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Ling 3.0 Flash
inclusionai·inclusionai/ling-3.0-flash·GA·Closed·ling series·NEW
Efficient model for low-latency assistance, extraction, and routine automation
At a glance
Reference price$0.075 / $0.22 per 1M
Cache read $0.015 · NanoGPT
Lowest paid$0.021 / $0.063
OpenRouter Gateway · 3.6× spread
Context262,144
⚠ Providers report 256,000–262,144; the table below is authoritative
Output limit32,768
Capabilities
✓ Reasoning✓ Tool useStructured output✓ TemperatureAttachments
⚠ Providers report capability flags inconsistently
Modalities
Text
Knowledge cutoff—
Released / updated2026-07-23 / 2026-08-06
Quality & performanceArtificial Analysis · Intelligence Index v4.1
Intelligence37.8
Value1200
Coding50.6
Agentic29.3
Output speed—
TTFT—
Cost per task$0.0377
Value formulaIQ 37.8 ÷ min blended $0.032 = 1200
Quality is independently evaluated by Artificial Analysis. Speed/latency are model-level medians.
Available at 4 providers4 with public prices
| Provider | Tier | Input | Output | Cache read | Cache write | Context | Output limit | Status |
|---|---|---|---|---|---|---|---|---|
| OpenRouter | Gateway | $0.021 | $0.063 | $0.0042 | — | 262,144 | 32,768 | |
| Vercel AI Gateway | Cloud | $0.06 | $0.18 | $0.012 | — | 256,000 ⚠ | 32,000 | |
| Kilo Gateway | Gateway | $0.06 | $0.18 | $0.012 | — | 262,144 | 32,768 | |
| NanoGPT | Gateway | $0.075 | $0.22 | $0.015 | — | 262,144 | 32,768 |
Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.
Your usage cost
1OpenRouter$5.33
2Vercel AI Gateway$15.24
3Kilo Gateway$15.24
4NanoGPT$18.80
The cheapest paid channel is the only channel.
Benchmark
No upstream benchmark data for this model. For quality, see the Artificial Analysis intelligence score above.
Reasoning control
effort = noneeffort = high
2 / 4 providers expose no reasoning control (reasoning_options: []).
Related models
ling-3.0-tinysame series$0 / $0InclusionAI Ling 3.0 Flash (DeepInfra)same series$0.06 / $0.18InclusionAI Ling 3.0 Flash (NovitaAI)same series$0.06 / $0.18GLM-4.7-Flashcheaper alternative$0 / $0Hy3cheaper alternative$0 / $0Nemotron 3 Nano 30B A3Bcheaper alternative$0 / $0Qwen3.7 Flashcheaper alternative$0.03 / $0.118
Price historyone sample accumulated per data sync
Input listOutput listMin blended