Make solver changes
easier to review.
For optimization engineering teams and OR consultancies with an existing solver, a deterministic scorer and authorized, replayable instances.
Start with a reproducible baseline.
1. Reproduce
Review your solver, scoring rules and permitted data. Agree on the objective, validity checks, runtime budget and evaluation splits before testing changes.
2. Experiment
Run controlled candidate experiments within the agreed scope and compute budget. Keep the baseline, inputs and scorer fixed for each comparison.
3. Review the evidence
Inspect validity, objective and runtime on each instance. Receive the experiment record and candidate code when the acceptance criteria are met.
Choose the next useful step.
Evaluate · Free
Compare CSV measurements in your browser. Set objective direction, allowed regression and a runtime limit. Download the report as CSV or JSON.
Open EvaluateFeasibility review
From KRW 800,000 for up to 6 delivery hours. A baseline reproduction, feasibility assessment and scoped experiment plan.
Discuss a feasibility reviewImprovement pilot
From KRW 3,500,000 total including the feasibility review. One solver/problem and up to 40 delivery hours, with a per-instance report and reproducible handoff.
Discuss a pilotScope, taxes, compute budget and schedule are confirmed in a written quote. Improvement is not guaranteed. If no candidate meets the criteria, you receive the baseline reproduction and a no-gain report.
The local comparison tool
Evaluate calculates from the measurements and validity flags in your file. It does not execute or independently validate your solver. A result that meets selected rules qualifies for human review.
Your CSV stays in memory in this browser. No account, server upload or external model call is required.
Run a prepared project locally
The macOS pilot kit runs your local Python adapter, baseline and deterministic scorer using the Python standard library. Connect the files, inspect doctor results and review the separate local approvals before execution.
The optional paid Anthropic connector is off by default and requires your own key, explicit approval and budget. Inspect the requested disclosure before opting in. No live paid API call has been verified.
Prepare a brief and download the pilot kitBring the solver you already have.
Describe the problem, scorer, authorized instances and acceptance criteria. We can confirm whether a scoped review is useful.