Amazon lists 5 models and Moondream 2. Amazon is cheaper on a typical model ($0.85 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.
| Amazon | Moondream | |
|---|---|---|
| Models listed | 5 | 2 |
| Models with published pricing | 5 | 2 |
| Typical price (median, 3:1 blend per 1M) | $0.85 | $0.85 |
| Cheapest paid model | Amazon: Nova Micro 1.0 ($0.06) | Moondream: Moondream 3 Preview ($0.85) |
| Longest context | Amazon: Nova 2 Lite (1M) | Moondream: Moondream 3 Preview (32K) |
| Free models | 0 | 0 |
| Newest model | Amazon: Nova 2 Lite (2025-12-02) | Moondream: Moondream 3 Preview (2026-10-15) |
| 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) | Amazon | Moondream |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $5.43 with Amazon: Nova Micro 1.0 | $72.50 with Moondream: Moondream 3 Preview |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $5.60 with Amazon: Nova Micro 1.0 | $61.00 with Moondream: Moondream 3 Preview |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context | $5.88 with Amazon: Nova Micro 1.0 | no suitable model |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $3.64 with Amazon: Nova Micro 1.0 | $39.00 with Moondream: Moondream 3 Preview |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | $1.89 with Amazon: Nova Micro 1.0 | no suitable model |
| You need | Amazon | Moondream |
|---|---|---|
| Any model | Amazon: Nova Micro 1.0 ($0.06) | Moondream: Moondream 3 Preview ($0.85) |
| With tool calling | Amazon: Nova Micro 1.0 ($0.06) | none listed |
| With image input | Amazon: Nova Lite 1.0 ($0.10) | Moondream: Moondream 3 Preview ($0.85) |
| With reasoning mode | Amazon: Nova 2 Lite ($0.85) | Moondream: Moondream 3 Preview ($0.85) |
| 128K+ context | Amazon: Nova Micro 1.0 ($0.06) | none listed |
| 1M+ context | Amazon: Nova 2 Lite ($0.85) | none listed |
| Model type | Amazon | Moondream |
|---|---|---|
| text+image+file+video->text | 1 | 0 |
| text+image->text | 3 | 2 |
| text->text | 1 | 0 |
| Price per 1M (3:1 blend) | Amazon | Moondream |
|---|---|---|
| Free | 0 | 0 |
| Under $0.50 | 2 | 0 |
| $0.50 – $3 | 2 | 2 |
| $3 – $10 | 1 | 0 |
| $10 and up | 0 | 0 |
They cost the same on a typical model: a median of $0.85 per 1M tokens (3:1 input/output) against $0.85 for Moondream. The cheapest paid models are Amazon: Nova Micro 1.0 at $0.06 and Moondream: Moondream 3 Preview at $0.85.
It depends on the job: Amazon offers the broader line-up (5 models vs 2), Amazon the longest context (1M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Amazon: Amazon lists 5 models and Moondream lists 2.
Amazon: Amazon's longest is Amazon: Nova 2 Lite at 1M tokens; Moondream's is Moondream: Moondream 3 Preview at 32K.
Neither lists a free model; both are pay-per-token.
Amazon: 4 of 5 models accept images. Moondream: 2 of 2.