Ling-3.1-flash
Ling-3.1-flash is strong in long context, capable in factuality and reasoning, and behind the leaders in agentic tasks. Too few results yet to rate coding, safety, math, multimodal tasks, 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 Coding, Safety, Math, Multimodal, Multilingual or Instruction Following.
Price
$0.30input$0.90outputper million tokens
From Artificial Analysis · All prices
Evidence
15results on15benchmarks
- 10 aggregator
- 5 vendor-reported
From 2 sources · latest Oct 8, 2026 · How verification works
API features
Tool callingReasoning
As listed by OpenRouter
Ling-3.1-flash benchmark results
15 results on 15 benchmarks, grouped by capability. Each bar is the result as a share of the capability leader's; every result links to its source.
6.7% behind the leader1 of 3 ranked benchmarks measured
- 83.00Oct 8, 2026
21.6% behind the leader2 of 4 ranked benchmarks measured
- AA-Omniscience · Non-hallucination62.12Oct 8, 2026omniscienceNonHallucination
- AA-Omniscience · Accuracy29.08Oct 8, 2026omniscienceAccuracy
22.7% behind the leader2 of 6 ranked benchmarks measured
- Humanity's Last Exam39.43Oct 8, 2026aa_hle
- 18.00Oct 8, 2026
27.0% behind the leader2 of 7 ranked benchmarks measured
- 56.09Oct 8, 2026
- Terminal-Bench 4.033.33Oct 8, 2026
0 of 10 ranked benchmarks measured
- SciCode54.05Oct 8, 2026aa_scicode
0 of 3 ranked benchmarks measured
- 69.78Oct 7, 2026
More results
Benchmarks outside the capability baskets. They are not ranked against a leader.
- AA Intelligence41.09Oct 8, 2026aa_intelligence_index
- 2.22Oct 8, 2026
- 65.35Oct 7, 2026
- 57.87Oct 7, 2026
- 87.90Oct 7, 2026
- Terminal-Bench 4.040.40Oct 7, 2026
Ling-3.1-flash: common questions
Who makes Ling-3.1-flash?
Ling-3.1-flash is made by InclusionAI.
When was Ling-3.1-flash released?
Ling-3.1-flash was released on Oct 1, 2026, according to Artificial Analysis.
What is Ling-3.1-flash good at?
Ling-3.1-flash is strong in long context, capable in factuality and reasoning, and behind the leaders in agentic tasks. Too few results yet to rate coding, safety, math, multimodal tasks, multilingual tasks, or instruction following.
How much does Ling-3.1-flash cost?
Ling-3.1-flash costs $0.30 per million input tokens and $0.90 per million output tokens, according to Artificial Analysis. At a mix of three input tokens to one output token, it is cheaper than 62% of the 330 priced models we track.
How many benchmarks has Ling-3.1-flash been tested on?
We track 15 results for Ling-3.1-flash on 15 benchmarks from 2 sources. The latest was recorded on Oct 8, 2026.
Which API features does Ling-3.1-flash support?
OpenRouter lists tool calling and reasoning for Ling-3.1-flash.
About this record
Where Ling-3.1-flash's numbers come from, and every name it appears under.
- Tracked since
- Sep 30, 2026
- Newest source mention
- Oct 3, 2026
Where the results come from
Verification: 15 scores · 0 independently verified · 10 aggregator-attributed · 5 vendor-reported. How these tiers are assigned
From 2 sources on 2 sites. Artificial Analysis supplies 10 of them. Bars are coloured by trust tier.
- artificialanalysis.ai10
- api.llm-stats.com5