Autonomous Driving & Robotics

AI Tools for Simulation Data Construction

Turn real-world data bottlenecks into your competitive advantage. Reconstruct, augment, and synthesize infinite physical-world scenarios at scale.

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Starts at $6/mo

Build more, spend less — one plan, every modality. Exclusive access to Qwen3.8-Max.

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Wan 3.0

Limited Offer: 30% Off Discount

Any input, complete stories — up to 30 seconds of video in a single generation.

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Qwen3.8 - Max

Qwen3.8-Max is Here

The latest and most versatile agent foundation.

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Industry Use Cases

How Alibaba Cloud Qwen Models and AI Agents Benefit Simulation Data Construction

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Autonomous Driving
video_settings

Turn Real Driving Footage into Limitless Corner Cases

The rarest edge cases determine safety, but capturing them on the road takes forever. Instead of building scenes from scratch, edit your existing footage—transform clear days to heavy rain, swap lanes, or insert sudden hazards. Keep the physically accurate real-world skeleton while generating infinite training variations.

Models
Wan3.0videocamFREE · 30 sec / 90 daysTry Nowarrow_forwardVideo-to-video conditional generation — edit real footage with prompts plus scene conditions (depth / segmentation / HDMap / trajectories) to produce weather, lighting, and corner-case variants from a single drive.
Real driving footage edited into corner-case variants
Autonomous Driving
visibility

See, Understand, and Label Every Clip Your Fleet Sends Back

Fleets send back massive video daily, yet finding what matters — valuable clips, key events, weather, lighting, lane changes — still relies on manual review. Automate your pipeline's entry point: video understanding identifies and tags valuable segments, and quality-checks downstream generated data for physical plausibility.

Models
Qwen-VLtext_fieldsFREE · 1M tokens / 90 daysTry Nowarrow_forwardAuto-discovers valuable clips and labels lane changes, weather, lighting, and abnormal events — while acting as a physical-plausibility critic for generated data.
Fleet video streams auto-labeled with weather, lane, and event tags
Robotics
smart_toy

Learn Manipulation Skills from Generated Experience

Stop collecting expensive real-robot trajectories one by one. Fine-tune a video generation model into a world-action model that imagines future frames and outputs executable action sequences. Powered by the Wan backbone, it delivers real-time, physics-consistent manipulation data on a lab budget.

Models
Wan3.0videocamFREE · 30 sec / 90 daysTry Nowarrow_forwardAs the training backbone, Wan's weights bring physical common sense and temporal consistency — fine-tuned into a world-action model that turns generated experience into training data.
Robotic arm learning from model-generated manipulation experience
Robotics
leaderboard

Rank Policies Without Touching Real Robots

Every policy update means booking robot time, setting up the scene, testing, and starting over — the slowest loop in robotics R&D isn't training, it's evaluation. Use a Wan-based world model as a virtual proving ground: feed it a real robot's starting view, run candidate policies closed-loop in generated footage, and rank them in minutes. Real-robot time is reserved for the finalists — you need trustworthy rankings, not absolute physical correctness.

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Candidate robot policies ranked in a generated virtual proving ground

Get Started With Token Plan

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Standard Seat

Perfect for casual AI exploration

$20 $30 / seat / month local_offer33% Off
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Pro Seat

Best value for high-volume AI workflows

$75 $100 / seat / month local_offer25% Off
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Max Seat

Built for maximum AI performance

$200 / seat / month
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Which Plan Is Right For You?

Compare Individual vs Team Plans to find the best fit.

Personal (Lite/Standard/Pro) Team (Standard/Pro/Max Seat)
PricingPrepay more to unlock bigger savingsFixed credits per seat
Starting atUS$6/moUS$20/seat/mo
Shared quota pack—Available
Text and LLMsIncludedIncluded
Image generationIncludedIncluded
Video generationIncludedIncluded
SpeechIncludedIncluded
BillingFixed — same every monthFixed — same every month
Enterprise features—✓ Enterprise-grade data security.
✓ Enterprise management capabilities.
✓ Unified support for managing agents and usage.
✓ No model training of your content.
Best forIndividual users looking for good value for their AI creationsTeam rollouts, budgeted projects

Supported Models

All models available in the Token Plan

chatText Generation & LLMs
Qwen3.7-Max
Qwen3.7-Plus
Qwen3.6-Flash
imageImage Generation
Wan2.7-Image
Wan2.7-Image-Pro
movieVideo Generation
HappyHorse1.1-I2V
HappyHorse1.1-T2V
HappyHorse1.1-R2V
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HOW TO APPLY THE DISCOUNT COUPON

1 Sign up for an account 2 Claim your $2 coupon 3 Buy Token Plan

Select the Right Models for Your Business

Compare capabilities, free quotas, and pricing for the models powering your simulation data pipeline.

Wan3.0-Video

All-in-one video generation with reference, editing, replication and driving

text_fieldsimagevideocamgraphic_eqarrow_forwardvideocam
RPM300
Concurrency5 concurrent
Free Quota30 sec / 90 days
$0.05–0.2 / second
Start For Free

Qwen-VL

Vision-language understanding with world-leading visual agent capabilities

text_fieldsimagevideocamarrow_forwardtext_fields
RPM1,200
Concurrency—
Free Quota1M tokens / 90 days
$0.2–4.8 / M tokens
Start For Free
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