Ling 3.0 Flash
Ling 3.0 FlashAlternatives?
CheaperGPT-6 Lunalow×3.8-84%$0.005Function calling only with none · Chat Completions+3
OpenQwen3.8 27Bxhigh×4.6+4,043%$1.15max_tokens range · QwenCloud+4CheaperGPT-5.6 Lunalow×3.1-64%$0.01
CheaperClaude Haiku 5.5low×2.4-12%$0.024Remove sampling parameters+5
CheaperMinistral 3 14B 2512non-thinkingOpen-56%-30%$0.019GPT-6 Lunalow×3.8-84%$0.005Function calling only with none · Chat Completions+3GPT-5.6 Lunalow×3.1-64%$0.01Claude Haiku 5.5low×2.4-12%$0.024Remove sampling parameters+5Ministral 3 14B 2512non-thinkingOpen-56%-30%$0.019Mistral Small 4thinkingOpen-67%-38%$0.017GPT-6 Lunalow×3.8-84%$0.005Function calling only with none · Chat Completions+3GPT-5.6 Lunalow×3.1-64%$0.01Claude Haiku 5.5low×2.4-12%$0.024Remove sampling parameters+5GPT-5 Minihigh+78%+93%$0.053
Muse Glimmer 30BhighOpen×4+108%$0.058Context: 262K → 131KQwen3.8 27BxhighOpen×4.6+4,043%$1.15max_tokens range · QwenCloud+4Qwen3.8 FlashthinkingOpen×4.1+1,245%$0.37Memory (4-bit): 76 GB → 108 GB+6Muse Glimmer 30BhighOpen×4+108%$0.058Context: 262K → 131K
Nemotron 3.5 Super VLthinkingOpen×2.7+569%$0.19
MiMo v2.6 FlashthinkingOpen×2.3+125%$0.062Memory (4-bit): 76 GB → 186 GB+4Ling 3.1 Flash 1019×3+5,280%$1.49Ling 3.1 FlashOpen×2.4+3,552%$1.01Memory (4-bit): 76 GB → 343 GBLing 3.0 TinyOpen×2——Ling 3.0 Flash VLthinkingOpensame—$0.06 / $0.18Ling 3.0 Flash FinthinkingOpen-22%—$0.06 / $0.18Ring 2.6 1TOpen-22%+938%$0.29Context: 262K → 128K+1Ling 2.6 1TOpenn/a——Memory (4-bit): 76 GB → 615 GBLing 2.6 FlashOpenn/a——All inclusionAI models →Run it yourself
estimateHistory
5 versionsBenchmarks
in Chat & KnowledgeFAQ
How much does Ling 3.0 Flash cost?›
$0.06 per 1M input tokens and $0.18 per 1M output tokens (cheapest host: DeepInfra). A typical benchmark task costs about $0.028 at default effort.
Is Ling 3.0 Flash free to use?›
There is no free API; the cheapest paid price is $0.06 per 1M input tokens. The weights are open, so you can run it yourself.
How good is Ling 3.0 Flash, and what is it best at?›
#106 of 336 in Chat & Knowledge, #77 of 134 in Coding, #93 of 135 in Agents & Tool Use, #83 of 135 in Vision & Documents. Strongest at: Science.
Is Ling 3.0 Flash better than Gemini 3.1 Flash Lite?›
On MLCR-AA, Ling 3.0 Flash scores 5 vs 5 — about the same. It is 54% cheaper per task.
How can I use Ling 3.0 Flash?›
Through the API of DeepInfra, Novita.
What is the context window of Ling 3.0 Flash?›
262K tokens, with up to 33K output tokens.
When was Ling 3.0 Flash released? Is there a newer version?›
Released 2026-08-04. It has been superseded by Ling 3.1 Flash.
Is Ling 3.0 Flash open source?›
Yes, the weights are open (MIT licence).
Can I run Ling 3.0 Flash locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
Can Ling 3.0 Flash read images?›
No, it accepts text only.
What is Ling 3.0 Flash?›
Ling 3.0 Flash is an open-weights language model from inclusionAI, released Aug 2026, the successor to Ling 2.6 1T.
What are the best alternatives to Ling 3.0 Flash?›
GPT-6 Luna (cheaper), Qwen3.8 27B (open weights).