Model comparison
Ling-3.0-flash (free) vs o3
Capability radar, value bars, and side-by-side posture.
Ling-3.0-flash (free)
Not scored
value score
o3
93
value score
Ling-3.0-flash (free) ctx
—
o3 ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- o393
Attribute tape
| Field | Ling-3.0-flash (free) | o3 |
|---|---|---|
| Developer | InclusionAI | OpenAI |
| Context | — | 200K |
| Modalities | Text, Code | |
| Openness | — | Proprietary Model |
| Speed | — | — |
| Price | — | $10/1M in · $40/1M out |
| Value score | — | 93 |
| Summary | Ling-3.0-flash is InclusionAI's production-oriented Mixture-of-Experts language model with 124B total parameters (~5.1B active per token) and a 262K-token context window. It targets agentic workflows including coding agents, tool use, document processing, and long multi-turn conversations where latency and token cost are critical. | OpenAI reasoning model focused on hard problems. |