Model comparison
inclusionAI: Ling-2.6-1T vs Claude 4 Sonnet
Capability radar, value bars, and side-by-side posture.
inclusionAI: Ling-2.6-1T
Not scored
value score
Claude 4 Sonnet
91
value score
inclusionAI: Ling-2.6-1T ctx
—
Claude 4 Sonnet ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- Claude 4 Sonnet91
Attribute tape
| Field | inclusionAI: Ling-2.6-1T | Claude 4 Sonnet |
|---|---|---|
| Developer | InclusionAI | Anthropic |
| Context | — | 200K |
| Modalities | Text, Code, Image | |
| Openness | — | Proprietary Model |
| Speed | — | Fast |
| Price | — | $3/1M in · $15/1M out |
| Value score | — | 91 |
| Summary | Ling-2.6-1T is a trillion-parameter, open-weight instruct language model from InclusionAI (Ant Group's AGI research lab) optimized for fast, low-token-overhead responses on coding, tool use, and agentic workflow tasks. It avoids long chain-of-thought traces in favor of direct, efficient answers while targeting strong benchmark performance at scale. | Balanced Claude model for coding and agents. |