Deep Infra vs. Tecton Comparison


Deep Infra 1.0 out of 5 stars	Tecton
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Deep Infra	Tecton
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Deep Infra: About Powerful, self-serve machine learning platform where you can turn models into scalable APIs in just a few clicks. Sign up for Deep Infra account using GitHub or log in using GitHub. Choose among hundreds of the most popular ML models. Use a simple rest API to call your model. Deploy models to production faster and cheaper with our serverless GPUs than developing the infrastructure yourself. We have different pricing models depending on the model used. Some of our language models offer per-token pricing. Most other models are billed for inference execution time. With this pricing model, you only pay for what you use. There are no long-term contracts or upfront costs, and you can easily scale up and down as your business needs change. All models run on A100 GPUs, optimized for inference performance and low latency. Our system will automatically scale the model based on your needs.	Tecton: About Deploy machine learning applications to production in minutes, rather than months. Automate the transformation of raw data, generate training data sets, and serve features for online inference at scale. Save months of work by replacing bespoke data pipelines with robust pipelines that are created, orchestrated and maintained automatically. Increase your team’s efficiency by sharing features across the organization and standardize all of your machine learning data workflows in one platform. Serve features in production at extreme scale with the confidence that systems will always be up and running. Tecton meets strict security and compliance standards. Tecton is not a database or a processing engine. It plugs into and orchestrates on top of your existing storage and processing infrastructure.
Deep Infra: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Tecton: Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Deep Infra: Audience Anyone in search of a solution to run the top AI models to improve their machine learning outcomes	Tecton: Audience Machine Learning solution for companies
Deep Infra: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Tecton: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
Deep Infra: API Offers API Supported	Tecton: API Offers API Supported
Deep Infra: Screenshots and Videos View more images or videos	Tecton: Screenshots and Videos View more images or videos
Deep Infra: Pricing $0.70 per 1M input tokens Free Version Not Supported Free Trial Supported	Tecton: Pricing No information available. Free Version Not Supported Free Trial Supported
Deep Infra: Reviews/Ratings Overall 1.0 / 5 ease 1.7 / 5 features 1.7 / 5 design 3.3 / 5 support 1.0 / 5 Read all reviews	Tecton: 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
Deep Infra: Pros & Cons from Real Users Pros N/A No pros! Even if you set things up to stop wasting money (silent fails etc.), your settings are worthless. Large range of models. On first glance, priced well. Sleek user interface and easy access to API keys. Min top-up is low at $5. Cons The services advertised don't work. - Setup has different levels without correspondence or evidence of redundancy - your programming limits are worthless, the model runs as it pleases In the less than a month I was testing their service, for common, highly used models available for free download on Hugging Face (so they weren't having to pay a middle man like for gpt etc), they: 1) Deleted 1 model entirely and offered no replacement. 2) Increased the price on another model 400%. 3) Doubled the price of another. There was no obvious way to contact them about this on their website other than a sales form.
Deep Infra: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Tecton: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Deep Infra: Company Information Deep Infra deepinfra.com	Tecton: Company Information Tecton Founded: 2019 United States www.tecton.ai/
Deep Infra: Alternatives SambaNova SambaNova Systems	Tecton: Alternatives JFrog ML JFrog
Deep Infra: Runpod 4.2 out of 5 stars	Tecton: NVIDIA Triton Inference Server NVIDIA
Deep Infra: CentML	Tecton: KServe
Deep Infra: Gemini platform Google 4.3 out of 5 stars	Tecton: Feast Tecton
Deep Infra: VESSL AI View All	Tecton: Wallaroo.AI View All
Deep Infra: Categories AI Inference Supported AI Infrastructure Supported LLM API Supported Machine Learning Supported	Tecton: Categories AI Inference Supported Machine Learning Supported

Deep Infra: Integrations Amazon DynamoDB Not Supported Amazon EMR Not Supported Amazon S3 Not Supported Codestral Supported Databricks Not Supported Delta Lake Not Supported Llama Supported Llama 2 Supported Ministral 3B Supported Ministral 8B Supported Mistral 7B Supported Mistral Small Supported Mixtral 8x7B Supported PySpark Not Supported Redis Not Supported SQL Not Supported Snowflake Not Supported TensorFlow Not Supported Unity Catalog Not Supported Show More Integrations View All 24 Integrations	Tecton: Integrations Amazon DynamoDB Supported Amazon EMR Supported Amazon S3 Supported Codestral Not Supported Databricks Supported Delta Lake Supported Llama Not Supported Llama 2 Not Supported Ministral 3B Not Supported Ministral 8B Not Supported Mistral 7B Not Supported Mistral Small Not Supported Mixtral 8x7B Not Supported PySpark Supported Redis Supported SQL Supported Snowflake Supported TensorFlow Supported Unity Catalog Supported Show More Integrations View All 16 Integrations
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