MODEL PROOF
Ling 3.0 Flash
NOT INDEPENDENTLY RATED
No independent LMArena score is published for this model.
Serving precision differs between offers.
- 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 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) |
|---|---|---|---|---|
| Novitanovita Endpoint terms
| $0.021 | $0.063 | undeclared | 100.00% |
| DeepInfradeepinfra/bf16 Endpoint terms
| $0.060 | $0.180 | bf16 | 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 |
|---|---|
| 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
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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.
[](https://undominated.ai/models/inclusionai__ling-3.0-flash/)<a href="https://undominated.ai/models/inclusionai__ling-3.0-flash/"><img src="https://undominated.ai/badge/inclusionai__ling-3.0-flash.svg" alt="Ling 3.0 Flash — Undominated.ai dominance verdict" height="36"></a>Direct file: https://undominated.ai/badge/inclusionai__ling-3.0-flash.svg — a static SVG, written by scripts/build-badges.mjs on every build, so the copy you embed is never
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