Frontier models drift. The same model, same settings, can be brilliant one minute and slow or shallow the next — demand, maintenance and changes you never see. FrontierScore continuously tests them and scores live quality, speed and reasoning, so you and your routers always pick the best.
You're paying frontier prices for a moving target. Without live visibility, you can't tell a great run from a degraded one until the output disappoints.
The same prompt and settings can return deep, holistic reasoning one hour and shallow, rushed answers the next — with no warning and no changelog.
Latency and throughput move with demand, maintenance and silent infrastructure changes. "Fast" is not a fixed property of a model.
Benchmarks are run once and published. They tell you how a model did last month — not which model is the right call for the request you're about to send.
Deep analytical tasks, run around the clock against every provider — turned into live, comparable scores.
Run curated deep-analysis "frontier tests" across providers, continuously — not once a month.
Capture answer quality, reasoning depth and holistic approach, plus latency and throughput.
Normalize into live quality, speed and an overall preferred score per model and setting.
Publish to the live dashboard and a high-performance API — ready for routers and agents.
See current quality, speed and overall score for every tracked model, refreshed continuously.
Query the current score for any model in milliseconds — built to sit in the hot path of a request.
Feed live scores to smart routers and MCP so they route to whichever model is best right now.
Three dimensions, not one number — so you weight what matters for each workload.
Claude, GPT, Gemini, Grok, DeepSeek and open-weight models, scored on the same scale.
Drop FrontierScore into gateward.ai to power its routing decisions out of the box.
We track the latest models across providers — and add new versions the moment they ship, so the score always reflects today's frontier.
A preview of what alpha participants see. The full live dashboard is rolling out to the alpha over the coming weeks.
One fast call returns the current quality, speed and overall score for any model — turning a plain router or MCP server into an intelligent one.
Gateward routes and governs your models; FrontierScore tells it which model is best moment to moment. Run them together for a local-first gateway that always reaches for the strongest available frontier model.
We're onboarding early testers and research partners to shape the frontier tests, the scoring and the API. If you route, build agents, or just want to stop guessing — let's talk.
Request alpha access →