Ling 3.0 Tiny
Aug 2026
Ling 3.0 TinyCompare inon
Ling 3.0 Tiny measured on 9 of 104 Chat & Knowledge benchmarks9
BenchmarkByScoreRank
Overall1
Knowledge3
Science2
Documents2
Legacy · saturated or no longer reported1
No benchmark matches
—per task?
API price not publicprice
20 tok/sfirst token in 3.6 s?
262Kcontext
Alternatives?
ModelScoreCostPer taskWhat changes
BetterGPT-6 Lunalow+10.2—$0.005Function calling only with none · Chat Completions+3OOpenMiniCPM5 1Bnon-thinking+18.6——Context: 262K → 131K
BetterGranite 4.2 3BthinkingOpen+4.6—$0.006Context: 262K → 128KBetterGPT-5.6 Lunalow+4.7—$0.01
BetterMiMo v2.5thinkingOpen+9.5—$0.019Memory (4-bit): 3.9 GB → 186 GBModelScoreCostPer taskWhat changes
Nothing here yet.
ModelScoreCostPer taskWhat changes
GPT-6 Lunalow+10.2—$0.005Function calling only with none · Chat Completions+3Granite 4.2 3BthinkingOpen+4.6—$0.006Context: 262K → 128KGPT-5.6 Lunalow+4.7—$0.01MiMo v2.5thinkingOpen+9.5—$0.019Memory (4-bit): 3.9 GB → 186 GBGranite 4.2 8BthinkingOpen+2.2—$0.024Context: 262K → 128K+1ModelScoreCostPer taskWhat changes
OMiniCPM5 1Bnon-thinkingOpen+18.6——Context: 262K → 131KAG9v3 3BOpen+15——Context: 262K → 131KlLFM2.5 2.6BthinkingOpen+8.4——Context: 262K → 131KOMiniCPM5 2BthinkingOpen+7.7——Context: 262K → 131KGranite 4.2 3BthinkingOpen+4.6—$0.006Context: 262K → 128KModelScoreCostPer taskWhat changes
Ling 3.1 FlashOpen+21.6—$1.00Memory (4-bit): 3.9 GB → 343 GBLing 3.0 Flash VLthinkingOpen+14.8—$0.06 / $0.18Memory (4-bit): 3.9 GB → 75 GBLing 3.0 Flash FinthinkingOpen+4.8—$0.06 / $0.18Memory (4-bit): 3.9 GB → 76 GBLing 3.0 FlashthinkingOpen+1.5—$0.06 / $0.18Memory (4-bit): 3.9 GB → 76 GBRing 2.6 1TOpen-18.4—$0.29Context: 262K → 128K+1Ling 2.6 1TOpen-31.3——Memory (4-bit): 3.9 GB → 615 GBRing 1TOpen-31.6—$0.57 / $2.29Context: 262K → 64K+1Ling 1Tnon-thinkingOpen-35.8—$0.57 / $2.29Context: 262K → 32K+1All inclusionAI models →Run it yourself
estimateFits on✓ 8 GB (phone, laptop) · 8-bit✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
LicenceMITfree for commercial use
Benchmarks
in Chat & KnowledgeAA Intelligence Index 4.3.211.1#197
AA Omniscience Index-19.4#124
AA Omniscience · Accuracy8.5#293
Humanity's Last Exam9.3#202
GPQA Diamond73.4#165
AA-LCR (long context) 1.160.3#156
CritPt (physics)0#180
GDP.pdf · AA all-pass0.8#122
FAQ
How much does Ling 3.0 Tiny cost?›
There is no per-unit API price: API price not public.
Is Ling 3.0 Tiny free to use?›
There is no free API. The weights are open, so you can run it yourself.
How good is Ling 3.0 Tiny, and what is it best at?›
#201 of 334 in Chat & Knowledge, #75 of 132 in Coding, #126 of 133 in Agents & Tool Use, #122 of 133 in Vision & Documents.
Is Ling 3.0 Tiny better than Ling Mini 2.0?›
On AA Omniscience Index, Ling 3.0 Tiny scores -19.4 vs -78.5 — higher.
What is the context window of Ling 3.0 Tiny?›
262K tokens.
When was Ling 3.0 Tiny released? Is there a newer version?›
Released 2026-08-06. It is the current version in its line.
Is Ling 3.0 Tiny open source?›
Yes, the weights are open (MIT licence).
Can I run Ling 3.0 Tiny locally?›
The weights are open and can be self-hosted; hardware needs are not confirmed yet.
Can Ling 3.0 Tiny read images?›
No, it accepts text only.
What is Ling 3.0 Tiny?›
Ling 3.0 Tiny is an open-weights language model from inclusionAI, released Aug 2026, the successor to Ling Mini 2.0.
What are the best alternatives to Ling 3.0 Tiny?›
GPT-6 Luna (better), MiniCPM5 1B (open weights).