Kwaipilot vs Scaledown

Kwaipilot lists 4 models and Scaledown 2. 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

KwaipilotScaledown
Models listed42
Models with published pricing42
Typical price (median, 3:1 blend per 1M)$0.44$0.03
Cheapest paid modelKwaipilot: KAT-Coder-Air V2.5 ($0.26)ScaleDown: Extract ($0.03)
Longest contextKwaipilot: KAT-Coder-Pro V2 (262K)ScaleDown: Extract (1M)
Free models00
Newest modelKwaipilot: KAT-Coder-Air V2.5 (2026-07-10)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)KwaipilotScaledown
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$23.25 with Kwaipilot: KAT-Coder-Air V2.5$3.00 with ScaleDown: Extract
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$24.00 with Kwaipilot: KAT-Coder-Air V2.5$4.80 with ScaleDown: Extract
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
$25.20 with Kwaipilot: KAT-Coder-Air V2.5no suitable model
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$15.60 with Kwaipilot: KAT-Coder-Air V2.5$3.20 with ScaleDown: Extract
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$8.10 with Kwaipilot: KAT-Coder-Air V2.5$2.00 with ScaleDown: Extract

Cheapest model for each capability

You needKwaipilotScaledown
Any modelKwaipilot: KAT-Coder-Air V2.5 ($0.26)ScaleDown: Extract ($0.03)
With tool callingKwaipilot: KAT-Coder-Air V2.5 ($0.26)none listed
With image inputnone listedScaleDown: Extract ($0.03)
With reasoning modenone listednone listed
128K+ contextKwaipilot: KAT-Coder-Air V2.5 ($0.26)ScaleDown: Extract ($0.03)
1M+ contextnone listedScaleDown: Extract ($0.03)

Line-up by type and price tier

Model typeKwaipilotScaledown
text+image+file->text02
text->text40
Price per 1M (3:1 blend)KwaipilotScaledown
Free00
Under $0.5022
$0.50 – $320
$3 – $1000
$10 and up00

Frequently asked questions

How does Kwaipilot cost compare with Scaledown cost?

Scaledown is cheaper on a typical model: a median of $0.03 per 1M tokens (3:1 input/output) against $0.44 for Kwaipilot. The cheapest paid models are Kwaipilot: KAT-Coder-Air V2.5 at $0.26 and ScaleDown: Extract at $0.03.

Is Kwaipilot better than Scaledown?

It depends on the job: Kwaipilot offers the broader line-up (4 models vs 2), Scaledown the lower typical price, 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, Kwaipilot or Scaledown?

Kwaipilot: Kwaipilot lists 4 models and Scaledown lists 2.

Which provider has the longest context window?

Scaledown: Kwaipilot's longest is Kwaipilot: KAT-Coder-Pro V2 at 262K tokens; Scaledown's is ScaleDown: Extract at 1M.

Do Kwaipilot or Scaledown offer free models?

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

Which provider has models that can read images?

Kwaipilot: 0 of 4 models accept images. Scaledown: 2 of 2.

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