Ling 3.0 Flash
Ling 3.0 FlashAlternatives?
CheaperNemotron 3.5 LightningthinkingOpen-74%-46%$0.079
BetterGPT-6 Lunalow×3.7+122%$0.005Function calling only with none · Chat Completions+3
OpenMiMo v2.6 Flashthinking×19.9+94%$0.062Memory (4-bit): 76 GB → 186 GB+4
CheaperGemma 4 E4BthinkingOpen-86%-56%$0.008Context: 262K → 128K
CheaperGranite 4.2 3BthinkingOpen-88%-42%$0.006Context: 262K → 128KNemotron 3.5 LightningthinkingOpen-74%-46%$0.079Gemma 4 E4BthinkingOpen-86%-56%$0.008Context: 262K → 128KGranite 4.2 3BthinkingOpen-88%-42%$0.006Context: 262K → 128KGPT OSS 120BhighOpen-94%-33%$0.092Context: 262K → 131KGPT OSS 20BhighOpen-94%-60%$0.011Context: 262K → 131KGPT-6 Lunalow×3.7+122%$0.005Function calling only with none · Chat Completions+3GPT-5.6 Lunalow×3.6+400%$0.01MiMo v2.5thinkingOpen×5.7+94%$0.019Memory (4-bit): 76 GB → 186 GB
Claude Haiku 5.5low×7.1+122%$0.024Remove sampling parameters+5GPT-5 Minihigh×2+664%$0.053MiMo v2.6 FlashthinkingOpen×19.9+94%$0.062Memory (4-bit): 76 GB → 186 GB+4
Qwen3.8 FlashthinkingOpen×17.4+156%$0.37Memory (4-bit): 76 GB → 108 GB+6Qwen3.8 27BxhighOpen×15+963%$1.01max_tokens range · QwenCloud+4IK2 Horizon MoVA 36B A4BthinkingOpen×8.1+1,844%$1 / $4IK2 Horizon 7BthinkingOpen×6.5+483%$0.30 / $1.20Ling 3.1 FlashOpen×19.2—$1.00Memory (4-bit): 76 GB → 343 GBLing 3.0 Flash VLthinkingOpen×4.9—$0.06 / $0.18Ling 3.0 Flash FinthinkingOpen×2.3—$0.06 / $0.18Ring 2.6 1TOpen-78%—$0.29Context: 262K → 128K+1Ling 3.0 TinyOpen-91%——Ling 2.6 1TOpenn/a——Memory (4-bit): 76 GB → 615 GBLing 2.6 FlashOpenn/a——Ring 1TOpenn/a—$0.57 / $2.29Context: 262K → 64K+1All inclusionAI models →Run it yourself
estimateHistory
4 versionsBenchmarks
in Agents & Tool UseFAQ
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 Claude Haiku 4.5?›
On AutomationBench-AA, Ling 3.0 Flash scores 3.2 vs 3.2 — about the same.
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?›
Nemotron 3.5 Lightning (cheaper), GPT-6 Luna (better), MiMo v2.6 Flash (open weights).