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.
These are real scores, delayed 1 hour and shown hourly. Live, realtime data is unlocked in the beta.
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.
The full dashboard is free — signed in for real-time, or open with a 1-hour delay. Paid tiers add the API, SDK, MCP and higher limits.
Become an R&D member for a free Premium subscription.
From a one-line change to full control — consume the routing intelligence however your stack prefers, with built-in failover on every path.
Point your app at Gateward's OpenAI-compatible endpoint — change nothing else. It routes every call to the best model and keeps your keys vaulted. x-route-task: reasoning
Add the FrontierScore MCP server; your agent calls best_model() before a step and routes accordingly — ideal when your orchestrator already speaks MCP.
Call /v1/route?task=reasoning from your own router and act on the recommendation yourself — maximum control when you already have a routing layer.
Connect Claude, Cursor or any MCP-capable assistant to Digital One and it can onboard you to FrontierScore, issue your API keys, and even join you to the contributor fleet — on your behalf, with your approval, and only what you allow.
Your agent enables FrontierScore and issues the API key you'll route with — without you ever leaving the chat.
“Join me to the FrontierScore fleet” returns a one-command worker installer, ready to run — your path to a free Premium subscription.
Approve once in your browser via a standard OAuth 2.1 device flow — scoped to exactly what you allow, every action audited, and revocable anytime.
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.
Help measure the AI frontier from your region. Run one lightweight worker that probes the major models with your own API keys — you share only the measurements, never your keys, prompts or data. While it qualifies, your whole organization is on the Premium tier, free.
Regional measurements from a small worker that probes the major models using your own keys — latency, success rates and scoring inputs, signed and sent back. Stats, not data.
The Premium tier across the suite — the high-performance API and full dashboard (the complete live model-health view, history and routing signals) — free while you qualify.
Your API keys live only inside your worker, in your environment. It uses them locally to call the models; only the measurements it produces are signed and sent to us. We never receive, store or use your keys, and we never see your prompts, traffic or business data.
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.