Ling 3.0 Flash
Ling 3.0 FlashRankingin thinking mode?
Alternatives?
CheaperGPT OSS 120BhighOpen-17%-33%$0.092Context: 262K → 131KBetterGPT-5.6 Lunamedium+9%+400%$0.016
OpenQwen3.8 Flashthinking+61%+156%$0.37Memory (4-bit): 76 GB → 108 GB+6BetterGPT-6 Lunamedium+19%+122%$0.017Function calling only with none · Chat Completions+3
BetterMiMo v2.5thinkingOpen+15%+94%$0.019Memory (4-bit): 76 GB → 186 GBGPT OSS 120BhighOpen-17%-33%$0.092Context: 262K → 131KGPT-5.6 Lunamedium+9%+400%$0.016GPT-6 Lunamedium+19%+122%$0.017Function calling only with none · Chat Completions+3MiMo v2.5thinkingOpen+15%+94%$0.019Memory (4-bit): 76 GB → 186 GB
Claude Haiku 5.5low+14%+122%$0.024Remove sampling parameters+5MiMo v2.5 ProthinkingOpen+51%+504%$0.054Memory (4-bit): 76 GB → 614 GBQwen3.8 FlashthinkingOpen+61%+156%$0.37Memory (4-bit): 76 GB → 108 GB+6MMotif 3Open+56%+872%$0.50 / $2Memory (4-bit): 76 GB → 189 GBMiMo v2.6 FlashthinkingOpen+48%+94%$0.062Memory (4-bit): 76 GB → 186 GB+4Qwen3.8 27BxhighOpen+43%+963%$1.01max_tokens range · QwenCloud+4
Hy3thinkingOpen+41%+157%$0.072Context: 262K → 256K+1Ling 3.1 FlashOpen+67%—$1.00Memory (4-bit): 76 GB → 343 GBLing 3.0 Flash FinthinkingOpen-5%—$0.06 / $0.18Ling 3.0 Flash VLthinkingOpen-7%—$0.06 / $0.18Ring 2.6 1TOpen-9%—$0.29Context: 262K → 128K+1Ring 1TOpen-53%—$0.57 / $2.29Context: 262K → 64K+1Ring Flash 2.0thinkingOpen-59%——Context: 262K → 128KLing 3.0 TinyOpen-61%——Ling 2.6 1TOpen-63%——Memory (4-bit): 76 GB → 615 GBAll inclusionAI models →Run it yourself
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4 versionsBenchmarks
all categoriesFAQ
How much does Ling 3.0 Flash cost?›
$0.06 per 1M input tokens and $0.18 per 1M output tokens (cheapest host: DeepInfra).
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?›
#104 of 334 in Chat & Knowledge, #75 of 132 in Coding, #91 of 133 in Agents & Tool Use, #81 of 133 in Vision & Documents. Strongest at: Science.
Is Ling 3.0 Flash better than Ling 2.6 1T?›
On Humanity's Last Exam, Ling 3.0 Flash scores 23.7 vs 8.7 — higher.
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 It has been superseded by Ling 3.1 Flash.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 OSS 120B (cheaper), GPT-5.6 Luna (better), Qwen3.8 Flash (open weights).