Scaledown vs Writer

Scaledown lists 2 models and Writer 1. Scaledown is cheaper on a typical model ($0.03 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

ScaledownWriter
Models listed21
Models with published pricing21
Typical price (median, 3:1 blend per 1M)$0.03$1.95
Cheapest paid modelScaleDown: Extract ($0.03)Writer: Palmyra X5 ($1.95)
Longest contextScaleDown: Extract (1M)Writer: Palmyra X5 (1.0M)
Free models00
Newest modelScaleDown: Extract (2026-10-13)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)ScaledownWriter
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$3.00 with ScaleDown: Extract$165 with Writer: Palmyra X5
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$4.80 with ScaleDown: Extract$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
$3.20 with ScaleDown: Extract$84.00 with Writer: Palmyra X5
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$2.00 with ScaleDown: Extract$36.00 with Writer: Palmyra X5

Cheapest model for each capability

You needScaledownWriter
Any modelScaleDown: Extract ($0.03)Writer: Palmyra X5 ($1.95)
With tool callingnone listednone listed
With image inputScaleDown: Extract ($0.03)none listed
With reasoning modenone listednone listed
128K+ contextScaleDown: Extract ($0.03)Writer: Palmyra X5 ($1.95)
1M+ contextScaleDown: Extract ($0.03)Writer: Palmyra X5 ($1.95)

Line-up by type and price tier

Model typeScaledownWriter
text+image+file->text20
text->text01
Price per 1M (3:1 blend)ScaledownWriter
Free00
Under $0.5020
$0.50 – $301
$3 – $1000
$10 and up00

Frequently asked questions

How does Scaledown cost compare with Writer cost?

Scaledown is cheaper on a typical model: a median of $0.03 per 1M tokens (3:1 input/output) against $1.95 for Writer. The cheapest paid models are ScaleDown: Extract at $0.03 and Writer: Palmyra X5 at $1.95.

Is Scaledown better than Writer?

It depends on the job: Scaledown offers the broader line-up (2 models vs 1), Scaledown the lower typical price, 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, Scaledown or Writer?

Scaledown: Scaledown lists 2 models and Writer lists 1.

Which provider has the longest context window?

Writer: Scaledown's longest is ScaleDown: Extract at 1M tokens; Writer's is Writer: Palmyra X5 at 1.0M.

Do Scaledown or Writer offer free models?

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

Which provider has models that can read images?

Scaledown: 2 of 2 models accept images. Writer: 0 of 1.

Browse more providers

Advertisement