Ring Flash 2.0
Sep 2025
Ring Flash 2.0Compare inon
Benchmarks of Ring Flash 2.025
BenchmarkByScoreRank
Overall1
Knowledge4
Science2
Coding1
Writing12
Documents1
Legacy · saturated or no longer reported4
No benchmark matches
—per task?
self-host onlyprice
—output speed?
128Kcontext
Rankingin thinking mode?
Alternatives?
ModelScoreCostPer taskWhat changes
BetterGPT-6 Lunalow×2.1—$0.005Function calling only with none · Chat Completions+3
OpenQwen3.8 Flashthinking×3.9—$0.37Memory (4-bit): 62 GB → 108 GB+6BetterGPT-5.6 Lunalow×2.1—$0.01
BetterMiMo v2.5thinkingOpen×2.8—$0.019Memory (4-bit): 62 GB → 186 GB
BetterClaude Haiku 5.5low×2.8—$0.024Remove sampling parameters+5ModelScoreCostPer taskWhat changes
Nothing here yet.
ModelScoreCostPer taskWhat changes
GPT-6 Lunalow×2.1—$0.005Function calling only with none · Chat Completions+3GPT-5.6 Lunalow×2.1—$0.01MiMo v2.5thinkingOpen×2.8—$0.019Memory (4-bit): 62 GB → 186 GBClaude Haiku 5.5low×2.8—$0.024Remove sampling parameters+5
Mercury 2high+78%—$0.039ModelScoreCostPer taskWhat changes
Qwen3.8 FlashthinkingOpen×3.9—$0.37Memory (4-bit): 62 GB → 108 GB+6Qwen3.8 27BxhighOpen×3.5—$1.01max_tokens range · QwenCloud+4
Nemotron 3.5 Super VLOpen×3.2—$0.19Memory (4-bit): 62 GB → 75 GB
MiniMax M2.7thinkingOpen×3.1—$0.30 / $1.20Memory (4-bit): 62 GB → 137 GB
Solar Open2 250BOpen×3——Memory (4-bit): 62 GB → 150 GBModelScoreCostPer taskWhat changes
Ling 3.1 FlashOpen×4.1—$1.00Memory (4-bit): 62 GB → 343 GBLing 3.0 FlashthinkingOpen×2.5—$0.06 / $0.18Memory (4-bit): 62 GB → 76 GBLing 3.0 Flash FinthinkingOpen×2.3—$0.06 / $0.18Memory (4-bit): 62 GB → 76 GBLing 3.0 Flash VLthinkingOpen×2.3—$0.06 / $0.18Memory (4-bit): 62 GB → 75 GBRing 2.6 1TOpen×2.2—$0.29Memory (4-bit): 62 GB → 615 GBRing 1TOpen+15%—$0.57 / $2.29Context: 128K → 64K+1Ling 3.0 TinyOpensame——Ling 2.6 1TOpensame——Memory (4-bit): 62 GB → 615 GBAll 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
all categoriesChat & Knowledge
Humanity's Last Exam9.6#198
AA Omniscience Index-58.6#251
CritPt (physics)0.3#179
AA Intelligence Index 4.3.2≈7.2#275
AA Omniscience · Accuracy16.6#208
GPQA Diamond72.5#174
AIME 2025 · AA archived83.7#34
Coding
LiveCodeBench · AA archived62.8#68
Agents & Tool Use
τ²-bench · AA0#232
Writing & Language
IFBench (instructions)43.3#140
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 GLM 4.6V?›
On Humanity's Last Exam, Ring Flash 2.0 scores 9.6 vs 9.6 — 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-6 Luna (better), Qwen3.8 Flash (open weights).