Ling 3.1 Flash
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 AnalysisSpeed & latency
Output speed
209 t/s
tokens / second
Time to first token
1.91s
latency
Headline indices
Individual benchmarks · click a row for effort variants
| Benchmark | Best score | Effort | Cost / task | |
|---|---|---|---|---|
| Automation Bench | 0.6 | default | — | |
| CritPt | 18% | default | — | |
| GDPval (normalized)Frozen Aug 18, 2026 | 56% | default | — | |
| Humanity's Last Exam | 39% | default | — | |
| Long-Context Reasoning | 83% | default | — | |
| Omniscience | 2.2 | default | — | |
| Omniscience Accuracy | 0.3 | default | — | |
| Omniscience Non Hallucination | 0.6 | default | — | |
| SciCode | 54% | default | — | |
| Terminal Bench40 | 0.3 | default | — |
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 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VercelVercel reseller quote | Free tier only | — | 1 | ||||||||||
Standardinclusionai/ling-3.1-flash
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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
estimate your monthly spend on this model$0
estimated / month
Model IDs
copy the exact identifier for your platforminclusionai/ling-3.1-flash
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-2-6-1t$0.075/1M · 1 providerInclusionAI: ring-2-6-1t$0.075/1M · 1 provider
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026
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