The ORCFLO Index
We tested. You decide.
Every major AI model, scored on real business tasks: quality, cost, speed.
The First AI Benchmark For Business
Most AI benchmarks are built for researchers. The ORCFLO Index is built for people who need to choose a model and get to work. We test what actually matters: Can it write clearly? Does it follow instructions — or hallucinate when it doesn't know the answer? And will it give you the same result twice?
We test every model across abilities, behaviors, and consistency. Over 40 real-world cases, each scored on quality, cost, and speed.
Quality. Cost. Speed.
You decide what matters.
Every test case is scored on all three. The right model depends on which one matters most for your task.
Quality
How good is each model's output? Every response is scored by independent judge models against task-specific rubrics. Same rubric, same standards, every model.
Cost
How much does each model cost to complete the same task? We capture the actual cost of every response so you can compare how much each model costs to produce an identical output.
Speed
How long does each model take? We measure wall-clock time from request to completed response. The number that matters when a human is waiting or a downstream process depends on it.
Explore the Index
Select models and tests, tailor to your priorities, and find the right model for your task.
How we test
Every model runs the same tasks, under the same conditions, scored by the same independent process. Designed to evaluate real business outcomes with rigorous, repeatable scoring.
Identical conditions
Every model receives exactly the same task, the same source material, and the same instructions.
Independent judges
Every response is scored by a panel of four judge models from different AI providers.
Bespoke rubrics
Every test case has a scoring rubric written specifically for what that task is testing.
Stop guessing. Start building with the right models.
Join us so you can explore the ORCFLO Index in detail!