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Ling 3.0 Flash Fin vs Nova 2 Pro

Ling 3.0 Flash Fin leads the LLM Stats Score 43.3 to 30.9.

InclusionAI · Amazon · Updated for 2026

Which is better?

Ling 3.0 Flash Fin leads the overall LLM Stats Score 43.3 to 30.9, ranking #39 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Ling 3.0 Flash Fin

  • overall performance matters — it scores 43.3 and ranks #39 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose Nova 2 Pro

  • you are already invested in the Amazon ecosystem

At a glance

The differences that matter most.

Ling 3.0 Flash Fin
InclusionAI
Nova 2 Pro
Amazon
Core performance indexes
LLM Stats Score
43.3
#39
30.9
#114
Reasoning
44.7
#32
30.8
#114
Agents
29.5
#35
12.1
#103
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.06 / M
— / M
Output price
$0.18 / M
— / M
Context window
262,144
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Ling 3.0 Flash Fin
Nova 2 Pro
Tool use
20.5#56
15.5#89
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

6 reported for Ling 3.0 Flash Fin · 18 for Nova 2 Pro

No common benchmarks found

Ling 3.0 Flash Fin and Nova 2 Prodon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Ling 3.0 Flash Fin specifies input context (262,144 tokens). Only Ling 3.0 Flash Fin specifies output context (262,144 tokens).

InclusionAI
Ling 3.0 Flash Fin
Input262,144 tokens
Output262,144 tokens
Amazon
Nova 2 Pro
Input- tokens
Output- tokens
Wed Sep 09 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Nova 2 Pro supports multimodal inputs, whereas Ling 3.0 Flash Fin does not.

Nova 2 Pro can handle both text and other forms of data like images, making it suitable for multimodal applications.

Ling 3.0 Flash Fin

Text
Images
Audio
Video

Nova 2 Pro

Text
Images
Audio
Video

Release Timeline

When each model was launched

Ling 3.0 Flash Fin was released on 2026-09-03, while Nova 2 Pro was released on 2025-12-02.

Ling 3.0 Flash Fin is 9 months newer than Nova 2 Pro.

Ling 3.0 Flash Fin

Sep 3, 2026

6 days ago

9mo newer
Nova 2 Pro

Dec 2, 2025

9 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Ling 3.0 Flash Fin and Nova 2 Pro side-by-side, then vote on the output you prefer.

Ling 3.0 Flash Fin
✓ Preferred
Nova 2 Pro
Open in Playground

FAQ

Common questions about Ling 3.0 Flash Fin vs Nova 2 Pro.

Which is better, Ling 3.0 Flash Fin or Nova 2 Pro?

Ling 3.0 Flash Fin leads the LLM Stats Score 43.3 to 30.9. Ling 3.0 Flash Fin is made by InclusionAI and Nova 2 Pro is made by Amazon. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Ling 3.0 Flash Fin compare to Nova 2 Pro in benchmarks?

Ling 3.0 Flash Fin scores SpreadSheetBench-v1: 86.5%, Finance Agent v1.1: 69.2%, Finance Agent v2: 59.8%, Tau3 Banking: 41.0%, APEX-Agents: 29.2%. Nova 2 Pro scores Tau2 Telecom: 92.7%, AIME 2025: 92.3%, ScreenSpot: 88.1%, LongCodeBench: 84.0%, MMLU-Pro: 81.6%.

What are the context window sizes for Ling 3.0 Flash Fin and Nova 2 Pro?

Ling 3.0 Flash Fin supports 262K tokens and Nova 2 Pro supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Ling 3.0 Flash Fin and Nova 2 Pro?

Key differences include LLM Stats Score (43.3 vs 30.9), multimodal support (no vs yes), licensing (Unknown vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.0 Flash Fin and Nova 2 Pro?

Ling 3.0 Flash Fin is developed by InclusionAI and Nova 2 Pro is developed by Amazon.

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