InclusionAI
Open-source AI research initiative behind the Ant Group Ling model family
Traictory tracks 2 models from InclusionAI. The earliest entry is Ling 3.0 Flash from August 2026; the most recent is Ling 3.0 Flash Fin, released in September 2026. All of them shipped in the last twelve months.
The strongest InclusionAI model in our data is Ling 3.0 Flash, with an average benchmark score of 68.5% across 19 published results, including 93.2% on AIME 2026 and 87.7% on Multi-IF. Across the 2 InclusionAI models with benchmark data the average is 59.9%.
2 of the models are available through an API, with input pricing from $0.06 to $0.06 per million tokens; Ling 3.0 Flash Fin is the cheapest. The largest context window is 262K tokens on Ling 3.0 Flash Fin. InclusionAI publishes downloadable weights for every model listed here.
InclusionAI Models
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InclusionAI model catalog updated in 2026. See model comparisons and best models for coding.