WaveSpeedAI
WaveSpeedAI is an AI multimodal generation platform that aggregates 1,000+ image, video, audio, 3D, avatar, and LLM models behind a single API and billing layer, serving developers and creators with proprietary inference optimization.
- Company typePrivate
- Founded2024
- HeadquartersSingapore, Singapore
- Headcount11–50
- GTM typeB2B and B2C
- OfferingSoftware
What WaveSpeedAI does
WaveSpeedAI operates an AI media generation platform that aggregates and orchestrates more than 1,000 third-party and proprietary models across image, video, audio, 3D, avatar, and LLM modalities behind a single REST API, web interface, desktop application, CLI, and Python/JavaScript SDKs. The company claims a proprietary inference optimization framework running on optimized GPU clusters delivers up to 6x faster inference at one-third the compute cost of traditional solutions, with no cold starts, automatic retries, multi-region failover, and a 99.9%+ uptime SLA. The platform is SOC 2 Type II compliant and supports private VPC deployment for enterprise buyers.
The company monetizes through transparent per-call usage-based pricing with no subscriptions or minimums at the standard tier, supplemented by enterprise contracts offering custom RPM limits, higher concurrency, dedicated capacity, and dedicated support. Distribution is product-led and API-first: a self-serve web platform with $1 free signup credits funnels developers and creators into the API, while enterprise sales handle larger deployments. Named customers include Novita AI, Freepik, SocialBook, Draw Things, and Imperial Vision. Founded in 2024 and headquartered in Singapore, WaveSpeedAI secured multi-million dollar undisclosed funding in April 2025 and has since expanded into a desktop workspace (February 2026) and a unified LLM API covering 260+ language models (May 2026).
WaveSpeedAI firmographics
Firmographics- Name
- WaveSpeedAI
- Website
- https://wavespeed.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- WaveSpeedAI is an AI multimodal generation platform that aggregates 1,000+ image, video, audio, 3D, avatar, and LLM models behind a single API and billing layer, serving developers and creators with proprietary inference optimization.
- Ownership category
- akta.pro rank
WaveSpeedAI industry classification
Industry- Product category
- Generative AI Inference Platform
- NAICS
- Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industry
- AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers) (HDAAAAAG)
Keywords
Where WaveSpeedAI is headquartered
LocationHeadquarters
- HQ city
- Singapore
- HQ country
- Singapore
- HQ region
- Asia
Markets served
WaveSpeedAI business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Infrastructure, Personnel, Marketing or Sales, Operations
Revenue model
- API Usage-Based Billing: Pay-per-generation model with per-call pricing for each model. No subscriptions, no minimums. Each model has its own price listed on the model page. Billed per successful generation with no platform fees on top.
- Enterprise Plans: Enterprise plans offering custom RPM, higher concurrency, and dedicated capacity. Includes private VPC deployment options and dedicated support.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free Tier - $1 signup credit |
| Usage-based | Pay-as-you-go | Usage-based per-call pricing |
| Subscription | Multi-year contract | Enterprise - Custom pricing |
Go-to-market motion2 records
Distribution channels4 records
Marketing channels4 records
WaveSpeedAI product offering
Product offeringCore offering
WaveSpeedAI operates an AI media generation platform that provides unified API access to 1000+ AI models spanning image, video, audio, 3D, avatar, and LLM modalities through optimized GPU clusters. The platform exposes a REST API with Python/JavaScript SDKs, a CLI tool, a web interface, and a desktop application, billed primarily on a per-call, pay-as-you-go basis with enterprise subscription tiers for high-volume customers.
Product overview
WaveSpeedAI is an ultimate AI media generation platform offering unified API access to 1000+ models across image, video, audio, 3D, avatar, and LLM generation. The platform consists of a core API product with REST endpoints and SDKs (Python, JavaScript, CLI) accessible via wavespeed.ai/docs, complemented by consumer-facing web tools including Image Generator and Video Generator interfaces. Enterprise tiers add dedicated capacity and custom RPM limits. The platform integrates with N8N workflow automation and ComfyUI for expanded workflows. Recent additions include WaveSpeedAI Desktop (professional desktop workspace for non-technical users) and the expanded Unified LLM API (260+ language models). Pricing is per-call with no subscriptions, and image models typically complete in under 2 seconds.
Differentiator
Problem solved
Functional benefit
Products and services
- WaveSpeedAI Platform Unified AI media generation platform offering REST API, CLI, Python/JavaScript SDKs, and web interface providing access to 1000+ AI models across image, video, audio, 3D, avatar, and LLM modalities under a single API key and billing account.
- WaveSpeedAI Desktop Professional desktop workspace for creators and power users with multi-model comparison, high-volume batching, templates, and asset management for AI generation workflows. No code required.
- Unified LLM API API providing access to 260+ language models including GPT, Claude, Gemini, Grok, DeepSeek, Llama, Qwen, and Mistral under a single API key and billing account, integrated with image, video, and audio generation models.
- WaveSpeedAI CLI Command-line interface tool for developers to interact with the WaveSpeedAI API for automated workflows, batch processing, and integration with scripting environments.
