Ling 3.1 Flash vs Nova 2 Lite
Ling 3.1 Flash leads the LLM Stats Score 51.0 to 25.4.
InclusionAI · Amazon · Updated for 2026
Which is better?
Ling 3.1 Flash leads the overall LLM Stats Score 51.0 to 25.4, ranking #15 overall.
In the 1 individual benchmarks reported for both models, Nova 2 Lite wins 1; this is a narrower head-to-head signal than the composite indexes.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose Ling 3.1 Flash
- overall performance matters — it scores 51.0 and ranks #15 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- you want the most recent training data — it shipped Sep 2026
Choose Nova 2 Lite
- you value its reported benchmark strengths — it wins 1 of 1 exact shared results
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
11 reported for Ling 3.1 Flash · 19 for Nova 2 Lite
Ling 3.1 Flash outperforms in 0 benchmarks, while Nova 2 Lite is better at 1 benchmark (Multi-Challenge).
Nova 2 Lite significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Context Window
Maximum input and output token capacity
Only Nova 2 Lite specifies input context (1,000,000 tokens). Only Nova 2 Lite specifies output context (65,536 tokens).
Input capabilities
Documented input modalities across available providers
Nova 2 Lite supports multimodal inputs, whereas Ling 3.1 Flash does not.
Nova 2 Lite can handle both text and other forms of data like images, making it suitable for multimodal applications.
Ling 3.1 Flash
Nova 2 Lite
Release Timeline
When each model was launched
Ling 3.1 Flash was released on 2026-09-30, while Nova 2 Lite was released on 2025-12-02.
Ling 3.1 Flash is 10 months newer than Nova 2 Lite.
Sep 30, 2026
1 weeks ago
10mo newerDec 2, 2025
10 months ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Outputs Comparison
Judge for yourself.
Run your own prompts against Ling 3.1 Flash and Nova 2 Lite side-by-side, then vote on the output you prefer.
FAQ
Common questions about Ling 3.1 Flash vs Nova 2 Lite.