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Lab · China

Ant Group

AI models from Ant Group: 162 models in the catalog, version timeline, prices and sourced benchmarks.

  • 162 models in the catalog
  • 155 with open weights
  • 7 closed or without public weights
  • 3 with sourced benchmarks
  • 4 with a page here

We count grouped models: Instruct, Base, quantized and size variants of the same line become one. Behind that there are 234 Hugging Face repositories, 4 OpenRouter endpoints and 20 historical records at Epoch AI.

Version timeline by family

Main model lines

20262026Ling-liteLing-liteLing-lite, 2025Ling-lite 1.5, 2025Ling-Plus ("Bailing")Ling-Plus (…Ling-Plus ("Bailing"), 2025Ling-mini-base2.0Ling-mini-base 2.0, 2025Ling-flash-base2.0Ling-flash-base 2.0, 2025Ling-flash2.0Ling-flash 2.0, 2025Ling1Ling 1, 20252.5Ling 2.5, 20262.6Ling 2.6, 20263.0Ling 3.0, 20263.1Ling 3.1, 202620262026Ling-liteLing-lite, 20251.5Ling-lite 1.5, 2025Ling-Plus ("Bailing")Ling-Plus ("Bailing"), 2025Ling-mini-base2.0Ling-mini-base 2.0, 2025Ling-flash-base2.0Ling-flash-base 2.0, 2025Ling-flash2.0Ling-flash 2.0, 2025Ling1Ling 1, 20252.5Ling 2.5, 20262.6Ling 2.6, 20263.0Ling 3.0, 20263.1Ling 3.1, 2026
Research and others (27)
202120212022202220232023202420242025202520262026TCAN (PTB)TCAN (PTB)TCAN (PTB), 2020BaiLingBaiLingBaiLing, 2023CodeFuseCodeFuseCodeFuse, 2023BaiLing TTSBaiLing TTSBaiLing TTS, 2024Bailing-ProBailing-Pro-20250225Bailing-Pro-20250225, 2024Ring-liteRing-liteRing-lite, 2025Ming-Lite-OmniMing-Lite-O…Ming-Lite-Omni, 2025Ming-Lite-Omni 1.5, 2025Finix-P1Finix-P 1, 2025Agentar-Fin-R1Agentar-Fin-R 1, 2025Ling-mini2.0Ling-mini 2.0, 2025Ring-mini2.0Ring-mini 2.0, 2025LLaDA-MoELLaDA-MoELLaDA-MoE, 2025Ring-flash2.0Ring-flash 2.0, 2025Ring-mini-linear2.0Ring-mini-linear 2.0, 2025Ring-flash-linear2.0Ring-flash-linear 2.0, 2025Ring1Ring 1, 2025Ring 2.5, 20262.6Ring 2.6, 2026LLaDA2.0LLaDA 2.0, 2025LLaDA 2.1, 2026TwinFlowTwinFlowTwinFlow, 2025TwinFlow-Z-ImageTwinFlow-Z-…TwinFlow-Z-Image, 2025UI-Venus1.5UI-Venus 1.5, 2026Ming-flash-omni2.0Ming-flash-omni 2.0, 2026Ming-omni-tts16.8Ming-omni-tts 16.8, 2026ZwZZwZZwZ, 20262ZwZ 2, 2026LLaDA-ImageLLaDA-ImageLLaDA-Image, 2026Realtime-VenusRealtime-Ve…Realtime-Venus, 2026Ming-Image0.1Ming-Image 0.1, 2026Ming3.0Ming 3.0, 2026202220222024202420262026TCAN (PTB)TCAN (PTB), 2020BaiLingBaiLing, 2023CodeFuseCodeFuse, 2023BaiLing TTSBaiLing TTS, 2024Bailing-ProBailing-Pro-20250225, 2024Ring-liteRing-lite, 2025Ming-Lite-OmniMing-Lite-Omni, 20251.5Ming-Lite-Omni 1.5, 2025Finix-P1Finix-P 1, 2025Agentar-Fin-R1Agentar-Fin-R 1, 2025Ling-mini2.0Ling-mini 2.0, 2025Ring-mini2.0Ring-mini 2.0, 2025LLaDA-MoELLaDA-MoE, 2025Ring-flash2.0Ring-flash 2.0, 2025Ring-mini-linear2.0Ring-mini-linear 2.0, 2025Ring-flash-linear2.0Ring-flash-linear 2.0, 2025Ring1Ring 1, 2025Ring 2.5, 2026Ring 2.6, 2026LLaDA2.0LLaDA 2.0, 2025LLaDA 2.1, 2026TwinFlowTwinFlow, 2025TwinFlow-Z-ImageTwinFlow-Z-Image, 2025UI-Venus1.5UI-Venus 1.5, 2026Ming-flash-omni2.0Ming-flash-omni 2.0, 2026Ming-omni-tts16.8Ming-omni-tts 16.8, 2026ZwZZwZZwZ, 2026ZwZ 2, 2026LLaDA-ImageLLaDA-Image, 2026Realtime-VenusRealtime-Venus, 2026Ming-Image0.1Ming-Image 0.1, 2026Ming3.0Ming 3.0, 2026

This group holds benchmarks, datasets, research artifacts, and lines from brands that are not in this area's catalog.

Tap a point to see the version.Tap or hover over a point to see the version. Dates come from the sources: OpenRouter listing or Hugging Face repo creation, which may differ from the official launch. Family and version were grouped by rule from the name.

