Not Diamond
Overview
- Slash inference costs by automatically routing each coding task to the most cost-effective language model using Not Diamond's intelligent model prediction engine
- Improve output quality on every input by letting smart routing select the best-fit model across diverse leading language models instead of defaulting to one powerful option
- Eliminate vendor lock-in by integrating Not Diamond with your existing harnesses and gateways, keeping your stack flexible and model-agnostic
- Deploy on any tech stack in minutes through a stack-agnostic secure API that plugs into your existing coding agent workflow without rearchitecting
- Protect sensitive code and data with client-side request handling, optional fuzzy hashing, and direct infrastructure deployment that eliminate proxy exposure
- Meet enterprise security requirements with SOC-2 and ISO 27001 compliance, giving engineering teams a production-grade router they can trust
- Maintain uninterrupted coding agent service with custom Zero-Downtime-Release policies and 24/7 global support for sophisticated AI teams
- Train custom routers on your own evaluation data to optimize model selection for your specific coding use case and maximize routing accuracy
- Eliminate manual prompt tweaking with joint prompt optimization that automatically programs the best prompt for each language model
- Handle production-grade workloads at any scale with a router that delivers consistent accuracy and speed across public benchmarks and real-world coding tasks
Pros & Cons
Pros
- Model selection optimization
- Reduction of inference costs
- Improvement in output quality
- Protection from vendor lock-in
- SOC-2 Compliance
- ISO 27001 Compliance
- Zero-Downtime-Release policies
- 24/7 Support
- Secure API
- Stack-agnostic integrations
- Benchmarks superior performance
- Production-grade workload handling
- Diverse language model support
- Personalized model routing
- Minimized coding efforts
- Cost-efficient modeling
- Fast model selection
- Tradeoffs between speed and quality
- Joint prompt optimization
- Enhanced security with client-side requests
- Fuzzy hashing on API
- Option to train custom routers
- Tool installation using pip and npm
- Reduced latency
- High-quality prediction outcomes
- Precise model routing
- Integrates with existing infrastructure
- Automatic model leveraging
- Increased coding agent efficiency
- Privacy by design
- Friendly for developers
- Efficiency in model swapping
Cons
- Not directly deployable
- Lacks automatic model updates
- Requires manual tweaks
- No multi-language support
- No developer-specific features
- Potential latency issues
- Lack of on-premise solution
- Dependent on client-side requests
- Requires existing evaluation data
- Doesn't support all LLMs
Reviews
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❓ Frequently Asked Questions
Not Diamond is an intelligent AI model router ideated for coding agents. It distinguishes itself through its capacity to aid engineering teams in attaining high-grade outcomes while notably cutting down expenses.
For coding agents, Not Diamond provides smart predictions that allow them to make informed choices about which model to use for each input. In this way, coders are no longer required to adopt the most powerful model for every task, enhancing the overall process and facilitating cost reduction.
Not Diamond achieves integration with existing systems through a seamlessly and securely designed mechanism. It aligns with existing harnesses and gateways, averting vendor lock-in and allowing developers to automatically utilize the best model on each input across varied leading language models.
The benefits of using Not Diamond include its ability to make cost-efficient and accurate recommendations on model selection for each input, significantly reducing inference costs and improving output quality. It can seamlessly integrate into existing tech stacks via a secure API and is built to handle production-grade workloads. Its Zero-Downtime-Release (ZDR) policies and 24/7 support provide additional user convenience.
Not Diamond significantly contributes to cost efficiency by enabling coders to make the right model choices for each task based on its intelligent predictions. This prevents overuse of the more powerful, and typically more expensive, models when simpler models would suffice, leading to significant reductions in inference costs.
Not Diamond provides effective measures against vendor lock-in by integrating with existing harnesses and gateways. This allows for easy model change or upgrade without being tied to a specific vendor or system, ensuring flexibility and freedom for its users.
Not Diamond works across a diverse range of leading language models. Its advanced routing algorithm decides the best model to use for each input, thus providing the best outcome irrespective of the language model being employed.
By selecting the most suitable model for each input based on its intelligent algorithms, Not Diamond ensures that the output quality is optimized for each task. It has been reported to deliver meaningful improvements in output quality for its users.
Not Diamond is engineered for production-grade workloads. Its robust build and efficient algorithms allow it to handle large volumes of data and complex tasks with the same efficacy, accuracy, and speed across any scale.
Demonstrating a strong performance on both public benchmarks and production tasks, Not Diamond has shown high efficacy in terms of accuracy and cost efficiency. This superior performance is a testament to the quality of its algorithms and the versatility in its application.
Yes, Not Diamond can integrate with any tech stack. Its integration characteristics are stack-agnostic via a secure API, hence its versatile use across varied tech stacks.
Not Diamond takes rigorous security measures to protect user data. All requests are made client-side as it does not operate as a proxy. Further, users can enable fuzzy hashing on their API or opt to deploy directly to their infrastructure for enhanced security.
SOC-2 and ISO 27001 are internationally recognized standards that ensure a company's information security. They govern how a company manages and controls data to ensure it's safe. Not Diamond is compliant with both SOC-2 and ISO 27001, thus ensuring that it adheres to the highest level of data security practices.
Not Diamond offers custom Zero-Downtime-Release (ZDR) policies. This enables Not Diamond to be upgraded or changes to be made without any interruption in its functioning, eliminating downtime and providing around-the-clock service.
Yes, Not Diamond provides round-the-clock support to its users from all over the globe, making sure that help is always available and any issues are promptly addressed.
Not Diamond aids in the selection of the most suitable model for each input through smart predictions. Instead of being obliged to follow a one-size-fits-all approach, coders can make discerning selections fostered by these predictions, leading to improved outcomes and efficient resource usage.
Yes, Not Diamond enables you to train your own custom routers. If you have your own evaluation data, you can use that to train your own custom routers optimized to your specific use case, thus customizing and enhancing the routing process.
Not Diamond is equipped with joint prompt optimization support. It intelligently programs the best prompt for each language model to ensure that each model handles the task for which it is the most suited. This feature negates the need for manual tweaking and experimentation, boosting overall efficiency.
Not Diamond ensures privacy by design. It operates as a client-side application rather than a proxy, meaning all requests are made from the client's side, substantially enhancing data privacy and security. Additionally, there is an option to enable fuzzy hashing on the API or to deploy directly to the user's infrastructure for ultimate security.
Yes, you can try Not Diamond for free. Getting started is a simple process that takes less than five minutes. The steps for starting include installing Not Diamond which can be done through pip or npm install commands as mentioned on their website.
Pricing
Pricing model
Freemium
Paid options from
$0.05/image
Billing frequency
Pay-as-you-go
