Infrastructure and Platform

Compare the 63 tools in Infrastructure and Platform — independently verified, re-verified on a rolling schedule, graded on capability, pricing and compliance.

What is in Infrastructure and Platform

HokAI tracks 63 active tools in Infrastructure and Platform. 46 of them (73%) publish a free tier you can test before paying. The audience most often named across these listings is product managers, followed by enterprise ai teams.

Infrastructure and Platform — Tools

  • Claude — Claude is Anthropic's AI assistant, with a free tier, paid personal plans, and Team and Enterprise seats. Opus access starts at the first paid plan.
  • AI Unfiltered — No-BS AI media and community for builders: sharp research-backed takes on what's real vs noise, founder/builder workshops, agent infrastructure, 1000+ users in 1 month. London-based, 2025.
  • AI2sql — AI2sql is an AI SQL generator that converts natural language descriptions into optimized SQL queries for 10+ database types, supporting PostgreSQL, MySQL, BigQuery, Snowflake with 90% accuracy.
  • AIML API — Unified gateway to 1000+ AI models from one OpenAI-compatible endpoint. Access GPT-5, Claude Sonnet 5, Sora 2, and Flux. No free plan — pay-as-you-go from a $20 prepaid credit.
  • APIMODELS — One API key for image, video, LLM and audio models, billed only on successful calls, with pay-as-you-go top-ups from $10 and no monthly fee.
  • Akkio — Akkio is a no-code AI analytics platform that trains predictive models up to 100x faster than AutoML, with natural language data queries. Plans start at $49/user/month.
  • AnythingLLM — Free MIT-licensed desktop app that chats with your documents and runs agents on local models, no account needed. About 66,700 GitHub stars.
  • Arc Browser — A Chromium browser with a vertical sidebar that organizes tabs, apps, and bookmarks into separate Spaces.
  • Archil — This hosted file system turns S3 buckets into a POSIX disk with 2 vCPU serverless AI agent sandboxes, billed by the minute, free to start with no credit card.
  • Atmo — Atmo builds AI weather forecasts up to 50% more accurate than traditional models, used by the US Air Force, Navy, and the Philippine government.
  • BetterSelf Check — Free AI-powered personality assessments that take under 2 minutes each, with instant custom insights and no sign-up required.
  • BlazeSQL — BlazeSQL is an AI-powered SQL query tool enabling non-technical users to analyze data in seconds by asking questions in plain English to MySQL, PostgreSQL, and Snowflake databases.
  • Cactus — Open-source engine that runs LLM, speech and vision models on phones and wearables, with 6 language bindings and cloud handoff.
  • Cast.ai — Cast.ai cuts Kubernetes cloud costs 50-70% using automated rightsizing and Spot instance management. Trusted by 2,100+ companies, reached $1B unicorn in 2026.
  • CometAPI — CometAPI is a unified API gateway giving one key and one OpenAI-compatible endpoint to 500+ AI models at roughly 20% below official provider rates.
  • Databricks — Unified Lakehouse platform for data engineering, analytics, and AI, founded 2013, valued at $190B (Aug 2026), with consumption pricing from $0.08 per DBU on the published Premium tier.
  • Dreambeans — Google Labs app turning Gmail, Calendar, Photos and YouTube data into illustrated daily stories, for Google AI Ultra subscribers since June 2026.
  • Encord — Multimodal data platform for AI teams labeling images, video, audio, text, and DICOM/LiDAR data, used by 300+ teams including Toyota and Skydio.
  • Fireworks AI — Enterprise inference platform for open models: serverless tokens from $0.10 per 1M, managed fine-tuning per training token, and dedicated NVIDIA GPUs from $8.00/hr. $1 free credits, self-serve, no cold starts.
  • Formulabot — Formulabot is an AI spreadsheet assistant that generates Excel and Google Sheets formulas, creates charts, and analyzes data 10x faster using natural language queries.
  • GPT4All — Free MIT-licensed desktop app that runs open-weight LLMs offline, with LocalDocs chat over your own folders. About 77K GitHub stars.
  • Gemini for Science — Gemini for Science pairs a hypothesis-tournament agent, an AlphaEvolve experiment runner, and NotebookLM review, backed by two Nature papers at I/O 2026.
  • Google AI Studio — Free web-based IDE for building, testing, and deploying generative AI applications with Google's Gemini models
  • Google Disco — Google Labs' experimental Chromium browser where Gemini 3 (1487 ELO on WebDev Arena) turns open tabs into no-code GenTabs mini apps in a closed macOS-only beta.
  • Groq — Fast open-model inference, now built on NVIDIA-licensed LPU hardware
  • Hugging Face — The AI community building the future. Platform for discovering, sharing and collaborating on machine learning models, datasets and applications.
  • Jan — Open-source desktop app that runs open LLMs offline on Windows, macOS and Linux, with optional cloud models through your own API keys.
  • Kindred Mind — AI journaling app generating thought-provoking questions with emotional pattern tracking for personal growth.
