Ling 3.1 Flash
InclusionAI
Release Date
2026-10-01
Parameters
—
Context Length
262K
Modalities
text
Capability Radar
41
general
54
coding
25
reasoning
49
science
34
agents
0
multimodal
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Code Ranking | 24 | 94.0 | AA |
| General Ranking | 73 | 70.0 | AA |
| Science | 115 | 72.0 | AA |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))No benchmark data available
AA Evaluation Indices
(Artificial Analysis)Lcr(Artificial Analysis)83.0
Scicode(UIUC + Argonne National Lab (2024))54.1
Intelligence Index(Artificial Analysis)41.1
Hle(Center for AI Safety + Scale AI (2025))39.4
Terminalbench V4 033.3
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
Speed
Tokens/sec214.1
Time to First Token0.67s
Time to Answer10.01s
Provider Price Ranking
Provider Price Ranking
2 providers
Cheapest: NanoGPTMost Expensive: InclusionAI
ProviderInputOutput
1NanoGPTCheapest
$0.075
$0.22
2InclusionAIPRIMARY
$0.3
$0.9
Compare pricing across different API providers for this model.