L2美团 LongCat 2.5 Preview

Identity and evidence for this model. Performance depends on the endpoint, task and measurement conditions.

Updated: 2026-10-10

Availability & identity

Configured on TOKRACE; runtime availability is checked when called.

https://api.longcat.chat/openai/v1

Version and API identifier

LongCat-2.5-Preview

Official source · The exact API ID was callable on October 10, 2026. Official docs list 1M context, 128K maximum output and a thinking switch. This review tests short text and small functions, not long context, images or tools. Official promotional prices and TOKRACE free quotas are separate; invoices determine actual charges.

Read the first-look review and original answers

Endpoint pricing

Unknown or not billed per token. No zero-cost assumption is used.

Full price table

Standard test evidence

No published standard report yet. Task suitability has not been established.

Historical community submissions

These unverified submissions mix tasks, regions and settings; they cannot establish a fair model ranking. They are not standard-test evidence.

EndpointCompleted / attemptsMedian tok/sLast submitted
api.longcat.chat1/163.02026-10-03

All models · Method and limitations

美团 LongCat 2.5 Preview · TOKRACE · 百模竞速 TOKRACE