Cohere vs Reflection

Cohere lists 6 models and Reflection 1. Cohere is cheaper on a typical model ($0.60 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.

At a glance

CohereReflection
Models listed61
Models with published pricing61
Typical price (median, 3:1 blend per 1M)$0.60$1.50
Cheapest paid modelCohere: Command R7B (12-2024) ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
Longest contextCohere: Command A (256K)Reflection: Beam 1.0 501B A23B (1.0M)
Free models10
Newest modelCohere: Command A+ (2026-09-22)Reflection: Beam 1.0 501B A23B (2026-10-16)
Price changes in the last 90 days00

What each costs for real workloads

For each workload: the cheapest model from each provider that can actually do it (fits the context window; tool calling required for the agent), and its monthly cost at list price.

Workload (per month)CohereReflection
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$5.81 with Cohere: Command R7B (12-2024)$135 with Reflection: Beam 1.0 501B A23B
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$6.00 with Cohere: Command R7B (12-2024)$150 with Reflection: Beam 1.0 501B A23B
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
$25.20 with Cohere: Command R (08-2024)$156 with Reflection: Beam 1.0 501B A23B
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$3.90 with Cohere: Command R7B (12-2024)$98.00 with Reflection: Beam 1.0 501B A23B
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$2.02 with Cohere: Command R7B (12-2024)$53.00 with Reflection: Beam 1.0 501B A23B

Cheapest model for each capability

You needCohereReflection
Any modelCohere: Command R7B (12-2024) ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
With tool callingCohere: Command R (08-2024) ($0.26)Reflection: Beam 1.0 501B A23B ($1.50)
With image inputCohere: Command A+ ($0.60)none listed
With reasoning modeCohere: Command A+ ($0.60)Reflection: Beam 1.0 501B A23B ($1.50)
128K+ contextCohere: Command R7B (12-2024) ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
1M+ contextnone listedReflection: Beam 1.0 501B A23B ($1.50)

Line-up by type and price tier

Model typeCohereReflection
text+image->text10
text->text51
Price per 1M (3:1 blend)CohereReflection
Free10
Under $0.5020
$0.50 – $311
$3 – $1020
$10 and up00

Frequently asked questions

How does Cohere cost compare with Reflection cost?

Cohere is cheaper on a typical model: a median of $0.60 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are Cohere: Command R7B (12-2024) at $0.07 and Reflection: Beam 1.0 501B A23B at $1.50.

Is Cohere better than Reflection?

It depends on the job: Cohere offers the broader line-up (6 models vs 1), Cohere the lower typical price, Reflection the longest context (1.0M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Cohere or Reflection?

Cohere: Cohere lists 6 models and Reflection lists 1.

Which provider has the longest context window?

Reflection: Cohere's longest is Cohere: Command A at 256K tokens; Reflection's is Reflection: Beam 1.0 501B A23B at 1.0M.

Do Cohere or Reflection offer free models?

Cohere: 1 free model (e.g. Cohere: North Mini Code (free)). Reflection: none.

Which provider has models that can read images?

Cohere: 1 of 6 models accept images. Reflection: 0 of 1.

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