Scaledown lists 2 models and Upstage 3. 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.
| Scaledown | Upstage | |
|---|---|---|
| Models listed | 2 | 3 |
| Models with published pricing | 2 | 3 |
| Typical price (median, 3:1 blend per 1M) | $0.03 | $0.16 |
| Cheapest paid model | ScaleDown: Extract ($0.03) | Upstage: Solar Mini 4 ($0.09) |
| Longest context | ScaleDown: Extract (1M) | Upstage: Solar Mini 4 (524K) |
| Free models | 0 | 0 |
| Newest model | ScaleDown: Extract (2026-10-13) | Upstage: Solar Mini 4 (2026-09-23) |
| Price changes in the last 90 days | 0 | 1 |
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) | Scaledown | Upstage |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $3.00 with ScaleDown: Extract | $7.75 with Upstage: Solar Mini 4 |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $4.80 with ScaleDown: Extract | $8.00 with Upstage: Solar Mini 4 |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context | no suitable model | $8.40 with Upstage: Solar Mini 4 |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $3.20 with ScaleDown: Extract | $5.20 with Upstage: Solar Mini 4 |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | $2.00 with ScaleDown: Extract | $2.70 with Upstage: Solar Mini 4 |
| You need | Scaledown | Upstage |
|---|---|---|
| Any model | ScaleDown: Extract ($0.03) | Upstage: Solar Mini 4 ($0.09) |
| With tool calling | none listed | Upstage: Solar Mini 4 ($0.09) |
| With image input | ScaleDown: Extract ($0.03) | none listed |
| With reasoning mode | none listed | Upstage: Solar Mini 4 ($0.09) |
| 128K+ context | ScaleDown: Extract ($0.03) | Upstage: Solar Mini 4 ($0.09) |
| 1M+ context | ScaleDown: Extract ($0.03) | none listed |
| Model type | Scaledown | Upstage |
|---|---|---|
| text+image+file->text | 2 | 0 |
| text->text | 0 | 3 |
| Price per 1M (3:1 blend) | Scaledown | Upstage |
|---|---|---|
| Free | 0 | 0 |
| Under $0.50 | 2 | 3 |
| $0.50 – $3 | 0 | 0 |
| $3 – $10 | 0 | 0 |
| $10 and up | 0 | 0 |
Scaledown is cheaper on a typical model: a median of $0.03 per 1M tokens (3:1 input/output) against $0.16 for Upstage. The cheapest paid models are ScaleDown: Extract at $0.03 and Upstage: Solar Mini 4 at $0.09.
It depends on the job: Upstage offers the broader line-up (2 models vs 3), 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.
Upstage: Scaledown lists 2 models and Upstage lists 3.
Scaledown: Scaledown's longest is ScaleDown: Extract at 1M tokens; Upstage's is Upstage: Solar Mini 4 at 524K.
Neither lists a free model; both are pay-per-token.
Scaledown: 2 of 2 models accept images. Upstage: 0 of 3.