deepseek
Ling 3.0 Flash VL vs DeepSeek V4 Flash 0423
65.5 overall · $0.061 / 1M
// inclusionai
Ling 3.0 Flash VL
inclusionai/ling-3.0-flash-vl
Ling 3.0 Flash VL costs $0.060 per 1M input tokens and $0.180 per 1M output tokens with a 131K-token context window.
A reasoning, tool-calling model from inclusionai, released Sep 10, 2026. LiveBench hasn't published a run for it, so this page carries measured price and specs only — no benchmark numbers.
- Input / 1M
- $0.060
- Output / 1M
- $0.180
- Context
- 131K
- LiveBench overall
- Not evaluated
Specs and pricing
| Input price USD per 1M prompt tokens | $0.060 |
|---|---|
| Output price USD per 1M completion tokens, reasoning included | $0.180 |
| Blended price 3:1 input:output — #31 cheapest of 343 listed models | $0.090 |
| Cached input read Blank means not priced separately — not free | $0.012 |
| Cache write | — |
| Context window | 131,072 tokens |
| Max output | 32,768 tokens |
| Input modalities | text, image, video |
| Tool calling | Yes |
| Extended reasoning | Yes |
| Knowledge cutoff | — |
| Listed | Sep 10, 2026 |
Also listed as inclusionai/ling-3.0-flash-vl:free (Free blended)— the same model at a different price or rate limit.
What Ling 3.0 Flash VL costs to run
Monthly list cost across five workload shapes, using the published cached-input rate where there is one. A floor, not a quote — batch discounts and cache writes aren't included.
| Workload | Per month |
|---|---|
| Support chatbot 1.2K in / 400 out × 200K requests | $25.34/mo |
| RAG assistant 8K in / 600 out × 100K requests | $39.60/mo |
| Coding agent 40K in / 4K out × 20K requests | $35.52/mo |
| Document extraction 20K in / 1.5K out × 50K requests | $71.10/mo |
| Bulk classification 500 in / 20 out × 5M requests | $144.00/mo |
Compare Ling 3.0 Flash VL with
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74.2 overall · $0.190 / 1M
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Ling 3.0 Flash VL vs GPT-6 Luna
72.0 overall · $0.200 / 1M
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Ling 3.0 Flash VL vs DeepSeek V4.1 Flash
81.1 overall · $0.200 / 1M
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Ling 3.0 Flash VL vs GLM 5.3 Flash
71.6 overall · $0.237 / 1M
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Ling 3.0 Flash VL vs DeepSeek V4 Flash Vision Exp
76.8 overall · $0.330 / 1M
Ling 3.0 Flash VL FAQ
How much does Ling 3.0 Flash VL cost?
Ling 3.0 Flash VL lists at $0.060 per 1M input tokens and $0.180 per 1M output tokens, with cached input reads at $0.012 per 1M. A RAG assistant handling 100K requests a month (8K tokens in, 600 out) comes to about $39.60 at list price.
What is the context window of Ling 3.0 Flash VL?
Ling 3.0 Flash VL accepts up to 131,072 tokens of context and can return up to 32,768 output tokens per response.
Does Ling 3.0 Flash VL support tool calling?
Yes — Ling 3.0 Flash VL supports tool (function) calling and exposes extended reasoning. It accepts text, image, video input.
How does Ling 3.0 Flash VL score on benchmarks?
LiveBench has not published a run for Ling 3.0 Flash VL yet. Until it does, compare it on price and specs, or run your own evaluation on your own tasks.
What is the API model ID for Ling 3.0 Flash VL?
On OpenRouter the model ID is "inclusionai/ling-3.0-flash-vl". It was listed on Sep 10, 2026.
More from inclusionai
How these numbers are produced
- Price and specs — provider list data from OpenRouter, refreshed every 15 minutes. “Blended” is a 3:1 input:output mix.
- Scores and ranks — LiveBench release 2026-06-25. Ranks count only models that have a published run; a blank means “not evaluated”, never “bad”.
- Cost per point — the measured dollars LiveBench spent on the run, divided by the score it earned.
Published benchmarks rank models on someone else's tasks. Before committing, see LLM & agent evaluation for building an eval on your own.