InclusionAI Ling models: Flash with finance and health variants
InclusionAI
Services found: 4
| # | AI model | Capabilities | API $/1M (in / out) | Context window | Price / mo | Output $/1M | Overview | Visit site |
|---|---|---|---|---|---|---|---|---|
| 1 |  Ling 3.0 Flash Fin InclusionAI |    | $0.06 / $0.18 | 262.1K tokens | API only | 0.18 | View | |
| 2 | Ling 3.0 Flash Sante InclusionAI | | $0 / $0 | 262.1K tokens | API only | 0 | View | |
| 3 | Ling 3.0 Flash InclusionAI | | $0.021 / $0.063 | 262.1K tokens | API only | 0.063 | View | |
| 4 | Ling 3.0 Flash VL InclusionAI |  | $0.02 / $0.059 | 256K tokens | API only | 0.059 | View |
Browse by need
InclusionAI ships the Ling 3.0 Flash line with domain-tuned variants — Fin for financial text and Sante for healthcare — alongside the general model at $0.021 input and $0.063 output per 1M tokens.
Domain variants are unusual at this price. Where a general model needs heavy prompting to stay inside a vocabulary, a tuned variant starts there, which matters for terminology-sensitive extraction and classification.
Domain variantsSeparate builds for finance and healthcare.
Very low ratesGeneral model under $0.07 per 1M output.
Flash-classBuilt for volume rather than deep reasoning.
Models from this vendor
4 InclusionAI models in this rating. Prices are input and output per 1M tokens from the vendor official price list; for dirhams multiply by 3.6725. Tap a card to open the model page.
Ling 3.0 Flash Fin
#1
InclusionAI
in $0.06out $0.18262.1K tokensText & chatVision
Ling 3.0 Flash Sante
#2
InclusionAI
in $0out $0262.1K tokensText & chatVision
Ling 3.0 Flash
#3
InclusionAI
in $0.021out $0.063262.1K tokensText & chatVision
Ling 3.0 Flash VL
#4
InclusionAI
in $0.02out $0.059256K tokensText & chatVision
How to choose
- Benchmark against a comparable model from a larger vendor before committing production traffic — line-ups this size get less independent testing.
- Start with Ling 3.0 Flash VL at $0.02 / $0.059 per 1M tokens; it is the cheapest entry point here.
- Move up to Ling 3.0 Flash Fin at $0.06 / $0.18 only where the cheaper variant visibly fails, not by default.
- Check the context window against your longest input — the largest here is Ling 3.0 Flash Fin at 262.1K tokens.
Common mistakes
Assuming parity with the majorsOn the hardest tasks the frontier labs remain ahead; compare on your own cases.
Skipping the exit planA smaller vendor can change terms or availability faster. Identify a fallback model before you depend on this one.
Who this suits
Cost-driven teamsLing 3.0 Flash Sante at $0 / $0 undercuts most mainstream options.
EvaluatorsA useful comparison point when benchmarking the models against larger line-ups.
Regional usersRelevant where this vendor platform or language coverage matters more than raw capability.
Related filters
Text & chat228 models for text generation and chat
Vision156 models that read images
Low latency73 small, fast models for volume
MultilingualAll 239 models work beyond English
Alibaba (Qwen)34 models in this rating
OpenAI30 models in this rating
Google DeepMind17 models in this rating
Frequently asked questions
What are Fin and Sante?
Domain-tuned variants for financial and healthcare text.
Is Ling open weight?
Parts of the family have been published; check the specific model.
Is it suitable for general chat?
It is optimised for volume and domain work rather than open-ended conversation.
How many InclusionAI models are in this rating?
4, covering text & chat, vision, low latency.
Is InclusionAI a good default choice?
For most teams no — start with a mainstream vendor and use this one where its pricing or specialisation gives a concrete advantage.
Frequently searched
By capabilityReasoningCodingVisionLong context 1M+Free tierOpen weightsLow latencyRealtime voiceImage generation
By vendorAnthropic (13)OpenAI (30)Google DeepMind (17)xAI (8)Meta (6)DeepSeek (9)Mistral AI (11)Alibaba (Qwen) (34)Z.ai (12)Moonshot AI (5)
Rate this page
Help us improve