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LongCat-2.5-Preview

meituan·meituan/longcat-2.5-preview·GA·Closed·longcat series·NEW
Meituan's multimodal reasoning model for coding and agent tasks, with image understanding and a 1M-token context window

Specs & pricing

Input / output per 1M tokens
Reference price·NanoGPT
$0.75 / $2.95
Blended $1.30 · Cache read $0.015
Lowest paid·Vercel AI GatewayCloud
$0.30 / $1.20
Blended $0.53 · 2.5× spread
Context
1,000,000
Output limit
131,072
Knowledge cutoff
—
Released / updated
2026-09-25 / 2026-09-25
Capabilities
✓ Reasoning✓ Tool useStructured output✓ Temperature✓ Attachments
Modalities
TextImage

Available at 2 providers2 with public prices

ProviderTierInputOutputCache readCache writeContextOutput limitStatus
Vercel AI GatewayCloud$0.30$1.20$0.006—1,048,576 ⚠131,072
NanoGPTGateway$0.75$2.95$0.015—1,000,000131,072

Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.

Reasoning control

Toggle (on / off)

1 / 2 providers expose no reasoning control (reasoning_options: []).

Your usage cost

1Vercel AI Gateway$84.72
2NanoGPT$209.30
The cheapest paid channel is the only channel.

Price historyone sample accumulated per data sync

Input list $0.75Output list $2.95Min blended $0.53

Price history accumulates from each data sync; currently only 1 sample(s) (2026-09-28). Each future sync adds a point, and once accumulated a line is drawn here.

Related models

meLongCat 2.5 Preview Freesame series$0 / $0meLongCat-2.0same series$0.75 / $2.95meLongCat 2.0 Thinkingsame series$0.75 / $3.00GLM-5.3-Flashcheaper alternative$0.15 / $0.50DeepSeek V4.1 Flashcheaper alternative$0.15 / $0.60DeepSeek V4 Flash 0731cheaper alternative$0.45 / $1.34GPT-5.6 Lunacheaper alternative$0.20 / $1.20
Data partly from models.dev (MIT) · NanoGPT official docs ↗