ChatInfer vs Elium

ChatInfer provides unified AI inference APIs, chatbot deployment and knowledge-based assistants through web and API access. Its chat completions endpoint uses one request format to route calls across multiple large language model providers, with model routing, retries, fallback routing and rate limiting. A dashboard monitors request volume, token use, latency, errors and cost. The chatbot builder supports embeddable chat, knowledge-based answers, conversation logs and human handoff. Knowledge assistants answer questions from PDFs, Markdown files and web pages with source references. The service is in early access, and API access is limited to selected early-access users; official SDKs are described as forthcoming. The Free plan lists one project and 1,000 monthly requests. Pro costs $29 a month for five projects and 50,000 monthly requests. Business costs $149 a month for unlimited projects and 500,000 monthly requests. Enterprise pricing is custom. Listed paid prices are indicative and may change.

Elium is a knowledge platform that organizes scattered organisational know-how into a governed source for people and AI agents. Web and mobile access support rich articles, tags, permissions, alerts, and an expert directory for social knowledge sharing. Every plan includes unlimited AI search and answers with citations and no usage credits. Governance features cover ownership, validation, retirement, and expiry reminders; Corporate and Enterprise add approval workflows. Elium lists 65 integrations, including Microsoft 365, Google Workspace, MCP, ChatGPT, Claude, SharePoint, OneDrive, Google Drive, Slack, Salesforce, ServiceNow, and Zendesk. GraphQL and Search APIs plus MCP connectivity support custom applications and retrieval pipelines. It offers Android, iOS, web, API, extension, and self-hosted deployment, with SSO and version history. Default hosting is in Google Cloud’s Belgium region, with sovereign French hosting through 3DS Outscale. Elium says customer content is not used to train models. Team costs €15 a month billed yearly with a 10-user minimum; Corporate costs $20 a month billed yearly with the same minimum. There is no free plan, but a free trial is available.