Ling 3.0 Flash API Pricing
InclusionAI · released 2026-08-04
Pricing
< 0.01¢ / 1K
0.022¢ / 1K
0.011¢ / 1K
What it actually costs
| Workload | Tokens | Cost |
|---|---|---|
| Short chat reply | 500 in / 300 out | 0.0103¢ |
| RAG query | 4,000 in / 500 out | 0.041¢ |
| Long document summary | 50,000 in / 1,000 out | 0.397¢ |
| Code review of a 2k-line file | 30,000 in / 2,000 out | 0.269¢ |
| 1,000 chat replies/day for 30 days | 30,000 × (500 in / 300 out) | $3.10 |
Cost = (input tokens ÷ 1,000,000 × $0.075) + (output tokens ÷ 1,000,000 × $0.22).
Benchmarks
#86 of 533
#69 of 197
Similar intelligence, lower price
| Model | Intelligence | Blended $/1M |
|---|---|---|
| Hy3-preview (Reasoning) | 22.7 | $0.10 |
Leaderboard neighbours
| Model | Intelligence | Blended $/1M |
|---|---|---|
| Inkling (xhigh) | 25.0 | $1.762 |
| GPT-5 Codex (high) | 24.9 | $3.438 |
| Grok 4.3 (high) | 24.9 | $1.563 |
| Ling 3.0 Flash | 24.9 | $0.111 |
| Claude Sonnet 4.6 (Non-reasoning, High Effort) | 24.7 | $6.00 |
| GPT-5.1 (high) | 24.7 | $3.438 |
| Solar Open2 250B | 24.7 | — |
More from InclusionAI
| Model | Intelligence | Blended $/1M |
|---|---|---|
| Ling-3.0-flash-VL | 24.6 | $0.111 |
| Ling-3.0-flash-Fin | 22.6 | — |
| Ling-2.6-1T | 17.0 | $0.85 |
| Ring-2.6-1T | 16.6 | $0.85 |
| Ling 3.0 Tiny | 15.3 | — |
| Ring-1T | 10.9 | — |
| Ling 2.6 Flash | 9.7 | — |
| Ling-1T | 9.2 | — |
Count tokens & estimate cost for Ling 3.0 Flash See Ling 3.0 Flash on the leaderboard
Source: Artificial Analysis · last synced 2026-09-22
FAQ
Who develops Ling 3.0 Flash?
Ling 3.0 Flash is developed by InclusionAI, released 2026-08-04.
How much does Ling 3.0 Flash cost per million tokens?
Ling 3.0 Flash 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 rank on benchmarks?
Ling 3.0 Flash scores 24.9 on the Artificial Analysis Intelligence Index, ranking #86 of 533 models we track.
Is there a cheaper model with similar intelligence to Ling 3.0 Flash?
Yes — Hy3-preview (Reasoning) scores similar intelligence (22.7) at $0.10/1M blended, versus $0.111/1M for Ling 3.0 Flash.
Where does this data come from?
Pricing and benchmark data for Ling 3.0 Flash comes from Artificial Analysis (artificialanalysis.ai), synced daily. Last synced 2026-09-22.