Reflection vs Writer

Reflection lists 1 models and Writer 1. Reflection is cheaper on a typical model ($1.50 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

ReflectionWriter
Models listed11
Models with published pricing11
Typical price (median, 3:1 blend per 1M)$1.50$1.95
Cheapest paid modelReflection: Beam 1.0 501B A23B ($1.50)Writer: Palmyra X5 ($1.95)
Longest contextReflection: Beam 1.0 501B A23B (1.0M)Writer: Palmyra X5 (1.0M)
Free models00
Newest modelReflection: Beam 1.0 501B A23B (2026-10-16)Writer: Palmyra X5 (2026-01-21)
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)ReflectionWriter
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$135 with Reflection: Beam 1.0 501B A23B$165 with Writer: Palmyra X5
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$150 with Reflection: Beam 1.0 501B A23B$132 with Writer: Palmyra X5
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
$156 with Reflection: Beam 1.0 501B A23Bno suitable model
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$98.00 with Reflection: Beam 1.0 501B A23B$84.00 with Writer: Palmyra X5
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$53.00 with Reflection: Beam 1.0 501B A23B$36.00 with Writer: Palmyra X5

Cheapest model for each capability

You needReflectionWriter
Any modelReflection: Beam 1.0 501B A23B ($1.50)Writer: Palmyra X5 ($1.95)
With tool callingReflection: Beam 1.0 501B A23B ($1.50)none listed
With image inputnone listednone listed
With reasoning modeReflection: Beam 1.0 501B A23B ($1.50)none listed
128K+ contextReflection: Beam 1.0 501B A23B ($1.50)Writer: Palmyra X5 ($1.95)
1M+ contextReflection: Beam 1.0 501B A23B ($1.50)Writer: Palmyra X5 ($1.95)

Line-up by type and price tier

Model typeReflectionWriter
text->text11
Price per 1M (3:1 blend)ReflectionWriter
Free00
Under $0.5000
$0.50 – $311
$3 – $1000
$10 and up00

Frequently asked questions

How does Reflection cost compare with Writer cost?

Reflection is cheaper on a typical model: a median of $1.50 per 1M tokens (3:1 input/output) against $1.95 for Writer. The cheapest paid models are Reflection: Beam 1.0 501B A23B at $1.50 and Writer: Palmyra X5 at $1.95.

Is Reflection better than Writer?

It depends on the job: both list 1 models, Reflection the lower typical price. The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Reflection or Writer?

Neither — both list 1 models.

Which provider has the longest context window?

It is a tie: Reflection's longest is Reflection: Beam 1.0 501B A23B at 1.0M tokens; Writer's is Writer: Palmyra X5 at 1.0M.

Do Reflection or Writer offer free models?

Neither lists a free model; both are pay-per-token.

Which provider has models that can read images?

Reflection: 0 of 1 models accept images. Writer: 0 of 1.

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