Ling-flash-2.0 API Pricing
InclusionAI · released 2025-09-17
Pricing
0.014¢ / 1K
0.057¢ / 1K
0.025¢ / 1K
What it actually costs
| Workload | Tokens | Cost |
|---|---|---|
| Short chat reply | 500 in / 300 out | 0.0241¢ |
| RAG query | 4,000 in / 500 out | 0.0845¢ |
| Long document summary | 50,000 in / 1,000 out | 0.757¢ |
| Code review of a 2k-line file | 30,000 in / 2,000 out | 0.534¢ |
| 1,000 chat replies/day for 30 days | 30,000 × (500 in / 300 out) | $7.23 |
Cost = (input tokens ÷ 1,000,000 × $0.14) + (output tokens ÷ 1,000,000 × $0.57).
Benchmarks
#334 of 533
#98 of 249
Similar intelligence, lower price
| Model | Intelligence | Blended $/1M |
|---|---|---|
| Llama 3.1 Instruct 8B | 6.9 | $0.028 |
| Gemma 4 E4B (Reasoning) | 8.9 | $0.04 |
| Sarvam 30B (high) | 6.6 | $0.047 |
| Granite 4.2 3B | 9.1 | $0.052 |
| Nova Micro | 5.9 | $0.061 |
Leaderboard neighbours
| Model | Intelligence | Blended $/1M |
|---|---|---|
| Falcon-H1R-7B | 7.8 | — |
| GPT-4.1 nano | 7.8 | $0.175 |
| Gemma 4 E2B (Reasoning) | 7.8 | — |
| Ling-flash-2.0 | 7.8 | $0.247 |
| Qwen3 Omni 30B A3B (Reasoning) | 7.8 | $0.43 |
| Solar Pro 3 | 7.8 | $0.262 |
| GPT-4o (Aug '24) | 7.7 | $4.375 |
More from InclusionAI
| Model | Intelligence | Blended $/1M |
|---|---|---|
| Ling 3.0 Flash | 24.9 | $0.111 |
| 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 | — |
Count tokens & estimate cost for Ling-flash-2.0 See Ling-flash-2.0 on the leaderboard
Source: Artificial Analysis · last synced 2026-09-22
FAQ
Who develops Ling-flash-2.0?
Ling-flash-2.0 is developed by InclusionAI, released 2025-09-17.
How much does Ling-flash-2.0 cost per million tokens?
Ling-flash-2.0 costs $0.14 per 1M input tokens and $0.57 per 1M output tokens ($0.247 blended), per Artificial Analysis's official pricing data.
How does Ling-flash-2.0 rank on benchmarks?
Ling-flash-2.0 scores 7.8 on the Artificial Analysis Intelligence Index, ranking #334 of 533 models we track.
Is there a cheaper model with similar intelligence to Ling-flash-2.0?
Yes — Llama 3.1 Instruct 8B scores similar intelligence (6.9) at $0.028/1M blended, versus $0.247/1M for Ling-flash-2.0.
Where does this data come from?
Pricing and benchmark data for Ling-flash-2.0 comes from Artificial Analysis (artificialanalysis.ai), synced daily. Last synced 2026-09-22.