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Business Intelligence · head to head

Anaplan vs Cohere

Anaplan logo

Anaplan

Business Intelligence

Connected planning platform with an in-memory calculation engine for large multidimensional models

From
On request
Rated
-
Full reviewWebsite
Cohere logo

Cohere

Machine Learning

Enterprise AI platform for NLP

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Cohere has a free tier, so it costs nothing to try first.
  • Each has a real cost: Anaplan workspace is licensed by memory consumed, so a model that grows as the business adds SKUs, regions or scenarios generates a bill increase without a single new user being added, and teams end up optimising models for licence cost rather than clarity.; Cohere aPI-only service with no self-hosted options for most users
  • They diverge on capability: Anaplan covers Hyperblock calculation engine, Cohere covers Generate.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Anaplan and Cohere actually diverge.

Attributes where Anaplan and Cohere differ
AttributeAnaplanCohere
Starting priceOn requestFree
Pricing modelquoteusage-based
Free tierNoYes
PlatformsWeb, iOSApi, Cloud
CategoryBusiness IntelligenceMachine Learning
FoundedUnknown2019

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

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 Anaplan

  • Hyperblock calculation engine
  • Connected planning
  • Scenario and versioning
  • Model builder
  • Anaplan PlanIQ
  • Workflow and approvals
  • Application lifecycle management
  • Data integration

Only in Cohere

  • Generate
  • Embed
  • Rerank
  • Classify
  • REST API
  • SDKs
  • Cloud deployment
  • Api support

What people use each for

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

Anaplan

  • Sales territory and quota planning across thousands of reps where a change to segmentation must reflow quota immediatelynot Cohere
  • Demand and supply planning at SKU and location level for a manufacturer with tens of thousands of itemsnot Cohere
  • Workforce planning that ties headcount, cost and capacity to a revenue plan across dozens of business unitsnot Cohere
  • Replacing a spreadsheet estate where the master planning model has become too large and too fragile for Excel to open reliablynot Cohere

Cohere

  • ai tools managementnot Anaplan
  • Workflow automationnot Anaplan
  • Reportingnot Anaplan

Where each one falls short

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

Anaplan

  • Workspace is licensed by memory consumed, so a model that grows as the business adds SKUs, regions or scenarios generates a bill increase without a single new user being added, and teams end up optimising models for licence cost rather than clarity.
  • Model building requires certified Anaplan modellers using a proprietary formula language, and the labour market for that skill is small, so most customers stay dependent on a systems integrator long after go-live.
  • Thoma Bravo took the company private in 2022 in a $10.7bn deal, and customers have since reported firmer renewal terms; a private-equity owner optimising for cash flow is a real factor in a multi-year planning contract.
  • Native reporting and visualisation are weak for anything beyond planning grids, so most customers push data out to Power BI or Tableau for executive reporting, adding another tool and another latency point.
  • Implementations are long. A connected planning programme across finance and supply chain routinely runs six to eighteen months before the first production plan, which is difficult to justify when the business wants a forecast this quarter.

Cohere

  • API-only service with no self-hosted options for most users
  • Trial tier severely limited at 1,000 calls per month
  • Smaller context window compared to some competing APIs
  • Less emphasis on safety and alignment compared to competing APIs

Pricing, plan by plan

Anaplan

On request
  • Anaplan$undefined/year
    • Licensed by user tier and by workspace capacity
    • Workspace charged on memory consumed by models, independent of user count
    • Multi-year enterprise agreements are the norm

Cohere

Free
  • Free TrialFree
    • Rate limited
    • Evaluation
  • Production$0.4/per-million-tokens
    • Full access
    • SLA

Which should you pick?

Choose Anaplan if

  • You need hyperblock calculation engine.
  • You work on Web, iOS.
  • You also want connected planning.
Anaplan review

Choose Cohere if

  • You need generate.
  • You want to start without paying.
  • You work on Api, Cloud.
  • You also want embed.
Cohere review

Questions people ask

Is Anaplan or Cohere better?
Neither clearly leads. Anaplan starts at On request and Cohere at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Anaplan or Cohere?
Cohere has a free tier; the other does not. Paid plans start at On request for Anaplan and Free for Cohere.
Does Anaplan or Cohere run on more platforms?
Anaplan runs on Web, iOS. Cohere runs on Api, Cloud.
Can I use Cohere for free?
Yes. Cohere has a free tier, so you can try it without paying. Anaplan starts at On request.
What is Anaplan best used for?
Anaplan is most often used for sales territory and quota planning across thousands of reps where a change to segmentation must reflow quota immediately, demand and supply planning at sku and location level for a manufacturer with tens of thousands of items, workforce planning that ties headcount, cost and capacity to a revenue plan across dozens of business units, replacing a spreadsheet estate where the master planning model has become too large and too fragile for excel to open reliably. Of those, sales territory and quota planning across thousands of reps where a change to segmentation must reflow quota immediately and demand and supply planning at sku and location level for a manufacturer with tens of thousands of items are not what Cohere is typically brought in for.
What can Anaplan do that Cohere cannot?
Anaplan covers Hyperblock calculation engine, Connected planning, Scenario and versioning, Model builder. Cohere covers Generate, Embed, Rerank, Classify.

Answered from the vendors’ own pages

Anaplan: Why is Anaplan expensive even when user counts are low?

Because workspace is licensed on the memory your models consume as well as on users. Large models cost money regardless of how many people log in.

Cohere: Does Cohere offer a free tier?

Yes. Cohere provides Trial API keys that allow 1,000 free API calls per month across all models and endpoints. Trial keys are rate-limited to 20 requests per minute for Chat endpoints and 5-10 requests per minute for other endpoints, and cannot be used for production or commercial purposes.

Source
Anaplan: Do we need a systems integrator?

Almost always for the first implementation. The proprietary modelling language and the scale of typical models make an experienced partner or an internal certified team effectively mandatory.

Cohere: What is the cost structure for production use?

Cohere uses pay-as-you-go pricing based on tokens consumed. Costs vary by model: Command costs from 0.15 to 2.50 USD per 1M input tokens, with output tokens priced higher. Embed models cost 0.10 USD per 1M input tokens. Production keys have monthly billing with invoices at month-end or when charges reach 250 USD.

Source
Anaplan: Who owns Anaplan?

Thoma Bravo, which took it private in 2022 for $10.7bn.

Cohere: Can I self-host Cohere models?

No. Cohere operates as an API-only platform. However, enterprise customers can arrange dedicated or managed deployments through the Model Vault platform starting at 4.00 USD per hour with custom pricing for dedicated instances.

Source
Anaplan: Can it replace our BI tool?

No. It is a planning and calculation platform; most customers still export to Power BI or Tableau for reporting and dashboards.

Cohere: What are the main differences between Cohere and Claude API?

Cohere excels in cost-effective NLP applications and retrieval-augmented generation (RAG) capabilities. Claude API emphasizes reasoning and safety with Constitutional AI training. Cohere's Command R+ offers similar performance to GPT-4 at 40-50 percent lower cost, while Claude focuses on factual accuracy and transparency.

Source
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