Cloud observability platform for engineering teams with infrastructure monitoring, APM, log management and AI-assisted features (Bits AI, Watchdog) for automated anomaly and root-cause analysis.
Free accessFree plan
Paid fromInfrastructure Monitoring Pro · contact sales15-month retention, 1,000+ integrations
Infrastructure monitoring free for up to 5 hosts with 1-day metric retention
Infrastructure Pro: 15-month metric retention and 1,000+ integrations
The AI layer of the Elastic Stack, with semantic search (ELSER), native vector search, RAG playground and AI Assistant; usage-based billing by compute, storage and inference tokens.
Free accessFree plan
Paid fromElastic Cloud Serverless (Search) · ab 0,09 $ / VCU-Stunde (Search-Compute)Ingest compute from $0.14/VCU-hour, ML compute from $0.07/VCU-hour
Semantic search with ELSER and native vector search in the Elastic Stack
Retrieval-augmented generation (RAG) playground and AI Assistant
Web-scraping API that turns any URL into clean markdown or structured JSON, ready for AI models; handles JavaScript rendering, rate limiting and proxy rotation automatically.
Free accessFree plan
Paid fromHobby · 16 $5,000 credits/month
Web-scraping API turns URLs into clean Markdown or structured JSON
Crawl, Scrape, Map, Extract, and Actions as API endpoints
Developer-focused JSON-schema platform for forms, APIs and workflows with an open-source core; supplemented by a Universal Agent Gateway and MCP server as governance/development infrastructure for AI agents, not as generative AI inside the form builder itself.
Free accessFree trial
Paid fromForm.io SaaS · 300 USDHosted platform on portal.form.io
JSON-schema platform for forms, APIs and workflows
Google's mapping, routing and place-data APIs with growing AI integration: Gemini-powered place summaries, an agentic UI toolkit, and grounding that anchors AI answers in real map data.
Free accessFree plan
Paid fromStarter · 100 $50,000 calls/month included
Mapping, routing, and place data through Google application programming interfaces (APIs)
Gemini-powered place summaries and agentic UI toolkit
Open-source framework for RAG pipelines and AI agents from the German vendor deepset, free to use under the Apache-2.0 license; optionally paired with the hosted deepset AI Platform, which has a free Studio tier.
Free accessFree plan
Paid fromdeepset AI Platform - Enterprise · contact salesUnlimited workspaces, users and files, custom pipeline-hour package, high-availability production pipelines, cloud or custom deployment, dedicated …
Open-source framework for RAG pipelines and AI agents under the Apache-2.0 license
Connects to OpenAI, Anthropic, Mistral, Hugging Face, Weaviate, Pinecone, and Elasticsearch
Open-source ML platform for Kubernetes under the CNCF umbrella: pipelines, notebooks, distributed training, hyperparameter tuning and model management, free to self-host.
Free accessFree plan
Paid fromnot published
Open-source ML platform for Kubernetes under CNCF
Pipelines, notebooks, trainer, Katib for AutoML/hyperparameter tuning
IT incident-management and on-call alerting platform with automatic alert correlation and generative AI (PagerDuty Advance) for summaries and assistance in the incident workflow.
Free accessFree plan
Paid fromProfessional · 25 $ / 21 $All Free features plus additional on-call schedules and escalation policies
Automatic alert correlation reduces alert fatigue for on-call teams
On-call schedules with configurable escalation policies
Recombee is an AI recommendation engine offered as an API service: developers integrate personalized product recommendations via REST API or SDK into their applications.
AI API that reads technical drawings (PDF/image) automatically and returns dimensions, tolerances, GD&T, threads and title-block data as structured JSON for ERP, PLM and quoting systems.
Free accessFree trial
Paid fromPay-as-you-go · 0,95 €Full production access from day one
Read technical drawings (PDF/image) and return dimensions, tolerances, GD&T, threads and title-block data as structured JSON
Alphabetical order. This is not a quality ranking.
Comparison criteria
We compare free access, paid entry, plan limits, features and the listed official sources. Unsourced figures stay marked as not published.
Methodology
Only confirmed entries appear in the catalog. Prices, plans and limits come from listed official vendor pages. Missing figures stay marked as not published. Result lists are alphabetical by default and can be switched to Free access first; neither is a quality ranking. The vendor page always wins.
Is this a ranking?
No. Result lists are alphabetical by default and can be switched to Free access first. We do not award stars or a test winner.
Do you estimate missing prices?
No. Missing figures stay marked as not published. The current vendor page always wins.
How do you sort the tools?
Result lists are alphabetical by default and can be switched to Free access first. This is not a quality ranking.
