The Orchestrator › Models › InclusionAI
InclusionAI: inclusionAI: Ling 3.0 Flash
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
Specifications
| Provider | InclusionAI |
| Model ID | inclusionai/ling-3.0-flash |
| Context window | 262K tokens (262,144) |
| Modalities | text → text |
| Tokenizer | Other |
| Router sources | OpenRouter, TrustedRouter, Vercel AI Gateway |
| Released | 2026-07-23 |
| Tracked since | 2026-11-14 |
| Popularity | Not in the ranked set |
| Reasoning | On by default |
Pricing (per million tokens)
| Variant | Source | API ID | Input | Output | Context |
|---|---|---|---|---|---|
| standard | OpenRouter | inclusionai/ling-3.0-flash | $0.021 | $0.063 | 262K |
| standard | TrustedRouter | inclusionai/ling-3.0-flash | $0.063 | $0.19 | 131K |
| standard | Vercel AI Gateway | inclusionai/ling-3.0-flash | $0.021 | $0.063 | 256K |
Recorded price history
| Date | Input / 1M | Output / 1M | Context |
|---|---|---|---|
| 2026-11-14 | $0.021 | $0.063 | 256K |
| 2026-11-14 | $0.063 | $0.19 | 131K |
| 2026-11-14 | $0.021 | $0.063 | 262K |
Capabilities
Agentic tool useStructured outputsReasoning mode256K+ context windowControllable reasoningNo content storage (attested)
Trust flags come from TrustedRouter's per-provider attestations.
Supported parameters
frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, temperature, tool_choice, tools, top_k, top_logprobs, top_p