Deep Dream Generator vs New API
Side-by-side comparison · Updated October 2026
| Description | Deep Dream Generator (DDG) is a powerful, free AI image generator that allows users to create stunning visuals based on text or visual prompts. Users have access to various AI models, including Artistic 2, Artistic, DreamForge, and Photonic, both in free and pro versions, to cater to different creative needs. Additionally, DDG features an AI Upscaler for enhancing image quality and the ability to add modifiers to prompts for more customized results. The platform is user-friendly, offering options like creating an account, logging in, and utilizing a wide range of artistic styles and influences. | New API is a self-hosted AI gateway and model-management project maintained in the QuantumNous repository. It brings provider channels, access tokens, model restrictions, usage statistics and cost accounting into one interface. Teams supply their own authorized model-provider access and operate the gateway in their chosen environment. The gateway supports several API formats, including OpenAI-compatible requests, Claude Messages and Google Gemini. Compatibility has boundaries: the README marks Gemini-to-OpenAI conversion as text-only without function calling, and OpenAI-compatible to Responses conversion as in development. Test the exact endpoints, streaming behavior and tool calls your application uses before switching traffic. Routing features include weighted channel selection, automatic retry after failures and user-level model rate limits. The dashboard supports request-based, usage-based and cache-hit cost accounting, with token grouping and model-access controls. These controls can help organize usage, but retries and a common API format do not guarantee uninterrupted service or identical behavior across providers. The current repository license is AGPLv3. Docker Compose is the recommended quick-start path in the README, which also documents Docker commands with SQLite or MySQL. Running the software still involves infrastructure, operations and upstream model charges. Review the current license, secure your deployment and validate accounting against provider bills. Compare LiteLLM if you also want a Python SDK or a documented gateway for MCP servers and agents. |
| Category | NSFW Image Generator | Developer Tools |
| Rating | No reviews | No reviews |
| Pricing | Freemium | Open Source |
| Starting Price | Free | N/A |
| Plans |
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| Tags | AI image generatorDeep Dream GeneratorAI modelsimage qualitytext prompts | AI gatewayLLM routingmodel managementrate limitingusage accounting |
| Features | ||
| AI Upscaler to enhance image quality | ||
| Supports text and visual prompts | ||
| Various AI models including Artistic 2, Artistic, DreamForge, MirageMaker, and Photonic | ||
| Ability to add modifiers to prompts | ||
| User-friendly interface | ||
| Option to create an account or log in | ||
| In-depth blog and about sections | ||
| Wide range of artistic styles and influences | ||
| Conversion of images to text prompts | ||
| Free and pro versions available | ||
| Self-hosted AI gateway and model management | ||
| Provider channels, token groups and model restrictions | ||
| OpenAI-compatible, Claude Messages and Gemini format support | ||
| Documented limits on protocol conversion | ||
| Weighted channel selection and failure retries | ||
| User-level model rate limiting | ||
| Request, usage and cache-hit cost accounting | ||
| Docker Compose deployment documentation | ||
| View Deep Dream Generator | View New API | |
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