Dots Studio vs Scaledown

Dots Studio lists 1 models and Scaledown 2. Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.

At a glance

Dots StudioScaledown
Models listed12
Models with published pricing12
Typical price (median, 3:1 blend per 1M)n/a$0.03
Cheapest paid modeln/aScaleDown: Extract ($0.03)
Longest contextDots Studio: Dots3-Note Preview (free) (512K)ScaleDown: Extract (1M)
Free models10
Newest modelDots Studio: Dots3-Note Preview (free) (2026-08-14)ScaleDown: Extract (2026-10-13)
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)Dots StudioScaledown
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
no suitable model$3.00 with ScaleDown: Extract
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
no suitable model$4.80 with ScaleDown: Extract
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$3.20 with ScaleDown: Extract
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
no suitable model$2.00 with ScaleDown: Extract

Cheapest model for each capability

You needDots StudioScaledown
Any modelnone listedScaleDown: Extract ($0.03)
With tool callingnone listednone listed
With image inputnone listedScaleDown: Extract ($0.03)
With reasoning modenone listednone listed
128K+ contextnone listedScaleDown: Extract ($0.03)
1M+ contextnone listedScaleDown: Extract ($0.03)

Line-up by type and price tier

Model typeDots StudioScaledown
text+image+file->text02
text+image->text10
Price per 1M (3:1 blend)Dots StudioScaledown
Free10
Under $0.5002
$0.50 – $300
$3 – $1000
$10 and up00

Frequently asked questions

Is Dots Studio better than Scaledown?

It depends on the job: Scaledown offers the broader line-up (1 models vs 2), Scaledown the longest context (1M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Dots Studio or Scaledown?

Scaledown: Dots Studio lists 1 models and Scaledown lists 2.

Which provider has the longest context window?

Scaledown: Dots Studio's longest is Dots Studio: Dots3-Note Preview (free) at 512K tokens; Scaledown's is ScaleDown: Extract at 1M.

Do Dots Studio or Scaledown offer free models?

Dots Studio: 1 free model (e.g. Dots Studio: Dots3-Note Preview (free)). Scaledown: none.

Which provider has models that can read images?

Dots Studio: 1 of 1 models accept images. Scaledown: 2 of 2.

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