Version scores over time

0%25%50%75%100%GPQA Diamond (OpenRouter): Ling 3.0 Flash, 76.5%, 2026GPQA Diamond (OpenRouter): Ling 3.0 Flash VL, 84.8%, 2026GPQA Diamond (OpenRouter): Ling 3.1 Flash, 94.8%, 2026τ-bench Verified (airline): Ling 3.0 Flash, 74%, 2026τ-bench Verified (airline): Ling 3.0 Flash VL, 72%, 2026τ-bench Verified (airline): Ling 3.1 Flash, 79.3%, 2026
  • GPQA Diamond (OpenRouter)
  • τ-bench Verified (airline)

Source: Epoch AI, OpenRouter, latest version we checked.

Version prices over time (US$ per 1M tokens, log scale) ?what it is

$0.01$0.10$1.00input: Ling 3.0 Flash, US$ 0.021, 2026input: Ling 3.0 Tiny, US$ 0.015, 2026input: Ling 3.0 Flash VL, US$ 0.06, 2026input: Ling 3.1 Flash, US$ 0.045, 2026output: Ling 3.0 Flash, US$ 0.063, 2026output: Ling 3.0 Tiny, US$ 0.045, 2026output: Ling 3.0 Flash VL, US$ 0.18, 2026output: Ling 3.1 Flash, US$ 0.14, 2026
  • input
  • output

Source: OpenRouter, latest version we checked. Dates come from the sources: OpenRouter listing or Hugging Face repo creation, which may differ from the official launch.

Models with a page (4)

ModelFamilyWeightsUse casesInput US$/1MContextGPQADates in sources
Ling 3.1 FlashLing FlashundisclosedText, AgentsUS$ 0.0451,000,00094.8%2026
Ling 3.0 Flash VLLing Flash VLopenText, AgentsUS$ 0.06131,07284.8%2026
Ling 3.0 TinyLing TinyopenText, AgentsUS$ 0.015262,144no data2026
Ling 3.0 FlashLing FlashopenText, AgentsUS$ 0.021262,14476.5%2026

Other lab models in the catalog (40)

ModelModalityWeightsContextInput US$/1MDownloads (30 days)1ª
Ling-3.0-flashmultimodal, textoopen262,144US$ 0.02137,0792026
Ling-3.0-tinysem rótulo, textoopen262,144US$ 0.01530,8012026
Ling-2.6-flashsem rótulo, textoopenno datano data3,8312026
Ling-1Ttextoopenno datano data3,6482025
Ling-2.6-1Ttextoopenno datano data3,4762026
Ming-Image-0.1-Designimagemopenno datano data1,7702026
Ling-3.1-flashtextoopen1,000,000US$ 0.04512,8132026
LLaDA2.1-minitextoopenno datano data25,4062026
Ming-flash-omni-2.0multimodalopenno datano data8,2022026
Ming-3.0-ttsvozopenno datano data13,7432026
LLaDA2.0-minitextoopenno datano data17,1082025
Ling-mini-2.0sem rótulo, textoopenno datano data5,9262025
LLaDA-Imageimagemopenno datano data9,1092026
LLaDA2.0-Unimultimodalopenno datano data1,4672026
Ling-flash-2.0textoopenno datano data4,5022025
Ring-2.5-1Ttextoopenno datano data1,2442026
Ring-1Ttextoopenno datano data1,3782025
Ming-omni-ttsvozopenno datano data14,2712026
Ring-mini-2.0sem rótulo, textoopenno datano data2,4922025
Ring-litesem rótulo, textoopenno datano data4,0612025
LLaDA-MoEsem rótulo, textoopenno datano data11,6252025
Ling-lite-1.5textoopenno datano data3,0242025
TwinFlow-Z-Imageimagemopenno datano data342025
Ming-Lite-Omnimultimodalopenno datano data2032025
ZwZ2multimodalopenno datano data13,5782026
Ling-3.0-flash-Fintextoopenno datano data2,8482026
UI-Venus-1.5multimodalopenno datano data6,3342026
Realtime-Venusmultimodalopenno datano data1,9492026
ZwZmultimodalopenno datano data3,8742026
LLaDA2.0-flashtextoopenno datano data4312025
Ling-litetextoopenno datano data2,6752025
Ring-flash-linear-2.0textoopenno datano data7132025
Ring-2.6-1Ttextoopenno datano data2,1532026
TwinFlowimagemopenno datano data372025
Ling-2.5-1Ttextoopenno datano data5652026
Ming-Image-0.1-Design-Layerimagemopenno datano data6202026
Ring-flash-2.0textoopenno datano data1,4382025
Ming-Lite-Omni-1.5imagem, multimodalopenno datano data1,0292025
Ring-mini-linear-2.0textoopenno datano data1,0512025
Ling-mini-base-2.0-20Tsem rótulo, textoopenno datano data1742025

Sources

  • Hugging Face Hub, metadados públicos do Hub; licença de cada modelo no repositório, latest version we checked.
  • OpenRouter, dados públicos da API; exports de benchmarks e rankings em CC BY 4.0, latest version we checked.
  • Epoch AI, CC BY 4.0, latest version we checked.

Dates come from the sources: OpenRouter listing or Hugging Face repo creation, which may differ from the official launch. Family and version were grouped by rule from the name.