Ant Group · ProprietaryinclusionAI: Ling 3.0 Flash
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Model portfolio
inclusionAI: Ling 3.0 Flash
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Ant Group · Closed · Context 262K tokens
ACTIVEText
Language Cap
No data yet
language · unranked
Benchmark average
No data yet
Not enough benchmark results yet
Pricing
$0.060
$0.18 / 1M out
CADLE CAP vs MODEL MATRIX
Cadle Cap ranks models on every published score we have for them — harder benchmarks weigh more. Missing tests are skipped, not zeroed. It answers who is stronger than whom in today's pool.
Model Matrix is the datasheet: Overall, Intelligence, Coding, Agentic, MMLU, GPQA, Math, LiveCodeBench, HumanEval, Reason, ARC-AGI. A dash means unmeasured. AVG is an importance-weighted mean of that model's filled cells only.
NOT RANKED YET
We only rank a model once it has enough published benchmark results to compare fairly. Everything below is what we do know: pricing, news and any scores that have been published.
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
Input $/1M
$0.060
Output $/1M
$0.18
DESCRIPTION + DETAILS
PROVIDER
Ant Group
CONTEXT
262K tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
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First review sets the tone for how teams evaluate inclusionAI: Ling 3.0 Flash.
MODEL COMPARISON
Metric
inclusionAI: Ling 3.0 Flash
Provider
Ant Group
Release
Input / 1M
$0.06
Output / 1M
$0.18
Context
262K tokens
Cadle Cap
72
Cap board
Unranked
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.
Supabase models
Cadle public observations
SOURCE TRACKING
Evidence linked to this model — listing, hub, benchmarks, or live gateway prices.
inclusionAI: Ling 3.0 Flash