Unbiased · Composite system
Pareto 26.10 Preview
The provider describes a system that combines models, rather than a separate model you can download. Its preview can change. The provider’s early tests use different questions and tools, so we do not assign a comparable benchmark score here.
Released 2026-10-01 · Catalog added 2026-10-01 UTC · Checked 2026-10-15. Catalog addition and provider launch are separate dates.
We still need comparable independent tests. You can compare the confirmed features and limits below, but we cannot yet give this version an Agent Fit or Practical Value rating. Test it on your own tasks before switching; results for another version or thinking setting may not apply.
What you can use today
Token prices measure the small pieces of text the model reads or produces. Capacity is the amount the service accepts in a request; check the limits below for any fallback to another model. A dash means the rate is unverified.
Exact catalog ID: unbiased/pareto-26.10-preview. The catalog declares text, image input and tool-calling support.
Rates describe the catalog offer observed on 2026-10-15. Your bill can also include tools, retries and charged thinking tokens. Check the offer used by your application.
Provider release and specifications ↗
Inspect the exact catalog model ↗
Test it before switching
Give each model the same examples, tools and definition of success. Record correct outcomes, response time, retries and total cost. A cheaper token price does not guarantee a cheaper completed task.
Compare caching and long-context costs ↗