Ling 3.0 Flash VL API Benchmarks, Pricing & Provider Data
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Ling 3.0 Flash VL benchmark, API pricing, and provider data cover undefined API provider} other undefined API providers}}, with prices starting at $0.00000001/request.
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 2 / 8
- Methodology
- V3.0
#1Reasoning55.1Provisional1/4 Measured dimensions
#2Coding51.9Provisional1/4 Measured dimensions
Specifications
Input and output token limits for this model, plus how it ranks on long-context understanding.
Features
Technical Details
- Input
- Output
- Released
- Sep 2026
- Tokenizer
- Other
- Architecture
- text+image+video->text
- Moderated
- No
- Supported parameters
- frequency_penaltyinclude_reasoninglogit_biasmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_p
Rankings
Excels at
Detailed scores
Updated: Sep 11, 2026Speed & latency
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Output speed142.9 tok/s#24 / 81Time to first token1.21 s#39 / 81
Speed & latency
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Agents
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Agents
V3.0undefined metric} other undefined metrics}} · No data
Coding
V3.0undefined metric} other undefined metrics}} · Provisional
Score51.980% interval36.0–67.91/4 Measured dimensionsSciCode44.2%#49 / 89
Coding
V3.0undefined metric} other undefined metrics}} · Provisional
Reasoning
V3.0undefined metric} other undefined metrics}} · Provisional
Score55.180% interval41.2–69.01/4 Measured dimensionsGPQA86.2%#60 / 218HLE22.0%#80 / 216
Reasoning
V3.0undefined metric} other undefined metrics}} · Provisional
Knowledge
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Knowledge
V3.0undefined metric} other undefined metrics}} · No data
Math
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Math
V3.0undefined metric} other undefined metrics}} · No data
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
Multimodal
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multimodal
V3.0undefined metric} other undefined metrics}} · No data
Instruction following
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Instruction following
V3.0undefined metric} other undefined metrics}} · No data
Pricing Comparison
Compare Ling 3.0 Flash VL API pricing across 3 providers. Prices range from $0.00000001/request to $0.0010/request. Future Hub offers the lowest rate at $0.00000001/request.
| Provider | Health | Model Variant | Group | Input ($/M) | Output ($/M) | Speed (t/s) | First token | Audit |
|---|---|---|---|---|---|---|---|---|
L1 0% | ling-3.0-flash-vl | openrouter | $0.00000001/request | - | — | — | — |
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Frequently Asked Questions
- What benchmark data does Ling 3.0 Flash VL include?
- LMSpeed shows Ling 3.0 Flash VL benchmark context, API price, output speed, first-token latency, and provider data across 3 providers when those signals are available.
- What is the Ling 3.0 Flash VL API price?
- Ling 3.0 Flash VL has pricing from undefined provider} other undefined providers}}, ranging from $0.00000001/request to $0.0010/request. Future Hub has the lowest listed price.
- What does the Ling 3.0 Flash VL API pricing table include?
- The Ling 3.0 Flash VL API pricing table compares 3 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
- Which provider has the cheapest Ling 3.0 Flash VL API pricing?
- Future Hub currently has the lowest listed Ling 3.0 Flash VL price at $0.00000001/request across undefined provider} other undefined providers}}.
- Is Ling 3.0 Flash VL API free?
- Ling 3.0 Flash VL does not currently have a free API tier on LMSpeed. All 3 providers charge per token.