Not Diamond sells model-routing and prompt-optimization tools to developers and engineering teams building AI applications and coding agents.
Stage Undisclosed
Founded —
Headquarters San Francisco, USA
Status Private
notdiamond.ai
Products
Selected offerings — the AI products recorded here, not the vendor's full catalogue.
Not Diamond selects language models for incoming queries and lets developers train custom routers on their own data.
Model router for coding agents: a local proxy that picks the model and reasoning effort for each step of a Claude Code session, in the terminal or in IDE extensions, to cut inference cost at frontier quality, with a dashboard of usage and savings.
Similar products 75 No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.
How this list is ranked ↗
All 75 Capability overlap 69 Shared product type 55 Same company status 53 FA Fireworks AI Late-stage Not Diamond and Fireworks AI both list model training; both also serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare TT The Token Company Undisclosed Not Diamond Code and The Token Company LLM input compression both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either. 1 of 2 capabilities Shared product type Compare B Baseten Late-stage Not Diamond and Baseten both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare HF Hugging Face Late-stage Not Diamond and Inference Providers both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare CC Cactus Compute Undisclosed Not Diamond and Cactus Platform both list model training; scale not recorded for either; ships infrastructure service and platform rather than the same layer. 2 of 2 capabilities Different layer Compare VE Volcano Engine Undisclosed Not Diamond and Machine Learning Platform (机器学习平台) both list model training; scale not recorded for either; ships AI agent, agent platform and 4 more rather than the same layer. 2 of 2 capabilities Different layer Compare EA Eden AI Early-stage Not Diamond and Eden AI both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare U Unsloth Undisclosed Not Diamond and Unsloth both list model training; scale not recorded for either. 2 of 2 capabilities Shared product type Compare TA Together AI Late-stage Not Diamond and Together Fine-Tuning both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare HC Huawei Cloud Undisclosed Not Diamond and Huawei HiLens both list model training; scale not recorded for either. 2 of 2 capabilities Shared product type Compare T Trimio Undisclosed Not Diamond and Trimio both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare C Crusoe Late-stage Not Diamond and Serverless Fine-Tuning both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare D Databricks Late-stage Not Diamond and Databricks Model Training both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare KE Kakao Enterprise Undisclosed Not Diamond and Kubeflow both list model training; scale not recorded for either. 2 of 2 capabilities Shared product type Compare NG Nebius Group Public Not Diamond and Nebius Token Factory both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare NC NAVER Cloud Undisclosed Not Diamond and AiTEMS both list model training; scale not recorded for either. 2 of 2 capabilities Shared product type Compare CM Comet ML Early-stage Not Diamond and Comet Experiment Tracking both list model training; scale not recorded for either. 1 of 2 capabilities Shared product type Compare R Respan Early-stage Not Diamond and Respan AI Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare L LiteLLM Early-stage Not Diamond Code and Auto Router both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer. 1 of 2 capabilities Different layer Compare C CoreWeave Public Not Diamond and CoreWeave Kubernetes Service both list model training; Not Diamond's scale not recorded; ships AI agent, infrastructure service and 1 more rather than the same layer. 2 of 2 capabilities Different layer Compare V Vast.ai Undisclosed Not Diamond and Vast.ai GPU Cloud both list model training; scale not recorded for either; ships infrastructure service rather than the same layer. 2 of 2 capabilities Different layer Compare L Lambda Late-stage Not Diamond and Lambda Inference both serve buyers who need to build on a hosted model API; scale not recorded for either; ships infrastructure service and model API rather than the same layer. 2 of 2 capabilities Different layer Compare L Labelbox Late-stage Not Diamond and Recursion both list model training; scale not recorded for either. 2 of 2 capabilities Shared product type Compare L LangWatch Undisclosed Not Diamond Code and LangWatch AI Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either. 1 of 2 capabilities Shared product type Compare M Modal Late-stage Not Diamond and Modal Notebooks both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare R Requesty Early-stage Not Diamond and Requesty AI Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare AL AI21 Labs Late-stage Not Diamond and AI21 Intelligent Gateway both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare B Browserbase Early-stage Not Diamond and Browserbase Model Gateway both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 1 of 2 capabilities Shared product type Compare B Baidu Public Not Diamond and PaddlePaddle both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare S Splunk Acquired Not Diamond and Splunk AI Toolkit both list model training; Not Diamond's scale not recorded; Splunk is acquired, with no independent scale. 1 of 2 capabilities Shared product type Compare T Toloka Undisclosed Not Diamond and Toloka Train both list model training; scale not recorded for either; ships AI agent, data service and 1 more rather than the same layer. 1 of 2 capabilities Different layer Compare T Turing Late-stage Not Diamond and RL environments both list model training; Not Diamond's scale not recorded; ships agent platform and data service rather than the same layer. 1 of 2 capabilities Different layer Compare LA Liquid AI Undisclosed Not Diamond and LEAP both list model training; scale not recorded for either; ships application and platform rather than the same layer. 2 of 2 capabilities Different layer Compare A AssemblyAI Late-stage Not Diamond and AssemblyAI LLM Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare C Core42 Undisclosed Not Diamond and Core42 Compass both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare TM Thinking Machines Lab Late-stage Not Diamond and Tinker both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare R Redis Undisclosed Not Diamond and Redis LangCache both serve buyers who need to build on a hosted model API; scale not recorded for either. Shared product type Compare O Oracle Public Not Diamond and Generative AI Capabilities both list model training; both also serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare A Appen Public Not Diamond and AI Data Platform both list model training; scale not recorded for either; ships data service and platform rather than the same layer. 