Alternatives
Tools that cover the same task as Modal (serverless gpu cloud), ranked by how completely their pricing, free tier and API access are documented. Checked Oct 4, 2026.
UBIAI is an NLP platform for data labeling, LLM fine-tuning, intelligent document processing, and agent workflows. Teams annotate documents, train and evaluate models, run API inference, and collaborate on datasets with tiered plans based on users, models, and monthly document limits.
Best for: ML engineers, annotators, and product teams building NLP or document AI with managed labeling and fine-tuning tooling.
Anchor Browser provides secure cloud browser infrastructure for computer-use AI agents to navigate authenticated web apps, fill forms, and extract data at scale. It offers SDK and MCP integrations, stealth browsing, captcha handling, and usage-based credit billing for sessions and AI steps.
Airtable is a collaborative app-building platform that embeds AI across databases, interfaces, automations, and agents. Teams use it to connect operational data, build no-code workflows, and apply AI to reporting, content, and cross-app integrations at scale.
Best for: Operations, marketing, and product teams that want AI-assisted workflows on structured data with interfaces and automations.
Bitbucket is Atlassian's Git repository and CI/CD platform with native Jira ties, Bitbucket Pipelines, AI-assisted code review, and security scanning integrations. Cloud plans scale from free small teams to Standard and Premium tiers with governance controls and Rovo AI features on Premium.
Best for: Software teams already on Jira who want Git hosting, pull request workflows, and integrated CI/CD in one Atlassian stack.
Stakpak is an open-source autonomous agent that runs on your machines to keep applications healthy, respond to incidents, and report through chat channels. Paid cloud tiers add managed LLM credits, multi-app autopilot, and team billing.
Best for: Developers and platform engineers who want production autopilot without locking into a proprietary PaaS.
Dify is a platform for building production-ready agentic workflows, RAG pipelines, and AI apps with visual orchestration, knowledge bases, plugins, and multi-model support. It offers Dify Cloud SaaS plus self-hosted Community Edition and enterprise deployment options for teams moving from prototype to production.
Fibery is a flexible work platform that replaces scattered SaaS tools with customizable databases, docs, and workflows for product, agency, and software teams. It combines no-code app building, automations, and AI credits in tiered workspace plans.
Ops and product teams who want one workspace to model processes instead of juggling many point tools.
Continual helps companies build custom internal software and AI agents on a shared credit-based workspace. Teams model operations such as supply chain, client services, finance, or engineering workflows without buying per-seat SaaS.
Best for: Operators who want a company OS with AI agents tailored to how their business actually runs.
Cube is an agentic analytics platform built on a universal semantic layer for BI and embedded analytics. It models metrics once, serves governed answers to humans and AI agents, and offers Cube Cloud plans for semantic modeling, workbooks, dashboards, and production deployments.
Best for: Data teams and product companies that need governed metrics for internal BI, embedded analytics, and AI agent workflows.
AI Box is a multi-model AI workspace for chat, image, audio, and video generation across 100+ models with token allowances, cloud storage, and workflow builders. It also exposes an MCP server so external agents such as Claude or ChatGPT can run Box workflows.
Best for: Teams that want one subscription to compare models, run workflows, and connect chat agents via MCP instead of juggling many vendor accounts.
UBIAI has an ongoing free plan. Start for Free tier includes a single user, up to one custom model, and 100 documents per month on the annotation platform. Free plans change, so check the vendor before relying on one.
Bitbucket has the lowest listed starting price at $3.65/mo, compared with $250/mo for Modal.
UBIAI, Anchor Browser, Airtable AI, Stakpak.dev, Dify mention API or developer access.
Best for: SaaS builders, service providers, and enterprises automating web workflows that lack stable APIs.
Best for: Developers and teams building agents, chat apps, and knowledge pipelines who want collaborative workspace deployment on cloud or private infrastructure.