI vs Container xChange

Bearing AI logo

Bearing AI

Maritime

Machine learning vessel performance models for voyage and commercial decisions, embedded in partner platforms

From
On request
Rated
-
Full reviewWebsite
Container xChange logo

Container xChange

Maritime

Container logistics marketplace

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Container xChange has a free tier, so it costs nothing to try first.
  • Each has a real cost: Bearing AI bearing increasingly reaches customers embedded in partner platforms such as StormGeo, so the contract, support path and commercial relationship may be with the partner rather than with Bearing.; Container xChange leasing plans require a 12 month commitment
  • They diverge on capability: Bearing AI covers Vessel-specific consumption models, Container xChange covers Container trading.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Bearing AI and Container xChange actually diverge.

Attributes where Bearing AI and Container xChange differ
AttributeBearing AIContainer xChange
Starting priceOn requestFree
Pricing modelquotesubscription
Free tierNoYes
PlatformsWeb, Cloud, APIWeb, Api
FoundedUnknown2017

Identical on both: user rating (Not yet rated), category (Maritime).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Bearing AI

  • Vessel-specific consumption models
  • Speed optimisation
  • Emissions forecasting
  • Voyage evaluation
  • AIS-derived data
  • Weather-aware routing inputs
  • Fleet benchmarking
  • Partner platform embedding

Only in Container xChange

  • Container trading
  • Leasing marketplace
  • Tracking
  • Payment processing
  • TMS platforms
  • Container depots
  • Shipping lines
  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Bearing AI

  • A chartering desk evaluating fixtures against learned consumption rather than a delivery-era speed and consumption tablenot Container xChange
  • Projecting a vessel CII rating for a planned trading pattern before committing to itnot Container xChange
  • Identifying which sister ship in a series is underperforming because of hull condition rather than routingnot Container xChange
  • Feeding realistic consumption predictions into an existing voyage optimisation platform through an APInot Container xChange

Container xChange

  • Buying and selling shipping containers through an online marketplacenot Bearing AI
  • One way SOC container leasing between depot locationsnot Bearing AI

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Bearing AI

  • Bearing increasingly reaches customers embedded in partner platforms such as StormGeo, so the contract, support path and commercial relationship may be with the partner rather than with Bearing.
  • Model accuracy depends on the volume and honesty of historical voyage data, and fleets with sparse or inaccurate noon reporting get materially weaker vessel-specific models.
  • It is a modelling layer rather than a voyage management system of record, so it must be bought alongside a platform that handles the operational workflow.
  • As a venture-funded specialist with a small headcount, its long-term independence is uncertain, and a modelling layer inside someone else product is a fragile position if a partnership lapses.
  • Nothing is published on pricing or fleet size thresholds, so small owners cannot tell whether they are a viable customer without entering a sales process.

Container xChange

  • Leasing plans require a 12 month commitment
  • Leasing Basic at $399 a month caps at 10 containers, and Leasing Premium at $649 a month caps at 100
  • The Professional Trading Buyer plan is $399 a month and billed annually
  • Listing as a container owner or wholesaler is $899 a month
  • The fulfilment service is commission based with no published rate, and is limited to the USA and Canada

Pricing, plan by plan

Bearing AI

On request
  • Bearing AI$undefined/year
    • Priced per vessel per year on annual agreements
    • Often purchased indirectly as a component of a partner voyage optimisation service
    • Model onboarding requires historical voyage data supplied by the customer

Container xChange

Free
  • Online Broker App & Broker Support (Container Retailers)Free
    • Browse 29,000+ containers
    • Real-time inventory access
    • Self-serve platform
  • Professional Trading Buyer (Container Retailers)$399/month
    • Unlimited container purchases
    • Zero transaction costs
    • Access to 2,500+ locations
  • International Trading Marketplace (Owners/Wholesalers)$899/month
    • Unlimited listings and sales
    • Access to 1,000+ buyers
    • Self-serve management
  • Leasing Basic (Container Leasing)$399/month
    • SOC container one-way leasing
    • Market price visibility
    • Company profiles

Which should you pick?

Choose Bearing AI if

  • You need vessel-specific consumption models.
  • You work on Web, Cloud, API.
  • You also want speed optimisation.
Bearing AI review

Choose Container xChange if

  • You need container trading.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want leasing marketplace.
Container xChange review

Questions people ask

Is Bearing AI or Container xChange better?
Neither clearly leads. Bearing AI starts at On request and Container xChange at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Bearing AI or Container xChange?
Container xChange has a free tier; the other does not. Paid plans start at On request for Bearing AI and Free for Container xChange.
Does Bearing AI or Container xChange run on more platforms?
Bearing AI runs on Web, Cloud, API. Container xChange runs on Web, Api.
Can I use Container xChange for free?
Yes. Container xChange has a free tier, so you can try it without paying. Bearing AI starts at On request.
What is Bearing AI best used for?
Bearing AI is most often used for a chartering desk evaluating fixtures against learned consumption rather than a delivery-era speed and consumption table, projecting a vessel cii rating for a planned trading pattern before committing to it, identifying which sister ship in a series is underperforming because of hull condition rather than routing, feeding realistic consumption predictions into an existing voyage optimisation platform through an api. Of those, a chartering desk evaluating fixtures against learned consumption rather than a delivery-era speed and consumption table and projecting a vessel cii rating for a planned trading pattern before committing to it are not what Container xChange is typically brought in for.
What can Bearing AI do that Container xChange cannot?
Bearing AI covers Vessel-specific consumption models, Speed optimisation, Emissions forecasting, Voyage evaluation. Container xChange covers Container trading, Leasing marketplace, Tracking, Payment processing.

Answered from the vendors’ own pages

Bearing AI: Can I buy Bearing AI directly?

Yes, but a growing share of its distribution is through partners such as StormGeo, where the models are embedded in that vendor voyage optimisation service.

Container xChange: Does container-xchange offer a free plan?

Yes, xChange offers a free Online Broker App tier available in the USA and Canada. The free tier includes browsing 29,000+ containers, real-time inventory, self-serve platform access, and expert broker assistance without transaction costs.

Source
Bearing AI: Does it replace a voyage management system?

No. It is a performance modelling layer that feeds commercial and operational decisions made in another system.

Container xChange: What is the lowest paid plan cost on container-xchange?

The lowest-cost paid plan is Professional Trading Buyer at $399 per month (paid annually) for container retailers, providing unlimited purchases with zero transaction costs and access to 2,500+ locations.

Source
Bearing AI: What data does it need?

Historical voyage data, noon reports and AIS positions, plus weather history. Data quality drives model quality directly.

Container xChange: What container limits do leasing plans include?

Leasing Basic supports up to 10 containers at $399/month, while Leasing Premium supports up to 100 containers at $649/month, both billed annually with monthly commitment.

Source
Bearing AI: Does it cover CII?

Yes, it projects CII ratings from the learned vessel model rather than from nominal consumption figures.

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