Ring Flash 2.0
Sep 2025
Ring Flash 2.0Compare inon
Ring Flash 2.0 measured on 20 of 104 Chat & Knowledge benchmarks20
BenchmarkByScoreRank
Overall1
Knowledge14
Science2
Documents1
Legacy · saturated or no longer reported2
No benchmark matches
—per task?
self-host onlyprice
—output speed?
128Kcontext
Alternatives?
ModelScoreCostPer taskWhat changes
BetterGPT-5.6 Lunalow+15%—$0.01
OpenQwen3.8 Flashthinking+27%—$0.37Memory (4-bit): 62 GB → 108 GB+6
BetterMistral Small 4thinkingOpen+6%—$0.015Memory (4-bit): 62 GB → 72 GB
BetterNemotron 3 Nano 30B A3BthinkingOpen+4%—$0.017
BetterMiMo v2.5thinkingOpen+17%—$0.019Memory (4-bit): 62 GB → 186 GBModelScoreCostPer taskWhat changes
Nothing here yet.
ModelScoreCostPer taskWhat changes
GPT-5.6 Lunalow+15%—$0.01Mistral Small 4thinkingOpen+6%—$0.015Memory (4-bit): 62 GB → 72 GBNemotron 3 Nano 30B A3BthinkingOpen+4%—$0.017MiMo v2.5thinkingOpen+17%—$0.019Memory (4-bit): 62 GB → 186 GB
Mercury 2high+6%—$0.039ModelScoreCostPer taskWhat changes
Qwen3.8 FlashthinkingOpen+27%—$0.37Memory (4-bit): 62 GB → 108 GB+6Qwen3.8 27BxhighOpen+25%—$1.01max_tokens range · QwenCloud+4
MiniMax M2.7thinkingOpen+20%—$0.30 / $1.20Memory (4-bit): 62 GB → 137 GBLing 3.0 Flash VLthinkingOpen+19%—$0.06 / $0.18Memory (4-bit): 62 GB → 75 GBQwen 3.5 27BthinkingOpen+18%—$0.30 / $2.40ModelScoreCostPer taskWhat changes
Ling 3.0 Flash VLthinkingOpen+19%—$0.06 / $0.18Memory (4-bit): 62 GB → 75 GBRing 2.6 1TOpen+18%—$0.29Memory (4-bit): 62 GB → 615 GBLing 3.0 FlashthinkingOpen+18%—$0.06 / $0.18Memory (4-bit): 62 GB → 76 GBRing 1TOpen+7%—$0.57 / $2.29Context: 128K → 64K+1Ling 2.6 1TOpen+4%——Memory (4-bit): 62 GB → 615 GBLing 3.0 TinyOpensame——Ling 1Tnon-thinkingOpensame—$0.57 / $2.29Context: 128K → 32K+1Ling Flash 2.0non-thinkingOpen-9%—$0.14 / $0.57Context: 128K → 32KAll inclusionAI models →Run it yourself
estimateFits on✗ 8 GB (phone, laptop)✗ 16 GB✗ 24 GB GPU✗ 48 GB GPU✓ 80 GB GPU · compressed
LicenceMITfree for commercial use
Benchmarks
in Chat & KnowledgeAA Intelligence Index 4.3.2≈7.2#275
AA Omniscience Index-58.6#251
AA Omniscience · Accuracy16.6#208
Humanity's Last Exam9.6#198
GPQA Diamond72.5#174
IFBench (instructions)43.3#140
CritPt (physics)0.3#179
AIME 2025 · AA archived83.7#34
FAQ
How much does Ring Flash 2.0 cost?›
There is no per-unit API price: self-host only.
Is Ring Flash 2.0 free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Ring Flash 2.0, and what is it best at?›
#197 of 334 in Chat & Knowledge, #137 of 239 in Coding, #229 of 242 in Agents & Tool Use, #157 of 195 in Writing & Language.
Is Ring Flash 2.0 better than Seed OSS 36B Instruct?›
On GPQA Diamond, Ring Flash 2.0 scores 72.5 vs 72.6 — about the same.
What is the context window of Ring Flash 2.0?›
128K tokens.
When was Ring Flash 2.0 released? Is there a newer version?›
Released 2025-09-19. It is the current version in its line.
Is Ring Flash 2.0 open source?›
Yes, the weights are open (MIT licence).
Can I run Ring Flash 2.0 locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
Can Ring Flash 2.0 read images?›
No, it accepts text only.
What is Ring Flash 2.0?›
Ring Flash 2.0 is an open-weights language model from inclusionAI, released Sep 2025.
What are the best alternatives to Ring Flash 2.0?›
GPT-5.6 Luna (better), Qwen3.8 Flash (open weights).