Alibaba lists 1 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.
| Alibaba | Scaledown | |
|---|---|---|
| Models listed | 1 | 2 |
| Models with published pricing | 1 | 2 |
| Typical price (median, 3:1 blend per 1M) | $0.18 | $0.03 |
| Cheapest paid model | Tongyi DeepResearch 30B A3B ($0.18) | ScaleDown: Extract ($0.03) |
| Longest context | Tongyi DeepResearch 30B A3B (131K) | ScaleDown: Extract (1M) |
| Free models | 0 | 0 |
| Newest model | Tongyi DeepResearch 30B A3B (2025-09-18) | ScaleDown: Extract (2026-10-13) |
| Price changes in the last 90 days | 0 | 0 |
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) | Alibaba | Scaledown |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $15.75 with Tongyi DeepResearch 30B A3B | $3.00 with ScaleDown: Extract |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $15.30 with Tongyi DeepResearch 30B A3B | $4.80 with ScaleDown: Extract |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context | $16.20 with Tongyi DeepResearch 30B A3B | no suitable model |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $9.90 with Tongyi DeepResearch 30B A3B | $3.20 with ScaleDown: Extract |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | $4.95 with Tongyi DeepResearch 30B A3B | $2.00 with ScaleDown: Extract |
| You need | Alibaba | Scaledown |
|---|---|---|
| Any model | Tongyi DeepResearch 30B A3B ($0.18) | ScaleDown: Extract ($0.03) |
| With tool calling | Tongyi DeepResearch 30B A3B ($0.18) | none listed |
| With image input | none listed | ScaleDown: Extract ($0.03) |
| With reasoning mode | Tongyi DeepResearch 30B A3B ($0.18) | none listed |
| 128K+ context | Tongyi DeepResearch 30B A3B ($0.18) | ScaleDown: Extract ($0.03) |
| 1M+ context | none listed | ScaleDown: Extract ($0.03) |
| Model type | Alibaba | Scaledown |
|---|---|---|
| text+image+file->text | 0 | 2 |
| text->text | 1 | 0 |
| Price per 1M (3:1 blend) | Alibaba | Scaledown |
|---|---|---|
| Free | 0 | 0 |
| Under $0.50 | 1 | 2 |
| $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 $0.18 for Alibaba. The cheapest paid models are Tongyi DeepResearch 30B A3B at $0.18 and ScaleDown: Extract at $0.03.
It depends on the job: Scaledown offers the broader line-up (1 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.
Scaledown: Alibaba lists 1 models and Scaledown lists 2.
Scaledown: Alibaba's longest is Tongyi DeepResearch 30B A3B at 131K tokens; Scaledown's is ScaleDown: Extract at 1M.
Neither lists a free model; both are pay-per-token.
Alibaba: 0 of 1 models accept images. Scaledown: 2 of 2.