1 of 2 capabilities Different layer Compare M Microsoft Public Not Diamond and Azure Machine Learning both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare NR Nous Research Early-stage Not Diamond and Nous Portal both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare A Alibaba Public Not Diamond and Alibaba Cloud Model Studio both list model training; both also serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare SM Super Micro Computer Public Not Diamond and SuperCloud Developer Console (SDX) both list model training; Not Diamond's scale not recorded; Super Micro Computer's scale not comparable: only a revenue estimate, no market cap or valuation; ships hardware and infrastructure service rather than the same layer. 2 of 2 capabilities Different layer Compare O OpenRouter Late-stage Not Diamond and OpenRouter both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 1 of 2 capabilities Shared product type Compare M Mastra Early-stage Not Diamond and Mastra Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare L LangChain Late-stage Not Diamond Code and LangSmith LLM Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either. Shared product type Compare Y Yandex Public Not Diamond and Yandex Translate both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare A Alphabet (Google) Public Not Diamond and AI Hypercomputer both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare AS AI SpendOps Undisclosed Not Diamond Code and AI SpendOps both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships infrastructure service rather than the same layer. Different layer Compare H Helicone Acquired Not Diamond and Helicone AI Gateway both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded; Helicone is acquired, with no independent scale. Shared product type Compare T TrueFoundry Early-stage Not Diamond and TrueFoundry AI Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare H Huawei Undisclosed Not Diamond and MindSpore both list model training; Not Diamond's scale not recorded; Huawei's scale not comparable: only a revenue estimate, no market cap or valuation. 2 of 2 capabilities Shared product type Compare S Spendline Undisclosed Not Diamond Code and Spendline both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships platform rather than the same layer. Different layer Compare D Decart Late-stage Not Diamond and Cogito both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare O Ollama Early-stage Not Diamond and Ollama Cloud both serve buyers who need to build on a hosted model API; scale not recorded for either; ships infrastructure service and model API rather than the same layer. 1 of 2 capabilities Different layer Compare A Amazon Public Not Diamond and Amazon SageMaker Feature Store both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare H Humain Undisclosed Not Diamond and HUMAIN IQ both serve buyers who need to build on a hosted model API; scale not recorded for either. 2 of 2 capabilities Shared product type Compare MA Maxim AI Undisclosed Not Diamond and Bifrost both serve buyers who need to build on a hosted model API; scale not recorded for either; ships application, infrastructure service and 1 more rather than the same layer. Different layer Compare D Dataiku Late-stage Not Diamond and Dataiku LLM Mesh both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded; ships AI agent, agent platform and 3 more rather than the same layer. 2 of 2 capabilities Different layer Compare M Modular Acquired Not Diamond and Modular Cloud both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded; Modular is acquired, with no independent scale. 1 of 2 capabilities Shared product type Compare K Kuaishou Public Not Diamond and Vanchin both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare T Tencent Public Not Diamond and Tencent Cloud TI Platform both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare KC Kilo Code Acquired Not Diamond Code and Kilo Gateway both serve buyers who need to track and cut what we spend on AI models; Not Diamond's scale not recorded; Kilo Code is acquired, with no independent scale. 1 of 2 capabilities Shared product type Compare U UiPath Public Not Diamond and UiPath AI Center both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare Q Quora Early-stage Not Diamond and Poe API both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded. 1 of 2 capabilities Shared product type Compare I IBM Public Not Diamond and IBM watsonx.ai both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare O OpenCode Undisclosed Not Diamond and OpenCode Go both serve buyers who need to build on a hosted model API; scale not recorded for either. 1 of 2 capabilities Shared product type Compare MA Mistral AI Late-stage Not Diamond and Mistral Forge both list model training; Not Diamond's scale not recorded. 1 of 2 capabilities Shared product type Compare E EleutherAI Nonprofit Not Diamond and GPT-NeoX both list model training; Not Diamond's scale not recorded; EleutherAI is a nonprofit, with no independent scale. 1 of 2 capabilities Shared product type Compare F Fal Undisclosed Not Diamond and fal both serve buyers who need to build on a hosted model API; scale not recorded for either; ships AI agent, infrastructure service and 1 more rather than the same layer. 2 of 2 capabilities Different layer Compare BF Black Forest Labs Late-stage Not Diamond and FLUX API both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded; ships application, infrastructure service and 1 more rather than the same layer. 1 of 2 capabilities Different layer Compare E Elastic Public Not Diamond and Elastic Inference Service both serve buyers who need to build on a hosted model API; Not Diamond's scale not recorded; ships agent platform, application and 3 more rather than the same layer. 1 of 2 capabilities Different layer Compare F Factory Late-stage Not Diamond Code and Factory Router both serve buyers who need to track and cut what we spend on AI models; Not Diamond's scale not recorded. 1 of 2 capabilities Shared product type Compare H Hive Late-stage Not Diamond and Hive AutoML both list model training; Not Diamond's scale not recorded. 2 of 2 capabilities Shared product type Compare 4 4Paradigm Public Not Diamond and 4Paradigm Sage AIOS both list model training; Not Diamond's scale not recorded; ships application, hardware and 1 more rather than the same layer. 2 of 2 capabilities Different layer Compare Show all 75 related companies Show fewer Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.
Sources
Total funding
Not found · 14 Oct 2026
Pages read for this record state no funding total.
Valuation
Not found · 14 Oct 2026
Pages read for this record state no valuation or market capitalisation.
Founded
Not found · 14 Oct 2026
Pages read for this record state no founding year.
Public listing
Not found · 14 Oct 2026
No listing on the pages read; treated as private.
Description
Official documentation · 14 Oct 2026
Company page: "Our research-driven products help developers improve agent behavior at scale"
Open Not Diamond in the directory
Something wrong here? Send a correction — quote this company id: not-diamond.