Ant Group
Ling Flash
Current
3.1
shipped 4w · 13 Oct 2026
Small, fast open MoE aimed at cheap high-throughput serving.
Specification
- Current
- 3.0 flash
- Weights
- Open
Modalities: text
Ling Flash — 6-Axis Capability Radar
HEURISTIC ESTIMATEThese scores are rough estimates from category presets, catalog specs, and keywords in release notes. They are not measured benchmarks or test results. Catalog prices and context windows may refer to a different model variant.
Hover or tap an axis to inspect its estimate
Shipping Cadence & Next Drop Forecast
This is an uncalibrated estimate from limited catalog history. A ratio of 100% means one estimated interval has elapsed; it is not a probability. Next-release dates and versions remain unconfirmed.
82 days
±7d variance29 days
Shipped on 2026-10-134.5 drops/yr
1 observed intervals · limited history2027-01-03
Next version: UnannouncedOptional AI cadence commentary
Summarize the recorded history and its limitations. Future releases remain unconfirmed.
Model Version Capability Delta
AI-synthesized architectural jumps, parameter scaling, and capability shifts across releases.
Ready to analyze Ling Flash v3.0 vs v3.1
Click Synthesize Diff to analyze latent space adjustments, resolution leaps, parameter shifts, and migration caveats via Gemini 3.8 Flash.
Version history
2 releases tracked
3.1
minor13 Oct 2026 · 4wLing 3.1 Flash expands reasoning performance and instruction adherence.
- repo inclusionAI/Ling-3.1-flash (created 2026-10-13, modified 2026-10-15)
- Source adapter: hf-api
First listedSpecific source link · unverified ↗3.0
major23 Jul 2026 · 3moLing-3.0-flash released with open weights.
- Throughput-oriented MoE.
- Part of the July open-weight wave.
Date basis unconfirmedSource needed