Ling 3.1 Flash 1019
InclusionAI
Release Date
2026-10-22
Parameters
—
Context Length
262K
Modalities
text
Capability Radar
44
general
57
coding
26
reasoning
52
science
35
agents
0
multimodal
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Code Ranking | 24 | 93.0 | AA |
| General Ranking | 26 | 75.0 | AA |
| Science | 51 | 77.0 | AA |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))No benchmark data available
AA Evaluation Indices
(Artificial Analysis)Lcr(Artificial Analysis)82.3
Scicode(UIUC + Argonne National Lab (2024))56.8
Intelligence Index(Artificial Analysis)43.9
Hle(Center for AI Safety + Scale AI (2025))43.5
Terminalbench V4 032.8
LLM Stats Category Scores
(LLM Stats (zeroeval))No category score data available
Pricing
Input Price$0.3 / 1M tokens
Output Price$0.9 / 1M tokens
Blended Price (3:1)$0.45 / 1M tokens
Cache Read Price$0.015 / 1M tokens
Speed
Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s
Provider Price Ranking
Provider Price Ranking
1 providers
ProviderInputOutput
1InclusionAIPRIMARY
$0.3
$0.9
Compare pricing across different API providers for this model.