Cognify Studio vs New API
Side-by-side comparison · Updated October 2026
| Description | Cognify AI Studio is designed to revolutionize the way you create product showcases by utilizing artificial intelligence. The platform provides an affordable and fast solution to transform your photos into professional, unique designs without the need for expensive designers and photographers. With features such as customization of design and backgrounds, quick results, easy sharing options, and significantly lower costs, Cognify AI Studio is an efficient tool for businesses looking to enhance their product presentations. | 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 | Product Image Generator | Developer Tools |
| Rating | No reviews | No reviews |
| Pricing | Paid | Open Source |
| Starting Price | $10/mo | N/A |
| Plans |
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| Use Cases |
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| Tags | product showcasesartificial intelligenceprofessional designsaffordablephotos | AI gatewayLLM routingmodel managementrate limitingusage accounting |
| Features | ||
| AI-powered photo transformations | ||
| Customizable designs and backgrounds | ||
| Quick and professional results | ||
| Easy sharing options | ||
| Cost-effective solution | ||
| User-friendly interface | ||
| No need for design skills | ||
| Secure data handling | ||
| Consistent unique image generation | ||
| Ideal for various professional needs | ||
| 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 Cognify Studio | View New API | |
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