inclusionAI: Ling 3.0 Flash
inclusionai/ling-3-0-flash*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*.
Modalities
In / out per 1M$0.02 / $0.06
Context256K
ReleasedJul 23, 2026
Providers
2 providers serve this model upstream.
| Provider | Input /M | Output /M | Cache read /M | Latency P50 | Throughput P50 | Uptime |
|---|---|---|---|---|---|---|
| $0.02 | $0.06 | $0.00 | 1.04s | 117 tps | 100% | |
 DeepInfraus · bf16 | $0.06 | $0.18 | $0.01 | 1.00s | 24 tps | 99.79% |
Market-wide measurements, refreshed every 15 minutes. They describe who serves Ling 3.0 Flash in general, not how ProjectCOZY routes your requests.
Pricing
List rates per 1M tokens — what Ling 3.0 Flash costs pay-as-you-go elsewhere, not what you pay here.
Input
$0.02
per 1M tokens
Output
$0.06
per 1M tokens
Cache read
$0.00
per 1M cached tokens
Included in every pass
Ling 3.0 Flash is included in every ProjectCOZY pass at no extra cost — one flat rate, no per-token metering. The rates above are there for comparison.
Performance
Time to first token and output speed across every provider, over the last 3 days.
0.0s1.0s2.0s3.0s4.0s
Oct 11, 12 AMOct 11, 8 AMOct 11, 4 PMOct 12, 12 AMOct 12, 8 AMOct 12, 4 PMOct 13, 12 AMOct 13, 8 AMOct 13, 4 PMOct 14, 12 AMOct 14, 8 AM
NovitaAI DeepInfra (us)
0 tok/s100 tok/s200 tok/s300 tok/s400 tok/s
Oct 11, 12 AMOct 11, 8 AMOct 11, 4 PMOct 12, 12 AMOct 12, 8 AMOct 12, 4 PMOct 13, 12 AMOct 13, 8 AMOct 13, 4 PMOct 14, 12 AMOct 14, 8 AM
NovitaAI DeepInfra (us)
Uptime
100% of requests were served successfully over the last 3 days, across all providers.
Last 3 daysAvailability 99.82%
Oct 11, 2:00 PMNow
Availability over the last 24 hoursAvailability 99.75%
100% 97% 93% 90%
Oct 13, 2:40 PMNow
Apps
Tools that most often run Ling 3.0 Flash, by tokens this week.
Activity
499.4B tokens processed market-wide in the last month.
010.0B20.0B30.0B40.0B
Sep 14Sep 19Sep 24Sep 29Oct 4Oct 9Oct 14
Tokens
FAQ
Which model id do I use for Ling 3.0 Flash?
inclusionai/ling-3.0-flash. Send it as the model field from any OpenAI-compatible client, against http://192.168.1.55/v1.
How much context does Ling 3.0 Flash hold?
262,144 tokens per request, of which up to 32,768 can be the response.
What can it accept and return?
Input: text. Output: text.
What does Ling 3.0 Flash cost on a pass?
Nothing beyond the pass itself. Pay-as-you-go elsewhere it lists at $0.02 per 1M input tokens and $0.06 per 1M output tokens.
Who built Ling 3.0 Flash?
inclusionAI, in the Ling family.
Explore
Other models your pass can call.
