Eleutherai vs Scaledown

Eleutherai 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.

At a glance

EleutheraiScaledown
Models listed12
Models with published pricing12
Typical price (median, 3:1 blend per 1M)$0.90$0.03
Cheapest paid modelEleutherAI: Llemma 7b ($0.90)ScaleDown: Extract ($0.03)
Longest contextEleutherAI: Llemma 7b (4K)ScaleDown: Extract (1M)
Free models00
Newest modelEleutherAI: Llemma 7b (2025-04-14)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)EleutheraiScaledown
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$84.00 with EleutherAI: Llemma 7b$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 needEleutheraiScaledown
Any modelEleutherAI: Llemma 7b ($0.90)ScaleDown: 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 typeEleutheraiScaledown
text+image+file->text02
text->text10
Price per 1M (3:1 blend)EleutheraiScaledown
Free00
Under $0.5002
$0.50 – $310
$3 – $1000
$10 and up00

Frequently asked questions

How does Eleutherai 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 $0.90 for Eleutherai. The cheapest paid models are EleutherAI: Llemma 7b at $0.90 and ScaleDown: Extract at $0.03.

Is Eleutherai better than Scaledown?

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.

Which has more models, Eleutherai or Scaledown?

Scaledown: Eleutherai lists 1 models and Scaledown lists 2.

Which provider has the longest context window?

Scaledown: Eleutherai's longest is EleutherAI: Llemma 7b at 4K tokens; Scaledown's is ScaleDown: Extract at 1M.

Do Eleutherai or Scaledown offer free models?

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

Which provider has models that can read images?

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

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