--- title: "inclusionAI: Ling 3.0 Flash — unrated, priced in this catalogue · Undominated.ai" canonical: https://undominated.ai/models/inclusionai__ling-3.0-flash/ description: "inclusionAI: Ling 3.0 Flash: $0.060/M in, $0.180/M out. No independent quality score in this catalogue — unrated, not ranked, not scored zero." --- # inclusionAI: Ling 3.0 Flash — unrated, priced in this catalogue · Undominated.ai > inclusionAI: Ling 3.0 Flash: $0.060/M in, $0.180/M out. No independent quality score in this catalogue — unrated, not ranked, not scored zero. [Check base rates for this workload](/check/inclusionai__ling-3.0-flash/) [Cheaper alternatives](/alternatives/) [Family](/families/ling/) [Compare models](https://undominated.ai/compare/?models=inclusionai%2Fling-3.0-flash) Comparison context Choose up to three standard models in Compare. Requirements and prompt length apply in Compare. This page keeps its stated price basis and workload controls. MODEL PROOF # Ling 3.0 Flash inclusionAI · 23 Jul 2026 Balanced Summarise Chat Code gen Agentic NOT INDEPENDENTLY RATED ## No independent LMArena score is published for this model. **$0.090** / 1M tokens Balanced · 3 tokens in per 1 out Serving precision differs between offers. Evidence as of 06 Oct 2026 [openrouter/models](https://openrouter.ai/api/v1/models) Independent LMArena score Not independently rated Context window 262.14K Maximum output 32.77K Input modalities text Output modalities text Published input price $0.060 / 1M tokens Published output price $0.180 / 1M tokens Pricing kind fixed Inspect [complete billing conditions](#billing-details) and endpoint terms below. Price from DeepInfra: the cheapest offer that is serving, at standard delivery and at a declared precision that is not 4-bit (bf16), at its standard rate. The maker’s own precision is not known. Cheaper right now: $0.032/M at Novita — promotion 65% · precision not disclosed It does not pass the like-for-like test, so it never sets a rank. Every price dimension · USD per million tokens | Input | $0.060 /M | | --- | --- | | Output | $0.180 /M | | Cached input | $0.012 /M | | Cache write | Unknown /M | | Cache write 1h | Unknown /M | | Reasoning | Unknown /M | ### Who sells it The same weights, different shops. Cheapest is not like-for-like when serving precision differs. Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.060/M from DeepInfra. 2 provider offers · rates, limits and conditions Rates are USD per million tokens. Endpoint terms can differ even when the quoted price and precision match. A listed parameter is a provider declaration, not a task-success test. | Seller | Input | Output | Precision | Uptime (1d) | | --- | --- | --- | --- | --- | | Seller Novita novita Endpoint terms Cached input /M $0.0042 Context limit 262,144 tokens Output limit 32,768 tokens Tools Listed by endpoint Reasoning Listed by endpoint Promotional discount 65% · already included in these rates Uptime · last 30 minutes 100.00% | Input $0.021 | Output $0.063 | Precision undeclared | Uptime (1d) 100.00% | | Seller DeepInfra deepinfra/bf16 Endpoint terms Cached input /M $0.012 Context limit 131,072 tokens Output limit 32,768 tokens Tools Listed by endpoint Reasoning Listed by endpoint Promotional discount None reported Uptime · last 30 minutes 99.94% | Input $0.060 | Output $0.180 | Precision bf16 | Uptime (1d) 99.49% | ### Independent scores No independent benchmark has measured this model. Unrated is not a score of zero. ### Capability | Context window | 262K | | --- | --- | | Max output | 32K | | Input modes | text | | Tool use | yes | | Reasoning | optional | | Open weights | Unknown | ### Provenance | Price source | [openrouter.ai](https://openrouter.ai/api/v1/models) | | --- | --- | | Fetched | 2026-10-06 | | Quality data | unrated | *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... ## Questions this page answers What does Ling 3.0 Flash cost? $0.060/M in, $0.180/M out in this catalogue, as of the fetch date on this page. That is the API row, not a subscription. Does Ling 3.0 Flash have an independent quality score? Ling 3.0 Flash has no independent quality score in this catalogue. Unrated is not a score of zero. What beats Ling 3.0 Flash? Ling 3.0 Flash has no independent quality score. Unrated is not a score of zero. Does this page use Artificial Analysis scores for Ling 3.0 Flash? No. Artificial Analysis figures are not published here. Quality on this page is LMArena Elo where a score exists; otherwise the row is unrated. Does a missing score mean Ling 3.0 Flash scored zero? Unrated is not a score of zero. Is the cheapest Ling 3.0 Flash endpoint the same product? Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.060/M from DeepInfra. MODEL MONUMENT ## Save or share this proof Download proof card · 1200 × 630 Preview and more sharing options inclusionAI: Ling 3.0 Flash. Balanced workload. Not independently rated. Evidence as of 06 Oct 2026. Copy model link Download square card · 1080 × 1080 Copy landscape image Share landscape card ## Related No independent quality score, so there is no dominator to name. Unrated is not a clean bill of health. - Same vendor [Ling 3.0 Flash Fin](/models/inclusionai__ling-3.0-flash-fin/) - inclusionAI models [inclusionAI](/providers/inclusionai/) - Where this model appears [spreads](/spreads/) - Same vendor [Ling 3.0 Flash VL](/models/inclusionai__ling-3.0-flash-vl/) - Where this model appears [traps](/traps/) - Same vendor [Ling 3.1 Flash](/models/inclusionai__ling-3.1-flash/) ## Badge The verdict as one SVG, for a README or a docs page. It states this model's dominance status at the balanced workload on the LMArena lens, with the date it was computed, and it is rebuilt with the catalogue — so it changes when the verdict changes, including to one you would rather it did not. 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