Is Apodex better than Moondream?
It depends on the job: Moondream offers the broader line-up (1 models vs 2), Apodex the longest context (262K tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Apodex vs Moondream
Apodex lists 1 models and Moondream 2. Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.
At a glance
| Apodex | Moondream | |
|---|---|---|
| Models listed | 1 | 2 |
| Models with published pricing | 1 | 2 |
| Typical price (median, 3:1 blend per 1M) | n/a | $0.85 |
| Cheapest paid model | n/a | Moondream: Moondream 3 Preview ($0.85) |
| Longest context | Apodex: Apodex 1.1 Mini (free) (262K) | Moondream: Moondream 3 Preview (32K) |
| Free models | 1 | 0 |
| Newest model | Apodex: Apodex 1.1 Mini (free) (2026-10-01) | Moondream: Moondream 3 Preview (2026-10-15) |
| Price changes in the last 90 days | 0 | 0 |
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) | Apodex | Moondream |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | no suitable model | $72.50 with Moondream: Moondream 3 Preview |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | no suitable model | $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 | no suitable model | no suitable model |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | no suitable model | $39.00 with Moondream: Moondream 3 Preview |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | no suitable model | no suitable model |
Cheapest model for each capability
| You need | Apodex | Moondream |
|---|---|---|
| Any model | none listed | Moondream: Moondream 3 Preview ($0.85) |
| With tool calling | none listed | none listed |
| With image input | none listed | Moondream: Moondream 3 Preview ($0.85) |
| With reasoning mode | none listed | Moondream: Moondream 3 Preview ($0.85) |
| 128K+ context | none listed | none listed |
| 1M+ context | none listed | none listed |
Line-up by type and price tier
| Model type | Apodex | Moondream |
|---|---|---|
| text+image->text | 0 | 2 |
| text->text | 1 | 0 |
| Price per 1M (3:1 blend) | Apodex | Moondream |
|---|---|---|
| Free | 1 | 0 |
| Under $0.50 | 0 | 0 |
| $0.50 – $3 | 0 | 2 |
| $3 – $10 | 0 | 0 |
| $10 and up | 0 | 0 |
Frequently asked questions
Which has more models, Apodex or Moondream?
Moondream: Apodex lists 1 models and Moondream lists 2.
Which provider has the longest context window?
Apodex: Apodex's longest is Apodex: Apodex 1.1 Mini (free) at 262K tokens; Moondream's is Moondream: Moondream 3 Preview at 32K.
Do Apodex or Moondream offer free models?
Apodex: 1 free model (e.g. Apodex: Apodex 1.1 Mini (free)). Moondream: none.
Which provider has models that can read images?
Apodex: 0 of 1 models accept images. Moondream: 2 of 2.