Ling 3.0 Flash
by inclusionAIChat
Hybrid-linear MoE reasoning model with 124B total and 5.1B active parameters for efficient agents
- Context
- 262K tokens
- Max output
- 32,768 tokens
- Parameters
- 127B total
- Released
- 2026-07-23
- Weights
- Open
- Licence
- mit
inclusionai/ling-3-0-flash · also seen as ling-3.0-flash-free, inclusionai/ling-3.0-flash:thinking, novita/ling-3.0-flash, deepinfra/ling-3.0-flash, +1 more
Specifications
Full facts as recorded, incl. what is unknown.
- Released
- 2026-07-23
- Weights
- Opennot gated
- License
- mit
- Input
- Text
- Output
- Text
- Context window
- 262,144 max across endpoints
- Max output
- 32,768
- Providers
- 2 + 7 gateways, not counted as providers
- Epoch Capabilities Index
- not evaluated
- Direct price range
- $0.06 in · $0.18 out per 1M tokens · across all 2 providers
More details
- Last updated
- 2026-08-06
- Knowledge cutoff
- Weights link
- Hugging Face · inclusionAI/Ling-3.0-flash
- Parameters
- 127B total
Capabilities
Across all endpoints: supported if any endpoint supports it.
- Tool calling
- Parallel toolsunknown
- Structured output
- Reasoning
- Image input
- PDF input
- Audio input
- Audio outputunknown
- Video input
- Prompt caching
- Web searchunknown
- Computer useunknown
- System messagesunknown
- Assistant prefillunknown
- Temperature
- Streamingunknown
- Attachments
Endpoints
One row per provider and variant; gateways are listed separately.
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Price history
Atom feedNo change since 19 Oct 2026. The cheapest direct price has been $0.06 in / $0.18 out per 1M tokens at Deep Infra on every data refresh since then.
Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON
Cost calculator
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Similarly priced models
Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).
| Model | Blended/1M | In/1M | Out/1M | Context | vs Ling 3.0 Flash |
|---|---|---|---|---|---|
| Mistral NemoMistral AI | $0.0292 | $0.029 | $0.03 | 131K | +4% |
| GPT OSS 20BOpenAI | $0.03 | $0.018 | $0.09 | 131K | +7% |
| Granite 4.0 H MicroIBM | $0.0328 | $0.017 | $0.112 | 131K | +17% |
| Llama 3.2 3B InstructMeta | $0.0333 | $0.03 | $0.05 | 131K | +19% |
| Sarvam-30BSarvam AI | $0.0333 | $0.02 | $0.10 | 65.5K | +19% |
| Mistral Nemo Instruct 2407Mistral AI | $0.0217 | $0.02 | $0.03 | 131K | −23% cheaper |
| Nex-N2.5-MiniNex AGI | $0.0375 | $0.025 | $0.10 | 262K | +34% |
| Ministral 3BMistral AI | $0.04 | $0.04 | $0.04 | 131K | +43% |
More from inclusionAI
Newest inclusionAI models in the catalogue. All inclusionAI models
| Model | Released | Context | Listed price |
|---|---|---|---|
| Ling 3.1 Flash | 2026-09-29 | 262K | from $0.15 |
| Ling 3.0 Flash VL | 2026-09-10 | 262K | from $0.06 |
| Ling 3.0 Flash Sante | 2026-09-04 | 262K | from $0.075 |
| Ling 3.0 Flash Fin | 2026-08-27 | 262K | from $0.075 |
| ring-2.6-1t | 2026-05-07 | 262K | $0.30 via Requesty |
| Ling-1T | 2025-10 | 128K | from $0.57 |
| Ring-1T | 2025-10 | 128K | from $0.57 |
| Ling-flash-2.0 | 2025-09-18 | 131K | from $0.14 |