Olam Labs
Evaluating models in multi-agent simulations
Olam Labs provides behavioral evaluations of AI models through multi-agent simulations, where models cooperate, deceive, and negotiate in shared environments. The simulations are designed to surface emergent behaviors relevant to model safety and capability, covering tasks such as social negotiation games, real-world enterprise tasks, and swarms. Environments are configured with specific incentives and participant roles to produce high-fidelity signals about how models perform in socially complex settings.
The product includes an Arena with an overall rating and per-game rankings across models, alongside research environments such as Market Sim and Tokenshire (AI Town). Evaluations are organized under Arena, Evaluations, and Research sections, and the team works with frontier AI labs and researchers on reinforcement learning, research, and evaluations. The offering is aimed at AI labs and researchers; contact is made through a direct outreach channel, with no stated free plan, trial, or seat-based packaging.
12 alternatives to Olam Labs
Ranked by how well each tool replaces Olam Labs: shared features, audience, price and popularity.
AI Systems Built for the Enterprise
Covers 0 of 8 key features and has a free plan.
Free plan64 out of 100 matchUsage-based- 61 out of 100 matchContact sales
An API for open models, usable locally or in the cloud
Covers 0 of 8 key features, has a free plan and is open source.
Free planOpen source60 out of 100 match$100/mo- 59 out of 100 match—
- 59 out of 100 matchFree
- 59 out of 100 matchContact sales
Open-source AI gateway that puts your AI stack behind one OpenAI-compatible key.
Covers 1 of 8 key features, has a free plan and is open source.
Free planOpen source59 out of 100 matchFree- 58 out of 100 match—
LLM evaluation platform for enterprises
Covers 0 of 8 key features and has a free plan.
Free plan58 out of 100 matchContact salesTake control of your ML and AI complexity
Covers 0 of 8 key features and is open source.
Open source58 out of 100 match—The AI community building the future
Covers 0 of 8 key features and has a free plan.
Free plan57 out of 100 match$9/moAutonomously scaling environments
Covers 0 of 8 key features and is open source.
Open source57 out of 100 match—