Looking for an OpenRouter alternative? Ask for receipts.
OpenRouter is a good aggregator with a huge catalog. But if you’re shopping for an alternative, the real question is trust — and trust wants proof. Keep your provider, keep your keys — we show you both answers on your own traffic.
Credit where due
OpenRouter’s own research makes our case.
OpenRouter is a good aggregator with an enormous catalog. We’re not here to tell you otherwise. We’re here to point at their science.
A budget panel — Gemini Flash + Kimi + DeepSeek — scored 64.7% against GPT‑5.5’s 60.0%, at 50% of the cost.
That finding is the science: on real work, cheaper models pass at the same bar — sometimes a higher one — more often than the price tags suggest. We productize it — not as a benchmark average, but as verdicts on your traffic. Your prompts, your workloads, your bill, graded — with the transcripts to check our grading, so you can see exactly where the savings come from.
The evidence
Run №000: same passing grade, 39× apart on price.
07.02.26 — nine models, one shot each, the same 8-point Playwright audit. Five passed 8/8. Here is what each passing run cost.
39 times the price spread for the same passing grade. Same audit, same one-shot rules — same or better results for less. That’s the receipt.
Fair is fair: GPT 5.5 shipped the best-designed page of the run. Sometimes the frontier earns its price — that’s a verdict too. We call it KEEP.
Four models DNF’d on transport errors — failures in the pipes, not the models: Fable 5, Opus 4.8, Kimi K2.5, MiniMax M2.7. №000 was our open run; the public ledger holds blind contests №001–005.
The skepticism is fair
The complaints about aggregators are trust problems. Receipts fix trust.
Read any thread comparing aggregators and two doubts repeat: billing that doesn’t quite reconcile, and markups you can’t see. That doesn’t make anyone a villain. It makes receipts the whole product — whoever you use.
Bring your own OpenAI and Anthropic keys. Our proxy is a faithful pass-through — same models, same outputs, read-only. There’s no markup to doubt, because your provider bills your keys directly.
Every workload gets a verdict — KEEP, MOVE, or SHADOW — and every verdict is re-gradable from the transcripts. If a grade looks wrong, re-run the grading yourself.
Proxy, shadow runs, reports: $0. We charge only when you flip Pareto — our model — to production, at about half frontier list. A KEEP verdict pays us $0.
Whichever tool you land on — OpenRouter included — ask it for the same three things: both answers, a re-gradable report, and a clear line on what the middle layer costs you. Infrastructure can show you all three. If a tool can’t, that’s worth knowing before you commit.
Receipts
Same prompt. Both answers. You judge.
Pick a prompt. Two answers come back — one from the frontier model, one from the value model. You decide whether the grade holds.
Real runs through our own gateway, July 7 2026 · answers untouched · costs are what the meter read
The mechanism
Proof, not promises.
Point your OpenAI and Anthropic keys at our pass-through proxy. Same models, same outputs, read-only. You keep your provider.
It re-runs a sample of your real requests async, off the production path. Users never see it.
Quality and price per workload, re-gradable from the transcripts. Nothing moves without your sign-off.
Pareto wasn’t ready to enter Run №000 — once it ships, it enters every contest under the same audit.
Live July 15
Send us your AI bill.
We’ll show you the difference.
We’ll write when unbiased.ai opens on July 15. First shadow runs go to the list in order.
Join before July 15 → $50 in credits when we open · keys encrypted, never logged · free until you flip Pareto to production
Prefer email? Send your bill to hello@unbiased.ai