Ling 3.0 Flash Fin

Sep 2026
Ling 3.0 Flash Fin
Compare in
on
—per task?
$0.06 / $0.18per 1M in / out?
284 tok/sfirst token in 1.7 s?
262Kcontext

Rankingin thinking mode?

Strong at

B
Agents & work tasks#67 of 175Reasoning#109 of 334Long context#97 of 273Knowledge#105 of 318
C
Coding#75 of 132

Alternatives?

ModelScoreCostPer taskWhat changes
BetterGPT-5.6 Lunamax+31%+400%$0.18OpenStep 3.7 Flashhigh-46%+386%$0.20 / $1.15Context: 262K → 256K+1ABetterApodex 1.1+14%+983%$0.46Context: 262K → 256K+2BetterStep 5 PreviewthinkingOpen+38%+1,483%$1.03Memory (4-bit): 76 GB → 363 GB+3BetterGemini 3.1 Pro Previewthinking+17%+4,900%$1.30Cannot use both thinking controls

Run it yourself

estimate
Fits on✗ 8 GB (phone, laptop)✗ 16 GB✗ 24 GB GPU✗ 48 GB GPU✓ 80 GB GPU · compressed
LicenceMITfree for commercial use

Benchmarks

all categories
Chat & Knowledge
Humanity's Last Exam22.6#109
AA Omniscience Index-14.6#106
CritPt (physics)2.6#97
AA Intelligence Index 4.3.222.6#101
AA Omniscience · Accuracy17.9#189
AA Omniscience · Hallucination Rate39.5#61
AA-LCR (long context) 1.173.7#97
GDP.pdf · AA all-pass5.4#81
Coding
Terminal-Bench 4.00#75
SciCode42.4#84
Terminal-Bench 2.162.5#48
Agents & Tool Use
AutomationBench-AA7.4#75
GDPval-AA (work tasks) 2.130.1#67
τ³-Banking · AA38.6#20
AA Analyst Agent16.3#34
APEX-Agents27.4#16
AA-Briefcase 1.1 · Elo961#59

FAQ

How much does Ling 3.0 Flash Fin cost?›

$0.06 per 1M input tokens and $0.18 per 1M output tokens (cheapest host: DeepInfra).

Is Ling 3.0 Flash Fin free to use?›

There is no free API; the cheapest paid price is $0.06 per 1M input tokens. The weights are open, so you can run it yourself.

How good is Ling 3.0 Flash Fin, and what is it best at?›

#109 of 334 in Chat & Knowledge, #75 of 132 in Coding, #75 of 133 in Agents & Tool Use, #81 of 133 in Vision & Documents.

Is Ling 3.0 Flash Fin better than Gemini 3 Flash Preview?›

On APEX-Agents, Ling 3.0 Flash Fin scores 27.4 vs 27.7 — about the same.

How can I use Ling 3.0 Flash Fin?›

Through the API of DeepInfra, Novita.

What is the context window of Ling 3.0 Flash Fin?›

262K tokens.

When was Ling 3.0 Flash Fin released? Is there a newer version?›

Released 2026-09-11. It is the current version in its line.

Is Ling 3.0 Flash Fin open source?›

Yes, the weights are open (MIT licence).

Can I run Ling 3.0 Flash Fin locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

Can Ling 3.0 Flash Fin read images?›

No, it accepts text only.

What is Ling 3.0 Flash Fin?›

Ling 3.0 Flash Fin is an open-weights language model from inclusionAI, released Sep 2026.

What are the best alternatives to Ling 3.0 Flash Fin?›

GPT-5.6 Luna (better), Step 3.7 Flash (open weights).