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Ring-flash-2.0

byinclusionai

Input Price$0.14/1M tokens
Output Price$0.57/1M tokens
Intelligence14.0
Coding10.6

Specifications

Technical details and pricing.

Providerinclusionai
Context WindowN/A
Release DateSep 19, 2025
ModalitiesText

Benchmarks

10 benchmark scores from Artificial Analysis.

GPQA72.5%
MMLU Pro79.3%
HLE8.9%
LiveCodeBench62.8%
AIME 202583.7%
SciCode16.8%
LCR21.0%
IFBench43.3%
Tau20.0%
TerminalBench Hard7.6%

Composite Indices

Higher is better; speed and price are normalized

Standard Benchmarks

Only benchmarks with data are shown

Frequently Asked Questions

What is Ring-flash-2.0 good for?

Ring-flash-2.0 currently has benchmark and pricing data on this page. Runtime metadata will appear later when the model catalog entry becomes available.

How much does Ring-flash-2.0 cost?

Pricing is based on usage. Current rates are $0.14/1M tokens for input and $0.57/1M tokens for output.

Is Ring-flash-2.0 available in LLMBase Chat yet?

Not yet on this page. We will add chat and inference actions automatically once an exact catalog entry exists for Ring-flash-2.0.

Does Ring-flash-2.0 support images or audio?

Ring-flash-2.0 focuses on text-based tasks.

Benchmarks and pricing use Artificial Analysis where available. Catalog specs are used as a fallback.