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Ling 3.0 Flash Thinking
inclusionai·inclusionai/ling-3.0-flash-thinking·GA·Closed·ling series·NEW
Ling-3.0-flash Thinking enables visible reasoning on inclusionAI's token-efficient 124B-parameter Mixture-of-Experts model for harder coding, tool use, planning, and production-scale agent workflows.
At a glance
Reference price$0.075 / $0.22 per 1M
Cache read $0.015 · NanoGPT
Lowest paid$0.075 / $0.22
NanoGPT Gateway
Context262,144
Output limit32,768
Capabilities
✓ Reasoning✓ Tool useStructured output? TemperatureAttachments
Modalities
Text
Knowledge cutoff—
Released / updated2026-07-23 / 2026-07-23
Quality & performance
Artificial Analysis doesn't cover this model (267 of 2059 have data). Quality data comes from independent evals covering widely used models.
Available at 1 providers1 with public prices
| Provider | Tier | Input | Output | Cache read | Cache write | Context | Output limit | Status |
|---|---|---|---|---|---|---|---|---|
| NanoGPT inclusionai/ling-3.0-flash:thinking | Gateway | $0.075 | $0.22 | $0.015 | — | 262,144 | 32,768 |
Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.
Your usage cost
1NanoGPT$18.80
The cheapest paid channel is the only channel.
Benchmark
No upstream benchmark data for this model. For quality, see the Artificial Analysis intelligence score above.
Reasoning control
effort = noneeffort = minimaleffort = loweffort = mediumeffort = higheffort = xhigh
Related models
Ling 3.0 Flashsame series$0.075 / $0.22ling-3.0-tinysame series$0 / $0InclusionAI Ling 3.0 Flash (DeepInfra)same series$0.06 / $0.18GLM-4.7-Flashcheaper alternative$0 / $0Hy3cheaper alternative$0 / $0Nemotron 3 Nano 30B A3Bcheaper alternative$0 / $0Qwen3.7 Flashcheaper alternative$0.03 / $0.118
Price historyone sample accumulated per data sync
Input listOutput listMin blended