Moondream lists 2 models and Nex Agi 7. Nex Agi is cheaper on a typical model ($0.12 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.
| Moondream | Nex Agi | |
|---|---|---|
| Models listed | 2 | 7 |
| Models with published pricing | 2 | 7 |
| Typical price (median, 3:1 blend per 1M) | $0.85 | $0.12 |
| Cheapest paid model | Moondream: Moondream 3 Preview ($0.85) | Nex AGI: Nex-N2-Mini ($0.04) |
| Longest context | Moondream: Moondream 3 Preview (32K) | Nex AGI: Nex-N2-Mini (262K) |
| Free models | 0 | 2 |
| Newest model | Moondream: Moondream 3 Preview (2026-10-15) | Nex AGI: Nex-N2.5-Mini (2026-09-08) |
| 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) | Moondream | Nex Agi |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $72.50 with Moondream: Moondream 3 Preview | $3.88 with Nex AGI: Nex-N2-Mini |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $61.00 with Moondream: Moondream 3 Preview | $4.00 with Nex AGI: Nex-N2-Mini |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context | no suitable model | $4.20 with Nex AGI: Nex-N2-Mini |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $39.00 with Moondream: Moondream 3 Preview | $2.60 with Nex AGI: Nex-N2-Mini |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | no suitable model | $1.35 with Nex AGI: Nex-N2-Mini |
| You need | Moondream | Nex Agi |
|---|---|---|
| Any model | Moondream: Moondream 3 Preview ($0.85) | Nex AGI: Nex-N2-Mini ($0.04) |
| With tool calling | none listed | Nex AGI: Nex-N2-Mini ($0.04) |
| With image input | Moondream: Moondream 3 Preview ($0.85) | Nex AGI: Nex-N2-Mini ($0.04) |
| With reasoning mode | Moondream: Moondream 3 Preview ($0.85) | Nex AGI: Nex-N2-Mini ($0.04) |
| 128K+ context | none listed | Nex AGI: Nex-N2-Mini ($0.04) |
| 1M+ context | none listed | none listed |
| Model type | Moondream | Nex Agi |
|---|---|---|
| text+image->text | 2 | 6 |
| text->text | 0 | 1 |
| Price per 1M (3:1 blend) | Moondream | Nex Agi |
|---|---|---|
| Free | 0 | 2 |
| Under $0.50 | 0 | 5 |
| $0.50 – $3 | 2 | 0 |
| $3 – $10 | 0 | 0 |
| $10 and up | 0 | 0 |
Nex Agi is cheaper on a typical model: a median of $0.12 per 1M tokens (3:1 input/output) against $0.85 for Moondream. The cheapest paid models are Moondream: Moondream 3 Preview at $0.85 and Nex AGI: Nex-N2-Mini at $0.04.
It depends on the job: Nex Agi offers the broader line-up (2 models vs 7), Nex Agi the lower typical price, Nex Agi the longest context (262K tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Nex Agi: Moondream lists 2 models and Nex Agi lists 7.
Nex Agi: Moondream's longest is Moondream: Moondream 3 Preview at 32K tokens; Nex Agi's is Nex AGI: Nex-N2-Mini at 262K.
Moondream: none. Nex Agi: 2 free models (e.g. Nex AGI: Nex-N2.5-Mini (free)).
Moondream: 2 of 2 models accept images. Nex Agi: 6 of 7.