LongCat-2.0

by MeituanChat

Meituan LongCat-2.0, a reasoning model with tool calling and a 1M-token context window

Context
1.05M tokens
Max output
262,144 tokens
Parameters
1.78T total, 48B active
Released
2026-06-30
Weights
Open
Licence
mit

Weights on Hugging Face

meituan/longcat-2-0 · also seen as longcat-2.0:thinking, longcat-2.0-free, meituan-longcat/LongCat-2.0, meituan/longcat-2.0-20260720

Specifications

Full facts as recorded, incl. what is unknown.

Released
2026-06-30
Weights
Opennot gated
License
mit
Input
Text
Output
Text
Context window
1,049,000 max across endpoints
Max output
262,144
Providers
3 + 6 gateways, not counted as providers
Epoch Capabilities Index
not evaluated
Direct price range
$0.30–$0.75 in · $1.20–$2.95 out per 1M tokens · across all 3 providers
More details
Last updated
2026-07-20
Knowledge cutoff
Weights link
Hugging Face · meituan-longcat/LongCat-2.0
Parameters
1.78T total, 48B active
Developer country
China
Training compute
1.0×10²⁵ FLOP

Capabilities

Across all endpoints: supported if any endpoint supports it.

  • Tool calling
  • Parallel toolsunknown
  • Structured output
  • Reasoning
  • Image input
  • PDF input
  • Audio input
  • Audio outputunknown
  • Video input
  • Prompt caching
  • Web searchunknown
  • Computer useunknown
  • System messagesunknown
  • Assistant prefillunknown
  • Temperature
  • Streamingunknown
  • Attachments

Endpoints

One row per provider and variant; gateways are listed separately.

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Price history

No change since 19 Oct 2026. The cheapest direct price has been $0.30 in / $1.20 out per 1M tokens at AtlasCloud on every data refresh since then.

Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON

Cost calculator

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Similarly priced models

Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).

ModelBlended/1MIn/1MOut/1MContextvs LongCat-2.0
kat-coder-proKwaipilot$0.45$0.30$1.20256K+0%
KAT-Coder-Pro-V2Kwaipilot$0.45$0.30$1.20256K+0%
LongCat 2.5 Preview FreeMeituan$0.45$0.30$1.201.05M+0%
Muse Glimmer 30BMeta$0.45$0.30$1.20131K+0%
MiniMax-M2 HerMiniMax$0.45$0.30$1.2065.5K+0%
Hermes-4-405BNous Research$0.45$0.30$1.20131K+0%
Qwen 3.8 27B FableAlibaba (Qwen)$0.458$0.25$1.50524K+2%
Qwen 3.8 27B HemingwayAlibaba (Qwen)$0.458$0.25$1.50262K+2%

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ModelReleasedContextListed price
LongCat 2.5 Preview Free2026-09-251.05M$0.30 via Vercel AI Gateway
Longcat-Flash-Lite2026-02-06256Kunpriced
Longcat-Flash-Chat2025-11-05131Kunpriced
Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model