MMoondream: Moondream 3 Preview
moondream/moondream3-previewMoondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts).
Modalities
In / out per 1M$0.30 / $2.50
Context31K
ReleasedOct 15, 2026
Providers
1 provider serves this model upstream.
| Provider | Input /M | Output /M | Cache read /M | Latency P50 | Throughput P50 | Uptime |
|---|---|---|---|---|---|---|
| $0.30 | $2.50 | Variable | 0.51s | 223 tps | 100% |
Market-wide measurements, refreshed every 15 minutes. They describe who serves Moondream 3 Preview in general, not how ProjectCOZY routes your requests.
Pricing
List rates per 1M tokens — what Moondream 3 Preview costs pay-as-you-go elsewhere, not what you pay here.
Input
$0.30
per 1M tokens
Output
$2.50
per 1M tokens
Cache read
—
not published
Included in every pass
Moondream 3 Preview is included in every ProjectCOZY pass at no extra cost — one flat rate, no per-token metering. The rates above are there for comparison.
Performance
Time to first token and output speed across every provider, over the last 3 days.
0.0s2.5s5.0s7.5s10.0s
Oct 16, 12 AMOct 16, 8 AMOct 16, 4 PMOct 17, 3 AMOct 17, 10 PMOct 19, 9 AM
Median 90th percentile 99th percentile
0 tok/s200 tok/s400 tok/s600 tok/s800 tok/s
Oct 16, 12 AMOct 16, 8 AMOct 16, 4 PMOct 17, 3 AMOct 17, 10 PMOct 19, 9 AM
Median 90th percentile 99th percentile
Uptime
100% of requests were served successfully over the last 3 days, across all providers.
Last 3 daysAvailability 99.85%
Oct 16, 11:00 AMNow
Availability over the last 24 hoursAvailability 99.73%
100% 90% 80% 70%
Oct 18, 11:40 AMNow
Apps
Tools that most often run Moondream 3 Preview, by tokens this week.
Activity
23.1M tokens processed market-wide in the last month.
02.5M5.0M7.5M10.0M
Oct 15Oct 16Oct 17Oct 18Oct 19
Tokens
FAQ
Which model id do I use for Moondream 3 Preview?
moondream/moondream3-preview. Send it as the model field from any OpenAI-compatible client, against http://192.168.1.55/v1.
How much context does Moondream 3 Preview hold?
32,000 tokens per request, of which up to 4,096 can be the response.
What can it accept and return?
Input: text, image. Output: text.
What does Moondream 3 Preview cost on a pass?
Nothing beyond the pass itself. Pay-as-you-go elsewhere it lists at $0.30 per 1M input tokens and $2.50 per 1M output tokens.
Who built Moondream 3 Preview?
Moondream, in the Moondream family.
Explore
Other models your pass can call.
