Atlas / Models / Moondream / Moondream: Moondream 3 Preview

Moondream: Moondream 3 Preview✓ Catalog verified

moondream/moondream3-preview

Moondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts). It handles visual question answering, captioning, OCR, and visual reasoning over images, with...

Input price
$0.30 /1M
Output price
$2.50 /1M
Context
32K
Modalities
textimage
Released
Oct 15, 2026
Tool calling
—
Atlas signal
80/100
01

Overview

Moondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts). It handles visual question answering, captioning, OCR, and visual reasoning over images, with...

Access: available through the official Moondream API. Context window: 32K.

Pricing and metadata from the ModelsAtlas catalog.Last refreshed Oct 16, 2026
02

Specifications

API identifiermoondream/moondream3-preview
ProviderMoondream
Model typeMultimodal LLM
Context window32K catalog
Input modalitiestext · image
Output modalitiestext
ReleasedOct 15, 2026
ModeratedNo
Architecture modalitytext+image->text
Supported parameters
include_reasoningmax_completion_tokensmax_tokensreasoningtemperaturetop_p
Source: provider documentation + catalog feedMethodology →

API defaults

Default parameters
{
  "top_p": 0.9,
  "temperature": 0.2
}
03

Pricing

Live pricing components for moondream/moondream3-preview as published in the catalog.

$0.30
Input /1M
$2.50
Output /1M
—
Per request
—
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$3e-7$0.30 / 1MPer input token
Completion tokens$0.0000025$2.50 / 1MPer output token
Request feeN/AN/APer request
Image feeN/AN/APer image unit
Web search feeN/AN/APer search request
Source: catalog pricing feedCompare all pricing →Cheapest models →
04

Cost calculator

Estimate monthly spend from your own token volumes.

Scale / Volume

Estimated Total Cost

$0.65Calculated from current list pricing in the ModelsAtlas catalog.
05

Capabilities

CapabilityStatusWhat it means
Visual Understanding✓ SupportedImage and document analysis support
Audio ProcessingNot advertisedSpeech and voice aligned flows
Tool CallingNot advertisedSupports tools / function calling
Self-HostingNot advertisedDeploy outside managed APIs
Derived from catalog capability tags and supported parameters
06

Capability signals

Directional signals derived from model metadata and capability tags — not official benchmark submissions.

Moondream: Moondream 3 Preview
MMLU Signal (Reasoning)
92signal
Coding Signal (HumanEval proxy)
74signal
Math Signal (GSM8K proxy)
78signal
Science Signal (GPQA proxy)
74signal
Estimated from metadata — not an official benchmark runAll benchmarks →Methodology →
07

Quick start

Call Moondream: Moondream 3 Preview through an OpenAI-compatible client.

from openai import OpenAI

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="moondream/moondream3-preview",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
08

Alternatives

Closest models by context window from a different provider.

09

Sources & attribution

Pricing and metadata are maintained in the ModelsAtlas catalog.

Capability bars use metadata tags — directional estimates onlyHow we source and verify data →
10

Frequently asked questions

How much does Moondream: Moondream 3 Preview cost?

$0.30 per 1M input tokens and $2.50 per 1M output tokens on the official Moondream API.

What is the context window of Moondream: Moondream 3 Preview?

Moondream: Moondream 3 Preview supports up to 32K tokens of context.

Does Moondream: Moondream 3 Preview support tool / function calling?

Moondream: Moondream 3 Preview does not advertise first-class tool/function calling. Check vendor docs for the latest capabilities.

How do I access Moondream: Moondream 3 Preview?

Use the official Moondream API with the model id `moondream/moondream3-preview`. See the Quick start section above for code examples.

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