Photon

Photon

Moondream
+
+

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About

Photon is Moondream’s official high-performance inference engine, designed to run vision-language models efficiently across cloud, desktop, and edge environments while delivering real-time performance for production AI systems. It is built as a custom inference layer tightly integrated with the Moondream model architecture, using optimized scheduling, native image processing, and purpose-built CUDA kernels to maximize speed and efficiency. This co-designed approach allows Photon to significantly reduce latency compared to traditional VLM setups, enabling responsive interactions on edge devices and real-time throughput on server-grade hardware. It supports deployment across a wide range of NVIDIA GPUs, from embedded systems like Jetson devices to high-end multi-GPU servers, making it adaptable for diverse operational needs. It includes production-ready features such as automatic batching, prefix caching, and memory-efficient attention mechanisms.

About

Together AI provides an AI-native cloud platform built to accelerate training, fine-tuning, and inference on high-performance GPU clusters. Engineered for massive scale, the platform supports workloads that process trillions of tokens without performance drops. Together AI delivers industry-leading cost efficiency by optimizing hardware, scheduling, and inference techniques, lowering total cost of ownership for demanding AI workloads. With deep research expertise, the company brings cutting-edge models, hardware, and runtime innovations—like ATLAS runtime-learning accelerators—directly into production environments. Its full-stack ecosystem includes a model library, inference APIs, fine-tuning capabilities, pre-training support, and instant GPU clusters. Designed for AI-native teams, Together AI helps organizations build and deploy advanced applications faster and more affordably.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI engineers and computer vision teams who need to deploy real-time, high-performance vision-language models across cloud, edge, and on-prem environments

Audience

Together AI is ideal for AI-native teams, researchers, and enterprises that require high-performance GPU infrastructure, frontier-scale model training, and cost-optimized inference at massive scale

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$300 per month
Free Version
Free Trial

Pricing

$0.0001 per 1k tokens
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Moondream
Founded: 2024
United States
moondream.ai/p/photon

Company Information

Together AI
Founded: 2022
United States
www.together.ai/

Alternatives

Alternatives

OptoCompiler

OptoCompiler

Synopsys

Categories

Categories

Integrations

DeepCoder
DeepSeek-V4
DeepSeek-V4-Flash
E2B
GLM-5.1
Kimi K2.6
LLM Gateway
Langtail
Moondream
Nemotron 3 Super
OllaCoder
Orq.ai
Qwen3-Coder
Qwen3.5
Rebolt.ai
StackAI
Superinterface
Unify AI
Wan2.6
gpt-oss-20b

Integrations

DeepCoder
DeepSeek-V4
DeepSeek-V4-Flash
E2B
GLM-5.1
Kimi K2.6
LLM Gateway
Langtail
Moondream
Nemotron 3 Super
OllaCoder
Orq.ai
Qwen3-Coder
Qwen3.5
Rebolt.ai
StackAI
Superinterface
Unify AI
Wan2.6
gpt-oss-20b
Claim Photon and update features and information
Claim Photon and update features and information
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Claim Together AI and update features and information