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Ling-3.0-flash-VL API PricingNEW

InclusionAI · released 2026-09-10

Pricing

$0.075
input / 1M tokens
< 0.01¢ / 1K
$0.22
output / 1M tokens
0.022¢ / 1K
$0.111
blended / 1M tokens
0.011¢ / 1K

What it actually costs

WorkloadTokensCost
Short chat reply500 in / 300 out0.0103¢
RAG query4,000 in / 500 out0.041¢
Long document summary50,000 in / 1,000 out0.397¢
Code review of a 2k-line file30,000 in / 2,000 out0.269¢
1,000 chat replies/day for 30 days30,000 × (500 in / 300 out)$3.10

Cost = (input tokens ÷ 1,000,000 × $0.075) + (output tokens ÷ 1,000,000 × $0.22).

Benchmarks

24.6
Intelligence
#90 of 533
57.0
Coding
#52 of 197
—
Math
140
Tokens/sec
1.49s
Time to first token

Similar intelligence, lower price

ModelIntelligenceBlended $/1M
Hy3-preview (Reasoning)22.7$0.10

Leaderboard neighbours

ModelIntelligenceBlended $/1M
Claude Sonnet 4.6 (Non-reasoning, High Effort)24.7$6.00
GPT-5.1 (high)24.7$3.438
Solar Open2 250B24.7—
Ling-3.0-flash-VL24.6$0.111
GPT-5.4 mini (xhigh)24.1$1.688
MiMo-V2-Omni23.9—
Claude Opus 4.5 (Non-reasoning)23.7$10.00

More from InclusionAI

ModelIntelligenceBlended $/1M
Ling 3.0 Flash24.9$0.111
Ling-3.0-flash-Fin22.6—
Ling-2.6-1T17.0$0.85
Ring-2.6-1T16.6$0.85
Ling 3.0 Tiny15.3—
Ring-1T10.9—
Ling 2.6 Flash9.7—
Ling-1T9.2—

Count tokens & estimate cost for Ling-3.0-flash-VL See Ling-3.0-flash-VL on the leaderboard

Source: Artificial Analysis · last synced 2026-09-22

FAQ

Who develops Ling-3.0-flash-VL?

Ling-3.0-flash-VL is developed by InclusionAI, released 2026-09-10.

How much does Ling-3.0-flash-VL cost per million tokens?

Ling-3.0-flash-VL costs $0.075 per 1M input tokens and $0.22 per 1M output tokens ($0.111 blended), per Artificial Analysis's official pricing data.

How does Ling-3.0-flash-VL rank on benchmarks?

Ling-3.0-flash-VL scores 24.6 on the Artificial Analysis Intelligence Index, ranking #90 of 533 models we track.

Is there a cheaper model with similar intelligence to Ling-3.0-flash-VL?

Yes — Hy3-preview (Reasoning) scores similar intelligence (22.7) at $0.10/1M blended, versus $0.111/1M for Ling-3.0-flash-VL.

Where does this data come from?

Pricing and benchmark data for Ling-3.0-flash-VL comes from Artificial Analysis (artificialanalysis.ai), synced daily. Last synced 2026-09-22.