Models/Ling-flash-2.0

MDL

Ling-flash-2.0

InclusionAI

Verified against Artificial Analysis · Jul 13, 2026

Capability

percentile index

Price /M

$0.14 / $0.57

in / out

Context

—

Avg score

38.4

10 benchmarks

AA Intelligence

9.7

index

Speed

65 tok/s

TTFT 0.8s

Released

Sep 17, 2025

About

Ling-flash-2.0 is a proprietary model in the Ling family from InclusionAI. Benchmarked on 10 evals, averaging 38.4.

Benchmark scores · 10

avg 38.4 — higher is better

MMLU-Proartificial-analysis · 2026-07

77.7

GPQA Diamondartificial-analysis · 2026-07

65.7

AIMEartificial-analysis · 2026-07

65.3

LiveCodeBenchartificial-analysis · 2026-07

58.9

IFBenchartificial-analysis · 2026-07

34.4

SciCodeartificial-analysis · 2026-07

28.9

τ²-benchartificial-analysis · 2026-07

20.8

AA Long-Context Reasoningartificial-analysis · 2026-07

Terminal-Bench Hardartificial-analysis · 2026-07

10.6

Humanity's Last Examartificial-analysis · 2026-07

6.3

Details

PublisherInclusionAI

FamilyLing

Parameters—

License—

WeightsClosed

ReleasedSep 17, 2025

Performance & price

Output speed65 tok/s

Latency (TTFT)0.8s

Price in / out$0.14 / $0.57 per 1M

Blended price$0.247 / 1M

Math index65.3

Median across API providers, via Artificial Analysis. Blended = 3:1 input:output. For reasoning models, latency includes thinking time. Methodology →

History

full ledger →

Capability over time

Append-only ledger — every observed change to this model's numbers.

API providers

Artificial Analysis$0.57/M