Meta lists 16 models and Moondream 2. Meta is cheaper on a typical model ($0.23 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.
| Meta | Moondream | |
|---|---|---|
| Models listed | 16 | 2 |
| Models with published pricing | 16 | 2 |
| Typical price (median, 3:1 blend per 1M) | $0.23 | $0.85 |
| Cheapest paid model | Llama Guard 3 8B ($0.03) | Moondream: Moondream 3 Preview ($0.85) |
| Longest context | Meta: Llama 4 Scout (1.3M) | Moondream: Moondream 3 Preview (32K) |
| Free models | 2 | 0 |
| Newest model | Meta: Llama Guard 4 12B (2025-04-30) | Moondream: Moondream 3 Preview (2026-10-15) |
| Price changes in the last 90 days | 26 | 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) | Meta | Moondream |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $2.70 with Llama Guard 3 8B | $72.50 with Moondream: Moondream 3 Preview |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $3.00 with Llama Guard 3 8B | $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 | $6.96 with meta-llama/Llama-3.1-8B-Instruct | no suitable model |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $1.96 with Llama Guard 3 8B | $39.00 with Moondream: Moondream 3 Preview |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | $1.06 with Llama Guard 3 8B | no suitable model |
| You need | Meta | Moondream |
|---|---|---|
| Any model | Llama Guard 3 8B ($0.03) | Moondream: Moondream 3 Preview ($0.85) |
| With tool calling | Meta: Llama 3 8B Instruct ($0.03) | none listed |
| With image input | Meta: Llama 3.2 11B Vision Instruct ($0.05) | Moondream: Moondream 3 Preview ($0.85) |
| With reasoning mode | none listed | Moondream: Moondream 3 Preview ($0.85) |
| 128K+ context | Llama Guard 3 8B ($0.03) | none listed |
| 1M+ context | Meta: Llama 4 Scout ($0.28) | none listed |
| Model type | Meta | Moondream |
|---|---|---|
| text+image->text | 4 | 2 |
| text->text | 12 | 0 |
| Price per 1M (3:1 blend) | Meta | Moondream |
|---|---|---|
| Free | 2 | 0 |
| Under $0.50 | 10 | 0 |
| $0.50 – $3 | 2 | 2 |
| $3 – $10 | 2 | 0 |
| $10 and up | 0 | 0 |
Meta is cheaper on a typical model: a median of $0.23 per 1M tokens (3:1 input/output) against $0.85 for Moondream. The cheapest paid models are Llama Guard 3 8B at $0.03 and Moondream: Moondream 3 Preview at $0.85.
It depends on the job: Meta offers the broader line-up (16 models vs 2), Meta the lower typical price, Meta the longest context (1.3M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Meta: Meta lists 16 models and Moondream lists 2.
Meta: Meta's longest is Meta: Llama 4 Scout at 1.3M tokens; Moondream's is Moondream: Moondream 3 Preview at 32K.
Meta: 2 free models (e.g. Meta: Llama 3.2 3B Instruct (free)). Moondream: none.
Meta: 4 of 16 models accept images. Moondream: 2 of 2.