Run open-source AI agents in production, made smarter by a better harness and cheaper by token-efficient inference.
From token to agent. One cloud.
Open-model accuracy on AIME 2025 with Agent Core 2
Throughput density vs. stock open-source stacks
Concurrent agent turns per process, not dozens of VMs*
Accelerator ecosystems: AMD, Nvidia, Qualcomm, Intel
60+ open and proprietary models, one API.
Browse the Model ZooIntroducing UnieAI Agent Core
Agent Core decides when the model reasons, which tools it calls via MCP, what it remembers, and runs it safely in a sandbox.
Baseline scores from the public leaderboard; the UnieAI bar is our internal result.
GPT-5.2 (xhigh)
MiniMax-M2 × UnieAI Agent Core 2
GPT-5.2 (medium)
gpt-oss-120b (high)
gpt-oss-20B (high)
Nova 2.0 Pro
Claude 4.5 Haiku
MiniMax-M2 (baseline)
A purpose-built harness makes models stronger and more reliable. Agent Core 2 lifts MiniMax-M2 on AIME from 78.3% to 97.2%.
Runs across every major accelerator



We work with distributors, FDE teams and application companies, and we own the hard part: Token, harness and hardware. Our partners stay focused on building a moat for their customers, while inference, the agent runtime and deployment are handled by us.
Our agent harness already ships as products. UnieAI Code is a coding agent for open and private models. UnieAI Chat brings an agent mode for slides, financial analysis, report generation and scheduled tasks, for developers and everyday users alike.
Open models. Production agents. One cloud.
Ready to put open-model agents into production?