Ling 3.1 Flash 1019
Context
n/a
Max output
n/a
Serving providers
1
Cheapest input
Free tier only
On-demand listed rates, OpenRouter routed quotes and Vercel reseller quotes. Enterprise commitments (committed-use discounts, provisioned throughput, negotiated rates) can be materially lower.
Benchmarks
independent evaluations · source: Artificial AnalysisHeadline indices
Individual benchmarks · click a row for effort variants
| Benchmark | Best score | Effort | Cost / task | |
|---|---|---|---|---|
| Automation BenchFrozen Oct 26, 2026 | 0.7 | default | — | |
| CritPtFrozen Oct 26, 2026 | 26% | default | — | |
| GDPval (normalized)Frozen Aug 18, 2026 | 57% | default | — | |
| Humanity's Last ExamFrozen Oct 26, 2026 | 43% | default | — | |
| Long-Context ReasoningFrozen Oct 26, 2026 | 82% | default | — | |
| Omniscience | -0.1 | default | — | |
| Omniscience AccuracyFrozen Oct 26, 2026 | 0.3 | default | — | |
| Omniscience Non HallucinationFrozen Oct 26, 2026 | 0.6 | default | — | |
| SciCodeFrozen Oct 26, 2026 | 57% | default | — | |
| Terminal Bench40Frozen Oct 26, 2026 | 0.3 | default | — |
Artificial Analysis last published scores for this benchmark on Oct 26, 2026. Scores here are frozen at that date, and models released since are not on it.
Artificial Analysis last published scores for this benchmark on Aug 18, 2026. Scores here are frozen at that date, and models released since are not on it.
Pricing by serving provider
standard tier · per 1M tokens · click a provider to expand| Serving provider | Input /1M | Output /1M | Endpoints | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Vercel Reseller quote | Free tier only | — | 1 | ||||||||||
Standardinclusionai/ling-3.1-flash-1019
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Price history
Vercel reseller quoteVercel's price is a reseller quote. It moves when Vercel re-routes, so we do not track it as a price history.
Cost calculator
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Model IDs
copy the exact identifier for your platforminclusionai/ling-3.1-flash-1019
Other InclusionAI models
compare pricing across the InclusionAI lineupinclusionAI: Ling 3.0 Flash$0.021/1M · 3 providersinclusionAI: Ling 3.0 Flash Sante$0.042/1M · 2 providersInclusionAI: ling-2-6-flash$0.01/1M · 1 providerinclusionAI: Ling 3.0 Flash Fin$0.042/1M · 1 providerinclusionAI: Ling 3.0 Flash VL$0.06/1M · 1 providerInclusionAI: ling-3-0-flash-fast$0.06/1M · 1 providerinclusionAI: Ling 3.1 Flash$0.075/1M · 1 providerInclusionAI: ling-2-6-1t$0.075/1M · 1 provider
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Nov 2, 2026
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