Agentic Operations Research

FrontierOR Challenge

An operations research competition where teams build agentic workflows that design, test and improve solvers for optimisation problems.

Already registered? Sign in

Stage 1 opens
4 January 2027
Qualification
4 rounds · 60 problems
Prize pool
$21,000

Organised by

About

Agentic Operations Research

The challenge

Instead of hand-tuning a single algorithm, competitors build agentic workflows that design, test and improve solvers for optimisation problems.

Your team builds

  1. Problem definition

    Your agent receives the published statement and the instance and solution schemas.

  2. Agentic pipeline

    Your agents design, test and improve a solver.

  3. Problem solver

    You submit solver code which can solve new problem instances.

Two tracks, scored separately

Tracks

Main track

Champion track

Open-source dependencies, run in our sandbox

DependenciesOpen-source only. Commercial solvers and remote services are not available.

Runs onOur sandbox. Network disabled, 2 vCPU and 4 GB RAM, a time limit per instance.

You submitSolver code, evaluated against hidden problem instances.

ScoringScored on private instances. The overall champion is selected from this track.

Self-hosted track

Any solver, run on your own infrastructure

DependenciesAnything. Commercial solvers and proprietary software are permitted.

Runs onYour infrastructure, with results submitted within a time window.

You submitObjective values and complete variable assignments.

ScoringWe verify feasibility and recompute objectives before accepting a result.

Sub-tracks

One per problem category and one per formulation, each ranked on its own. Sub-track winners will be announced and recognised.

Timeline

  1. Registration

    Open now

    Create an account and form a team to take part in the challenge.

  2. Stage 1: Qualification

    Opens Monday, 4 January 2027

    Four weekly rounds of 15 audited problems, 60 in all. Each round is open for 7 days, then closes as the next one opens. Build solvers for each round's problems and climb one leaderboard for the whole stage.

    1. Round 1 · 15 problems4–11 Jan
    2. Round 2 · 15 problems11–18 Jan
    3. Round 3 · 15 problems18–25 Jan
    4. Round 4 · 15 problems25 Jan – 1 Feb
  3. Stage 2: Final

    Opens Monday, 8 February 2027

    New problems outside the published benchmark, with unseen instances. Details TBA.

Awards

Six placed teams share $21,000 in main performance prizes, evaluated on the private final dataset. Two further awards recognise contributions to the benchmark and the best write-up.

  • $10,000

    Winner

    First place overall

  • $5,000

    Runner-up

    Second place overall

  • $1,500

    Merit Awards

    Each, third to sixth place

Best New Problem / Instance

For novel, high-quality optimisation problems or instance suites that expand the benchmark.

Best Write-Up

For a thorough, well-documented submission detailing agent methodology, system architecture and findings.

Registration is open

Ready to take part?

Stage 1 starts 4 January 2027, with 15 new problems each week for 4 weeks. The environment and the entrypoint contract are already in the docs.

Questions? Read the FAQ