InclusionAI·inclusionai/ling-3.0-flash-fin
Ling 3.0 Flash Fin is ModelCap current-board rank #101 with Index 24.7 (Modeled · prior), from the ModelCap Index as of 3 Sept 2026, 01:46 UTC.
Ling 3.0 Flash Fin listed OpenRouter input price is Free per 1M tokens and listed output price is Free per 1M tokens, from OpenRouter listed prices as of 3 Sept 2026, 01:46 UTC.
Ling 3.0 Flash Fin has a published context limit of 262K tokens in the ModelCap catalogue as of 3 Sept 2026, 01:46 UTC.
Ling 3.0 Flash Fin has 1 published OpenRouter serving endpoint, from OpenRouter as of 3 Sept 2026, 01:46 UTC.
Ling 3.0 Flash Fin weight access is api only, from ModelCap classification of published repository metadata as of 3 Sept 2026, 01:46 UTC.
Snapshot facts · download the public dataset · methodology
BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.
These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.
The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.
insufficient-artifact-metadata
insufficient-artifact-metadata. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.
Missing: artifactReproducibility.revision-sha, artifactReproducibility.architecture-and-model-type, artifactReproducibility.parameter-count, artifactReproducibility.serialized-weight-format, artifactReproducibility.base-lineage, accessLegalClarity.declared-license, accessLegalClarity.resolvable-license-terms, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, evaluationProvenance.evaluation-dataset-revisions.
A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.
Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.
This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.
OpenRouter weekly popularity across the full model catalogue.
Independent providers versus the model's open or closed cohort, weighted by uptime.
Hugging Face 30-day downloads for open models; neutral for closed models.
Time since first public availability, on a six-month half-life.
Models within 3 places of #101 on the ModelCap Index.
The same publisher's other current models with a public Index position.
Ling 3.0 Flash Fin holds ModelCap Index position #101 of 225 ranked language models as of 3 September 2026, with an Index score of 24.7 (interval 24.7–75.7); evidence: modeled · prior. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.
Ling 3.0 Flash Fin is listed at Free per 1M input tokens and Free per 1M output tokens as of 3 September 2026. Prices come from the OpenRouter catalogue and re-observe on every refresh; at least one provider lists a free tier.
Ling 3.0 Flash Fin has a published context window of 262K tokens (262,144) and a maximum output of 33K tokens. Individual providers can serve less than the published maximum; the providers table lists each endpoint's own limit.
API only. No downloadable model weights are linked in the current source data; access is through a hosted API or product.
One provider serves Ling 3.0 Flash Fin through OpenRouter as of 3 September 2026: Novita. Each provider's price, context limit, quantization and measured uptime are in the providers table above.
Ling 3.0 Flash Fin's Index position rests on the evidence listed on this page; it has no result on the public boards ModelCap tracks as separate leaderboards as of 3 September 2026. The evidence panel names each source and its publication date.
Ling 3.0 Flash Fin ranks #101 (Index 24.7) and command a translate 08 2025 ranks #100 (Index 25.5) on the ModelCap Index as of 3 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.
Ling 3.0 Flash Fin first appeared in the catalogue on 27 Aug 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.