MiniMax Releases MaxClaw: Cloud-Hosted AI Agent Based on OpenClaw

✍️ OpenClawRadar📅 Published: February 27, 2026🔗 Source
MiniMax Releases MaxClaw: Cloud-Hosted AI Agent Based on OpenClaw
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What MaxClaw Is

MaxClaw is MiniMax's official cloud-hosted AI agent built on the open-source OpenClaw framework. It's a fully managed service that allows deployment of a persistent assistant in 10 seconds without requiring Docker, servers, or API key rotations.

Technical Specifications

The agent is powered by the MiniMax M2.5 model, which features:

  • 229 billion parameter Mixture-of-Experts (MoE) architecture
  • Proprietary Lightning Attention for high-speed inference
  • Up to 100 tokens/second inference speed
  • Massive context window of 200,000 to 1,000,000 tokens

Cost and Performance Claims

According to the source, MaxClaw delivers reasoning and coding capabilities comparable to Claude 3.5 Sonnet at 1/7 to 1/20 of the cost. The source notes this is a claim that requires verification through bench-testing.

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Built-in Features

The agent comes with:

  • Persistent long-term memory of over 200,000 tokens
  • Support for web browsing, code execution, and file analysis autonomously
  • One-click integrations with Telegram, Discord, and Slack

Practical Use Cases

The source suggests MaxClaw is particularly useful for community management or daily communication channels due to its direct messaging platform integrations. It's positioned as a pragmatic alternative to resource-heavy local setups.

The source raises questions about whether the M2.5 model holds up against custom setups for complex multi-step tool calling in real-world scenarios, suggesting this would require bench-testing.

📖 Read the full source: r/openclaw

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👀 See Also