  • LM Studio — Free desktop app that runs open LLMs locally on llama.cpp and MLX, with an OpenAI-compatible local server and an optional $20 cloud plan.
  • MaleCNS Connectome — Free connectome of 166,000+ neurons across an entire male Drosophila nervous system, from HHMI Janelia and Google Research.
  • MealMatch AI — MealMatch AI is an iOS app that builds meal plans for diabetes, PCOS, cancer recovery and heart disease, with an AI guide named Kofi and Instacart checkout.
  • Modal — AI infrastructure that developers love: serverless compute for ML inference, training, and batch processing
  • Msty — Desktop AI workspace that runs local and online models side by side. Free Studio plan and paid Aurum tier. For Windows, macOS and Linux.
  • OSSInsight — OSSInsight is a free AI-powered GitHub analytics platform by PingCAP analyzing 10+ billion open source events to surface trends, rankings, and developer insights across the ecosystem.
  • Ollama — MIT-licensed runtime that runs open-weight LLMs on macOS, Windows and Linux with a local API, plus an optional paid cloud for larger models.
  • Open WebUI — Self-hosted browser chat for Ollama and OpenAI-compatible models, adding retrieval, plugins and user roles. Free software, about 154K GitHub stars.
  • OpenPipe — Fine-tuning platform whose hosted service ended in July 2026 after CoreWeave moved it to W&B; the ART library stays open source.
  • OpenRouter — Single API endpoint for 300+ AI models from OpenAI, Anthropic, Google, and other providers, with one bill and no vendor lock-in.
  • Orthogonal — Unified API gateway for AI agents giving access to 30+ APIs via one key and MCP server, with $10 free credits and pay-per-call billing.
  • Overmind — Open-source platform that turns AI agent traces into scored datasets and LoRA or full fine-tunes of open models from 230M parameters up, with weights you keep.
  • Overview AI — Overview AI builds edge vision cameras with 150+ TOPS of on-device NVIDIA GPU compute to catch manufacturing defects on the production line.
  • Project Genie — Google DeepMind's web-based tool converts a prompt, photo, or sketch into a walkable AI-generated world you can explore in real time.
  • Qlik — Data analytics and integration platform used by 40,000+ organizations worldwide.
  • Replicate — Run open-source AI models via API without managing any GPU infrastructure.
  • Riffusion — Free AI music generator that creates instrumental tracks from text prompts in 30–45 seconds, no login required.
  • Roger AI — Roger AI overlays live, step-by-step click guidance on any app by reading your screen at 1 frame per second, no integrations needed.
  • Rows AI — AI spreadsheet scoring 89% first-try accuracy vs Excel's 53%, with GPT formula functions and 50+ live integrations. Acquired by Superhuman; sunset May 31, 2026.
  • Runcell — AI agent for Jupyter notebooks that writes, runs, and debugs code from natural-language prompts, with a free tier and a paid Pro plan for daily analytical work.
  • Sayvr — Sayvr is a free iOS and Android app that scans meals and fridges with AI to surface recipes and nutrition data, founded in London in 2023.
  • Sisense — Analytics platform for building and embedding white-labeled dashboards inside your own applications.
  • Superb AI — Founded in 2018, Superb AI runs an active-learning data labeling, curation, and model-diagnosis loop for enterprise computer vision teams.
  • Supermicro — Supermicro designs AI server hardware from edge systems (65W TDP) to 8-GPU data center nodes, with $12.68B quarterly revenue and NASDAQ: SMCI listing.
  • Surge AI — Surge AI powers RLHF for Anthropic, OpenAI, and Google, run by a PhD-heavy expert annotator network. Custom enterprise pricing; no free tier or self-serve signup.
  • Tamarind Bio — Runs AlphaFold, RFdiffusion, and other published biology models through one web app and API, used by 10,000+ scientists at biotechs and pharma companies.
  • Tellius — The Agentic Analytics Platform for Enterprise Data Intelligence
  • ThoughtSpot — AI-Powered Agentic Analytics Platform for Self-Service Business Intelligence
  • Together AI — The AI Native Cloud: a full-stack platform for training, fine-tuning, and deploying open-source AI models
  • Touchmark — AI inference forward market (YC S26) where buyers lock in future token capacity on models like GLM, Kimi and Qwen below list price, delivered through an OpenAI-compatible API.
  • Vibrant AI — Planning-governance software that shows whether promised results will land and which conditions are moving them, for enterprise and public buyers.
  • Waydev — Waydev turns Git, Jira, and AI coding tool data into DORA and SPACE metrics, tracking AI adoption ROI for 300+ engineering teams including Fortune 500s.
  • Wondershare Recoverit — Recoverit is desktop data recovery software from Wondershare for Windows and Mac, with a capped free edition and paid monthly, annual, quarterly or one-time plans covering two devices.
  • fast.ai — fast.ai is a free nonprofit deep learning course reaching 500,000+ students with practical top-down teaching and open-source fastai library.
  • llama.cpp — Free MIT-licensed C/C++ engine that runs LLMs locally. 130,000+ GitHub stars, GGUF models, OpenAI-compatible server. A developer tool.

