Ling-3.0-flash-VL
Ling-3.0-flash-VL is capable in long context; and behind the leaders in multimodal tasks, reasoning, factuality, agentic tasks, and coding. Too few results yet to rate safety, math, multilingual tasks, or instruction following.
Capability profile
Bars show the model's median result as a share of the leading model's, per capability. Select a row to see its results.
Too few results yet to rate Safety, Math, Multilingual or Instruction Following.
Price
$0.07input$0.22outputper million tokens
From Artificial Analysis · 4 providers tracked · All prices
Evidence
14results on14benchmarks
- 14 aggregator
From 1 source · latest Oct 8, 2026 · How verification works
API features
Tool callingStructured outputsReasoning
As listed by OpenRouter
Ling-3.0-flash-VL benchmark results
14 results on 14 benchmarks, grouped by capability. Each bar is the result as a share of the capability leader's; every result links to its source.
14.0% behind the leader1 of 3 ranked benchmarks measured
- 78.33Oct 8, 2026
25.5% behind the leader1 of 6 ranked benchmarks measured
- MMMU-Pro78.96Oct 8, 2026aa_mmmu_pro
31.4% behind the leader3 of 6 ranked benchmarks measured
- GPQA Diamond86.16Oct 8, 2026gpqa
- Humanity's Last Exam21.96Oct 8, 2026aa_hle
- 2.00Oct 8, 2026
31.6% behind the leader2 of 4 ranked benchmarks measured
- AA-Omniscience · Non-hallucination77.95Oct 8, 2026omniscienceNonHallucination
- AA-Omniscience · Accuracy14.35Oct 8, 2026omniscienceAccuracy
33.7% behind the leader3 of 7 ranked benchmarks measured
- τ-Bench V3 · Banking34.43Oct 8, 2026tauBanking
- 33.21Oct 8, 2026
- Terminal-Bench 4.00.00Oct 8, 2026
34.3% behind the leader2 of 10 ranked benchmarks measured
- Terminal-Bench 2.164.42Oct 8, 2026terminalbenchV21
- SciCode44.21Oct 8, 2026aa_scicode
More results
Benchmarks outside the capability baskets. They are not ranked against a leader.
- AA Intelligence24.57Oct 8, 2026aa_intelligence_index
- -4.53Oct 8, 2026
Ling-3.0-flash-VL: common questions
Who makes Ling-3.0-flash-VL?
Ling-3.0-flash-VL is made by InclusionAI.
When was Ling-3.0-flash-VL released?
Ling-3.0-flash-VL was released on Sep 10, 2026, according to Artificial Analysis.
What is Ling-3.0-flash-VL good at?
Ling-3.0-flash-VL is capable in long context; and behind the leaders in multimodal tasks, reasoning, factuality, agentic tasks, and coding. Too few results yet to rate safety, math, multilingual tasks, or instruction following.
How much does Ling-3.0-flash-VL cost?
Ling-3.0-flash-VL costs $0.07 per million input tokens and $0.22 per million output tokens, according to Artificial Analysis. We track its price at 4 providers. At a mix of three input tokens to one output token, it is cheaper than 89% of the 330 priced models we track.
How many benchmarks has Ling-3.0-flash-VL been tested on?
We track 14 results for Ling-3.0-flash-VL on 14 benchmarks from 1 source. The latest was recorded on Oct 8, 2026.
Which API features does Ling-3.0-flash-VL support?
OpenRouter lists tool calling, structured outputs, and reasoning for Ling-3.0-flash-VL.
About this record
Where Ling-3.0-flash-VL's numbers come from, and every name it appears under.
- Tracked since
- Sep 5, 2026
- Newest source mention
- Sep 21, 2026
Where the results come from
Verification: 14 scores · 0 independently verified · 14 aggregator-attributed. How these tiers are assigned
From 1 source on 1 site. Artificial Analysis supplies all of them. Bars are coloured by trust tier.
- artificialanalysis.ai14