Context
131K
Max output
33K
Serving providers
1
Cheapest input
$0.075 /1M
On-demand listed rates, OpenRouter routed quotes and Vercel reseller quotes. Enterprise commitments (committed-use discounts, provisioned throughput, negotiated rates) can be materially lower. A Vercel reseller quote is the price Vercel lists for serving this model, not the maker list price, so it moves when Vercel re-routes.
Benchmarks
independent evaluations · source: Artificial AnalysisHeadline indices
Individual benchmarks · click a row for effort variants
| Benchmark | Best score | Effort | Cost / task | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Automation Bench | 0.2 | default | — | |||||||||||||
| CritPt | 2% | default | — | |||||||||||||
| GDPval (normalized)Frozen Aug 18, 2026 | 33% | default | — | |||||||||||||
| GPQA Diamond | 86% | default | — | |||||||||||||
| Humanity's Last Exam | 22% | default | — | |||||||||||||
| Long-Context Reasoning | 78% | default | — | |||||||||||||
| MMMU-Pro | 79% | default | — | |||||||||||||
| Omniscience | -4.5 | default | — | |||||||||||||
| Omniscience Accuracy | 0.1 | default | — | |||||||||||||
| Omniscience Non Hallucination | 0.8 | default | — | |||||||||||||
| SciCode | 44% | default | — | |||||||||||||
| Terminal Bench40 | 0 | default | — | |||||||||||||
| ||||||||||||||||
| TerminalBench v2.1 | 64% | default | — | |||||||||||||
| ||||||||||||||||
| τ-bench Banking | 34% | 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 | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VercelRouted quoteVercel reseller quote | $0.075 | $0.22 | 1 | |||||||||||||
Standardinclusionai/ling-3.0-flash-vl
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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$33
estimated / month
Model IDs
copy the exact identifier for your platforminclusionai/ling-3.0-flash-vl
Frequently asked questions
inclusionAI: Ling 3.0 Flash VL pricing, context and availabilityHow much does inclusionAI: Ling 3.0 Flash VL cost?
inclusionAI: Ling 3.0 Flash VL costs $0.075 per 1M input tokens as a Vercel reseller quote, and $0.22 per 1M output tokens as a Vercel reseller quote. A Vercel reseller quote is the price Vercel lists for serving this model, not the maker list price, so it moves when Vercel re-routes.
What is the context window of inclusionAI: Ling 3.0 Flash VL?
inclusionAI: Ling 3.0 Flash VL accepts up to 131K tokens of context and can return up to 33K output tokens.
What can inclusionAI: Ling 3.0 Flash VL do?
inclusionAI: Ling 3.0 Flash VL supports image input (vision), tool use, reasoning, prompt caching and structured output.
Other Other models
compare pricing across the Other lineupStep 3.7 Flash$0.20/1M · 5 providersMuse Glimmer 30B$0.30/1M · 5 providersMuse Spark 1.2$1.25/1M · 4 providersMuse Spark 1.3$1.25/1M · 4 providersMuse Spark 1.2 Contributor$0.10/1M · 3 providersMuse Spark 1.3 Contributor$0.10/1M · 3 providersHy4 preview$0.834/1M · 3 providersMuse Spark 1.1$1.25/1M · 3 providers
Listed prices from LiteLLM, OpenRouter and Vercel · last checked Oct 14, 2026
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