Best AI model for sorting and tagging.

Prices checked

gpt-oss-20b at TrustedRouter costs you 4¢ per 10,000 items, the cheapest of 274 models that can do this job, checked .

Cheapest 10

all 392 models
  1. 1

    TrustedRouter · $0.01 in · $0.05 out

    4¢per 10,000 items
  2. 2

    Llama 3.2 3B Instruct

    Runs it themselves

    Inference · $0.02 in · $0.02 out

    6.4¢per 10,000 items
  3. 3

    Llama 3.1 8B Instruct

    Runs it themselves

    Helicone · $0.02 in · $0.03 out

    6.6¢per 10,000 items
  4. 4

    Granite 4.0 H Micro

    Same as maker

    Cloudflare Workers AI · $0.02 in · $0.11 out

    7.3¢per 10,000 items
    View
  5. 5

    Mistral Nemo

    Lower precision (fp8)

    Eden AI · $0.02 in · $0.03 out

    7.5¢per 10,000 items
    View
  6. 6

    Qwen3.7 Flash

    Regional price

    Eden AI · $0.02 in · $0.08 out

    7.5¢per 10,000 items
    View
  7. 7

    Ling 3.0 Flash

    Same as maker

    OpenRouter · $0.02 in · $0.06 out

    7.6¢per 10,000 items
    View
  8. 8

    Nex N2.5 Mini

    Same as maker

    OpenRouter · $0.03 in · $0.10 out

    9.5¢per 10,000 items
    View
  9. 9

    Qwen Flash

    Regional price

    Alibaba Cloud (China) · $0.02 in · $0.22 out

    $0.11per 10,000 items
    View
  10. 10

    DeepSeek V4.1 Flash 1017

    Runs it themselves

    Engy · $0.03 in · $0.12 out

    $0.11per 10,000 items

Other ways to pick

What matters

Structured output
A label from a fixed list, every time. Held to a schema, the answer needs no parsing and no retry when the model gets chatty.
Volume is the point
This is priced per 10,000 items rather than per 1,000, because that is the scale at which people run it, and where a fraction of a cent starts to matter.
Small models do this well
Sorting is the job where the cheapest models hold up best against the expensive ones. Start at the top of this list, not the bottom.
How we count

Tickets into queues, reviews into sentiments, products into categories. Each call is tiny and there are an enormous number of them, so the price per million tokens is the whole story. We count only models with 8k of context or more and structured output, and 274 of the 392 we track qualify. The cheapest of them costs 4¢ per 10,000 items at TrustedRouter. They are ranked by what the work costs, not by the price per million tokens, because a model that is cheap to prompt and dear to answer looks different once you know the shape of the job.

An item is about 300 tokens in and 20 out. A cost per 10,000 items is that multiplied out at the row's own input and output rate, so it says what the work costs; the price per million tokens under each name says what the model costs.

A price below the maker's is listed only when the provider says why.

Resells
The provider sells another company's endpoint, at a margin of its own or at the maker's price.
Runs it themselves
The provider runs the open weights on hardware of its own, so the price is its own rather than a resale.
Same as maker
Sold by someone else at the price the maker charges.
Lower precision
The open weights, served at a lower precision than the maker's, so not quite the same product.
Regional price
A price list for one region, lower than the international one. A region, not a deal.

Frequently asked

What is the cheapest model for sorting and tagging?
gpt-oss-20b at TrustedRouter, 4¢ per 10,000 items at $0.01 in and $0.05 out per million tokens, read on 31 Oct 2026.
How is the cost per unit worked out?
An item is about 300 tokens in and 20 out. Multiply that by 10,000 and price it at each row's own input and output rate. Nothing else is counted: no cache discount, no batch rate, no free tier.
Why do only 274 models qualify?
The job needs 8k of context or more, structured output. Models that fall short are still in the index, they just cannot do this job as described.
How current are these prices?
Prices are read every 3 days from 237 providers' public catalogs and this ranking recomputes with them. Last refresh: 31 Oct 2026.

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