Helicone vs LobeChat

Helicone routes, debugs, and analyzes AI applications through a gateway and observability tools. The gateway provides access to more than 100 models through the OpenAI SDK by changing the model name, and supports load balancing, automatic failovers, and response caching across providers. Helicone logs requests in real time and visualizes multi-step LLM interactions to help locate error causes. Listed integrations include OpenAI, Anthropic, Azure, LiteLLM, Anyscale, Together AI, and OpenRouter. It can run in customer infrastructure through single-click deployment or a production-ready Helm chart; Helicone also states that its cloud is SOC 2, HIPAA, and GDPR compliant. A LangGraph integration tracks calls, sessions, performance, and costs, while an API cost calculator covers more than 300 models and providers. The free Hobby plan includes 10,000 requests, 1 GB storage, one seat, one organization, and seven days of retention. Pro costs $79.00 per month. A seven-day trial is advertised. Helicone says its services remain live in maintenance mode following acquisition by Mintlify, with security updates, new models, and bug and performance fixes continuing.

LobeChat, presented by LobeHub as an agent collaboration platform, brings together persistent agent memory, multi-agent workflows and model orchestration for work and productivity. Agent Groups can form teams automatically, collaborate in parallel, handle multiple tasks and improve results iteratively. Workflow components include Pages, scheduled tasks, Projects and shared Workspaces. Agents can use personal and structured editable memory, with continual learning and adaptive behavior. The platform describes coordination across models and modalities, and its Agent Marketplace offers customizable agents for writing, Q&A, images, video, voice and workflows. Agents can connect to tools and APIs through MCP; listed Skills are compatible with Claude Code, Codex CLI and ChatGPT. LobeChat is available on web, Android, iOS, Linux, macOS, Windows and through self-hosting. Its desktop downloads cover Apple Silicon and Intel Macs, and the desktop app is described as running locally. Cloud plans meter model use in credits and set file and vector storage limits. A Free plan is available; paid plans start at $12.90/mo, with a free trial listed.