Infrastructure and Platform pricing at a glance

Paid plans in Infrastructure and Platform start at $10 per month, with a median entry point of $30, and the highest published ceiling reaching $1,230,000. Figures cover the 6 of 63 listings that publish a price; the rest quote on request or bundle the tool into a wider plan. If budget is the constraint, 46 listings offer a free tier.

Where these tools run

Across the 63 Infrastructure and Platform listings, 50 run in the browser, 13 ship a Windows build, 16 ship a macOS build, 11 offer a mobile app. Check platform support before shortlisting — it is the constraint most often discovered late.

Infrastructure and Platform — browse by category

Frequently asked questions

How many tools are there in Infrastructure and Platform?

HokAI currently lists 63 active entries in Infrastructure and Platform. Each is verified against the vendor's own pages and re-checked as those pages change, so the count moves as the category does.

Which tools are listed under Infrastructure and Platform?

Claude, AI Unfiltered, AI2sql, AIML API and APIMODELS, among the 63 entries in this section. Each links through to a full profile covering what it does, how it is priced where that is published, and how it compares with the alternatives in the same category.

Are there free Infrastructure and Platform options?

Yes — 46 of the 63 listings in Infrastructure and Platform publish a free tier. Free tiers here usually cap usage volume or hold back the higher-end features rather than expiring, so they suit evaluation before committing.

How much do Infrastructure and Platform tools cost?

Published paid plans start at $10 per month, with the highest published ceiling at $1,230,000. That covers the 6 of 63 listings that publish a price — the remainder quote on request or fold the tool into a broader contract.

Do Infrastructure and Platform tools work on mobile?

11 of the 63 listings in Infrastructure and Platform offer an iOS or Android app; 50 run in the browser, which in practice covers mobile through a responsive interface even without a native app.