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GLM-5.3 Flash is a lower-cost candidate: 29 arena points lower in the benchmark reference record, with 97.9% lower input cost · 98.6% lower output cost.
AI infrastructure, with perspective
Access leading AI models through one API.
Model capabilities and scoped pricing.
Make the choice that fits your workload.
Choose your workload · Your API key · Run your model
ONE INTEGRATION.
LEADING MODEL FAMILIES.
Start with your workload
Eight workloads. Check each capability.
Start with the task, then choose the model.
Models for conversational applications, reasoning, writing, translation and summarization.
Customer support · AI assistants · Translation · Summarization
Models for code generation, debugging, review and software development workflows.
Code generation · Code review · Refactoring · Developer assistants
Models that turn images and visual context into useful text and structured understanding.
Image understanding · Visual search · Quality review · Chart interpretation
Models for extracting, summarizing and reasoning over document content.
Document extraction · Report summaries · Contract review · Knowledge workflows
Models for creating images from a text description and creative direction.
Product visuals · Campaign assets · Concept art · Creative variants
Models for revising existing images with clear creative instructions.
Product edits · Background changes · Visual revisions · Asset adaptation
Models for turning written concepts into short video assets.
Motion concepts · Campaign clips · Storyboards · Creative testing
Models for adding motion to existing images and visual concepts.
Product animation · Motion variants · Visual storytelling · Social clips
Compare your options
Compare recorded scores and scoped costs.
Review the evidence before choosing.
Compare the recorded score and API price.
Text and reasoning through the text API.
Consider the trade-off between cost and the recorded score.
Lower token rates for text applications.
Prices apply to the stated model settings. Token input rates cover uncached input; output tokens are priced separately. Cache usage and image or video settings can change the charge.
See Text ModelsCompare the recorded score and API price.
Send code and instructions through the text API.
Consider the trade-off between cost and the recorded score.
Lower token rates for text-based coding requests.
Prices apply to the stated model settings. Token input rates cover uncached input; output tokens are priced separately. Cache usage and image or video settings can change the charge.
See Coding ModelsCompare the recorded score and API price.
For native PDF input, contact Roten to confirm the request format. The examples here send document text.
Consider the trade-off between cost and the recorded score.
Document summaries and reasoning using extracted text.
Prices apply to the stated model settings. Token input rates cover uncached input; output tokens are priced separately. Cache usage and image or video settings can change the charge.
See Documents ModelsStart with your workload
Choose a workload, get your API key,
then replace the key in the model test and run.
Compare models for the task you want to build.
Get API access to receive your own Roten key.
Use your own API key in the model test. The remaining request settings are ready to use.
Performance and cost, compared together. Make the tradeoff with the evidence in front of you.
Access supported model families with your Roten API key.
Usage-based economics for companies with meaningful AI consumption.
Contracts, invoicing and commercial support for your business.
Built for production
Talk to us about volume pricing, model selection and migration.