Cheaper Inference
Model record / inclusionai
ling-3.1-flash-1019 is available for text generation from inclusionai. Its reported context window is 1,000,000 tokens, with up to 262,144 output tokens. Reported inputs: text. The served catalog lists streaming.
Ready when you are
Marketplace pricing, capped at list, optimized further.
POST /v1/chat/completions
curl https://api.cheaperinference.com/v1/chat/completions \ -H "Authorization: Bearer ci_live_YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "model": "ling-3.1-flash-1019", "messages": [ { "role": "user", "content": "Reply with the single word OK." } ] }'POST /v1/responses
curl https://api.cheaperinference.com/v1/responses \ -H "Authorization: Bearer ci_live_YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "input": [ { "role": "user", "content": "Reply with the single word OK." } ], "model": "ling-3.1-flash-1019", "store": false }'POST /v1/messages
curl https://api.cheaperinference.com/v1/messages \ -H "Authorization: Bearer ci_live_YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "model": "ling-3.1-flash-1019", "messages": [ { "role": "user", "content": "Reply with the single word OK." } ], "max_tokens": 1024 }'Capability source · checked
$0.00 estimated at displayed rates
1,000,000 ÷ 1,000,000 × $0.00 + 250,000 ÷ 1,000,000 × $0.00
Uses uncached input at the displayed standard rates, with no extra modalities or tools. Billed output includes any charged reasoning tokens. Actual token counts, price tiers, and marketplace prices can change the total.
Price quote effective .
| Model | Current pricing | Context limit | Image input listed |
|---|---|---|---|
| ling-3.1-flash-1019 (this model)inclusionai | $0.00 input / $0.00 output per 1M tokens | 1,000,000 tokens | No |
| ling-3.0-flashinclusionAI (Ant Group) | $0.039 input / $0.117 output per 1M tokens | 256,000 tokens | No |
| ling-3.0-flash-fininclusionAI (Ant Group) | $0.0357 input / $0.10455 output per 1M tokens | 262,144 tokens | No |
| ling-3.0-flash-sante |
POST /v1/chat/completions
| Field | Values |
|---|---|
| reasoning.exclude | |
| max_tokens | |
| reasoning | effort: none, low, medium, high; enabled: true or false |
| stop | |
| temperature | |
| tool_choice | |
| tools |
POST /v1/messages
| Field | Values |
|---|---|
| max_tokens | |
| thinking | type: enabled with budget_tokens; output_config.effort: none, low, medium, high |
| stop_sequences | |
| temperature | |
| tool_choice | |
| tools |
POST /v1/responses
| Field | Values |
|---|---|
| max_output_tokens | |
| reasoning | effort: none, low, medium, high |
| temperature | |
| tool_choice | |
| tools |
See how much this model saves and when its recorded price has been lowest.
This model averaged 0.0% below comparable direct provider prices across the selected range. Its strongest observed window was 12:00 PM–10:00 AM in UTC.
Average saved
0.0%
Cheapest time
12:00 PM–10:00 AM
Hourly coverage
23/24
Signal quality
Growing
Hover a bar for savings per token and observation counts.
Source buckets are UTC; labels are converted to UTC.
Last 24 hours
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Last 30 days
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| $0.0357 input / $0.10455 output per 1M tokens |
| 256,000 tokens |
| No |