Recursive vs Writer

Recursive lists 1 models and Writer 1. Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.

At a glance

RecursiveWriter
Models listed11
Models with published pricing11
Typical price (median, 3:1 blend per 1M)n/a$1.95
Cheapest paid modeln/aWriter: Palmyra X5 ($1.95)
Longest contextRecursive: Flint (free) (262K)Writer: Palmyra X5 (1.0M)
Free models10
Newest modelRecursive: Flint (free) (2026-10-21)Writer: Palmyra X5 (2026-01-21)
Price changes in the last 90 days00
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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)RecursiveWriter
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
no suitable model$165 with Writer: Palmyra X5
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
no suitable model$132 with Writer: Palmyra X5
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
no suitable modelno suitable model
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
no suitable model$84.00 with Writer: Palmyra X5
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
no suitable model$36.00 with Writer: Palmyra X5

Cheapest model for each capability

You needRecursiveWriter
Any modelnone listedWriter: Palmyra X5 ($1.95)
With tool callingnone listednone listed
With image inputnone listednone listed
With reasoning modenone listednone listed
128K+ contextnone listedWriter: Palmyra X5 ($1.95)
1M+ contextnone listedWriter: Palmyra X5 ($1.95)

Line-up by type and price tier

Model typeRecursiveWriter
text->text11
Price per 1M (3:1 blend)RecursiveWriter
Free10
Under $0.5000
$0.50 – $301
$3 – $1000
$10 and up00

Frequently asked questions

Is Recursive better than Writer?

It depends on the job: both list 1 models, Writer 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, Recursive or Writer?

Neither — both list 1 models.

Which provider has the longest context window?

Writer: Recursive's longest is Recursive: Flint (free) at 262K tokens; Writer's is Writer: Palmyra X5 at 1.0M.

Do Recursive or Writer offer free models?

Recursive: 1 free model (e.g. Recursive: Flint (free)). Writer: none.

Which provider has models that can read images?

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

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