Agnes Models

4 modelsGeneral models free to startUp to 1M context

Usage

Last 1 days · 2026-08-11 to 2026-08-11

Tokens

3.8K

Requests

6

Models in use

2 of 4

Tokens per day

01.9K3.8K08-112026-08-11 — 3,810 tokens

Which models that traffic went to

  1. agnes-2.5-flash100.0%3.8K

Share of 3.8K tokens. 1 models with traffic report no token counts and cannot be ranked here, including agnes-image-2.1-flash — they are in the request view.

The two views disagree on purpose: a model can take a large share of the calls and a small share of the tokens — many short requests — or the reverse. Which one matters depends on whether your cost is driven by call volume or by prompt length. Measured on AIHubMix over the last 1 days, counting the 4 model IDs listed on this page; traffic routed through upstream-specific IDs that are not in the public catalog is not included.

All 4 Agnes Models

Open in model list
Agnes models on AIHubMix with input and output modalities, context length, maximum output, price per million tokens including cache read and cache write rates, and measured throughput and latency.
Modalities
agnes-2.5-proTakes text, vision, returns text.1M66K$0.45$0.90/M$0.0038/M
agnes-2.5-pro-alphaTakes text, vision, returns text.1M66K$0.45$0.90/M$0.0038/M
agnes-2.5-flashTakes text, vision, returns text.512K57K$0.03$0.15/M131 tok/s1.42 s
agnes-image-2.1-flashTakes text, vision, returns vision.FreeFree/M

Prices are USD per million tokens; cache read and cache write are the rates for prompt-cache hits and for writing a prompt into the cache. Throughput and latency are measured on AIHubMix — the same figures the model detail page shows — not vendor claims. A dash means the catalog does not publish that field for that model, which is not the same as the model not supporting it.

Agnes on AIHubMix

Which Agnes model should I start with?

agnes-image-2.1-flash is free on input — the cheapest entry here that declares a token price. Move up to agnes-2.5-pro when answer quality matters more than cost.

Which of these models reason before answering?

3 of the 4 models here declare a reasoning phase — they work through the problem before producing an answer, which helps on multi-step problems at the cost of extra output tokens. Use the Reasoning filter above the table to see them. The catalog does not record anything further about how they differ, so this page does not sort them into families.

Why are there several entries for the same model?

Because each row is a route you can call, not a model release. Some IDs name an upstream (azure-, alicloud-, cc-), and some differ only in capitalisation, kept so older integrations keep working.

The catalog does not carry a field saying which of those a given row is, so this page does not sort them into buckets it would have to invent. Every row shows that route’s own price, context and speed — compare those directly, and open a model to see the upstreams that serve it.

How is cached input billed?

The Cache read column is the rate for input tokens served from the prompt cache — for example agnes-2.5-pro bills cache hits at 0.84% of the input rate and agnes-2.5-pro-alpha bills cache hits at 0.84% of the input rate. Cache write is the surcharge for putting a prompt into the cache in the first place, and only a few upstreams bill it separately. A dash in either column means the catalog carries no cache rate for that model, so plan on paying the full input rate.

Do I need a separate Agnes account?

No. One AIHubMix key covers every model on this page, and switching between them is a change to the model string — billing, rate limits, and logs stay in one place.

Start calling Agnes in one line

One key, one endpoint, 844 models across 35 providers.