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Olam Labs

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AI research · Vendor site 2026-10-04

Olam Labs evaluates frontier AI models in multi-agent simulations where agents cooperate, deceive, and negotiate across games and enterprise-style tasks. The team publishes arena ratings and works with labs on behavioral safety and capability benchmarks.

Updated 2026-10-04View sources
Official website
Category
AI research
Free access
Not confirmed
API access
Not confirmed

Is Olam Labs right for you?

A good fit for

Frontier labs and researchers needing multi-agent behavioral evaluations beyond single-turn benchmarks.

Before you choose

Engagements are contact-led for custom evaluations rather than self-serve product tiers with public pricing.

Behavioral model evaluations

Olam Labs stresses social multi-agent simulations—negotiation, alliances, and deception—as high-fidelity signals for safety and capability beyond static benchmarks.

What it can do

Features & capabilities

Unknown is different from unavailable. Each fact carries its own evidence.

CapabilityValueEvidenceChecked
Multi-agent simsHomepage defines evaluations as multiple agents sharing simulated environments with designed incentives.Facts sourced2026-10-04
Arena ratingsSite publishes an overall arena leaderboard ranking frontier models across negotiation-style games.Facts sourced2026-10-04

Understand the total cost

Olam Labs pricing & plans

Pricing

Not listed

Official monthly price not confirmed

API
Not confirmed
Explore pricing & history

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The practical questions

Frequently asked questions

What is Olam Labs used for?

Olam Labs evaluates frontier AI models in multi-agent simulations where agents cooperate, deceive, and negotiate across games and enterprise-style tasks. The team publishes arena ratings and works with labs on behavioral safety and capability benchmarks.

Does Olam Labs have a free plan?

Not confirmed. This record does not confirm an ongoing free plan.

How much does Olam Labs cost?

A listed monthly price has not been confirmed. See the plan cards for entitlements, billing commitments and seat minimums.

Can I use Olam Labs through an API?

Not confirmed. API access and subscription access may have different terms; consult the linked sources.

What should I check before choosing it?

Engagements are contact-led for custom evaluations rather than self-serve product tiers with public pricing.

Price history

No retained pricing changes yet. A current price alone does not establish a historical trend.

How this profile is supported

Facts apply to the named version and check date. Send a sourced correction if something changed.