- Image Generator Web-based interface for text-to-image and image-to-image generation using multiple models including GPT Image 2, Seedance 2.0, Nano Banana 2, Flux, and Ideogram.
- Video Generator Web-based interface for text-to-video, image-to-video, and video editing generation using models including Seedance 2.0, Wan 2.7, Kling, Hailuo, and Runway Gen-4.
- Studio Professional creative workspace within the web platform for advanced AI media generation, workflow management, and asset organization.
Quantifiable outcome
- Up to 67% cost reduction on video generation tasks
- +4 more outcomes
Companies that use WaveSpeedAI
Customer profileNamed customers5 records
Segments4 records
Ideal customer profiles3 records
WaveSpeedAI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability18 records
Feature6 records
WaveSpeedAI partnerships and signals
Strategic signalPartnerships
14 partnerships are on record, tiered core and major.
- MiniMaxcoreWaveSpeedAI integrates MiniMax's Hailuo-02 video model and Speech-02 voice model. MiniMax's platform manager Yan Li stated: 'MiniMax's Hailuo-02 video model and Speech-02 voice model represent the cutting edge of multimodal AI. We deeply value our collaboration, as it enables more users to experience MiniMax's speech and video large models.'
- OpenAIcoreWaveSpeedAI integrates OpenAI's GPT Image models, including gpt-image-2 and gpt-image-1 variants, providing access to OpenAI's image generation capabilities through the unified API platform.
- GooglecoreWaveSpeedAI integrates Google's Gemini image models (nano-banana-pro, nano-banana-2), Veo video models, and Gemini 2.5 text-to-speech models, providing access to Google's multimodal AI capabilities.
- ByteDancecoreWaveSpeedAI integrates ByteDance's Seedance 2.0 video models (including video-edit, image-to-video, text-to-video variants), offering access to ByteDance's multimodal video generation capabilities.
- ElevenLabsmajorWaveSpeedAI integrates ElevenLabs' voice models including turbo-v2, multilingual-v2, eleven-v3, and voice changer capabilities, providing access to ElevenLabs' text-to-speech and voice conversion technologies.
- RunwaymajorWaveSpeedAI integrates Runway's gen4-aleph, gen4-turbo, gen4-image-turbo, and upscale-v1 models, providing access to Runway's video generation capabilities.
- AlibabamajorWaveSpeedAI integrates Alibaba's Wan video models (wan-2.5, wan-2.6, wan-2.7, wan-2.2) and Qwen models for image and TTS generation.
- Stability AImajorWaveSpeedAI integrates Stability AI models for image generation and editing, providing access to Stability's stable diffusion-based capabilities.
- Luma AImajorWaveSpeedAI integrates Luma AI's Ray 3.2 video models for image-to-video and text-to-video generation, providing access to Luma's video generation capabilities.
- IdeogrammajorWaveSpeedAI integrates Ideogram's image generation models (ideogram-v3, ideogram-v4) for text-to-image and image editing capabilities.
- Skywork AImajorWaveSpeedAI integrates Skywork AI's SkyReels video models (v3, v4) for reference-to-video, image-to-video, and text-to-video generation.
- Mureka AImajorWaveSpeedAI integrates Mureka AI's music generation models for stem-song, generate-song, and generate-bgm capabilities.
- VidumajorWaveSpeedAI integrates Vidu's Q3 video models for image-to-video and text-to-video generation capabilities.
- Bria AImajorWaveSpeedAI integrates Bria AI's image editing models including fibo-edit/genfill, fibo/video-upscaler, fibo/video-background-remover, and colorize/restore capabilities.
Scale indicators8 records
Recent moves5 records
Expansion highlights6 records
WaveSpeedAI competitors and assessment
Company assessmentDirect peers
- Replicate: Replicate runs a cloud API for thousands of open-source AI models with pay-per-use pricing, serving developers building AI products. Competes directly with WaveSpeedAI on model aggregation, pricing transparency, and developer experience.
- FAL.ai: FAL.ai is the most direct competitor - an AI inference platform providing unified API access to image, video, and audio generation models. Customer SocialBook explicitly cited switching from FAL to WaveSpeedAI due to performance differences, confirming direct head-to-head competition.
- Modal Labs: Modal Labs provides serverless infrastructure for AI and data workloads with optimized inference, targeting developers building AI applications. Competes in the same developer-focused inference platform category as WaveSpeedAI.
- Fireworks AI: Fireworks AI provides fast inference for open-source and custom generative AI models with enterprise-grade APIs. Directly competes with WaveSpeedAI on optimized inference speed, cost, and multi-model support.
- Together AI: Together AI provides cloud infrastructure for running open and custom AI models with optimized inference, targeting developers and enterprises. Overlaps with WaveSpeedAI's optimized GPU cluster approach and developer API offering.
- OctoAI (NVIDIA): OctoAI provides optimized AI inference infrastructure for generative models and was acquired by NVIDIA. Competes with WaveSpeedAI's optimized GPU approach but now backed by NVIDIA's compute resources and pricing leverage.
Broad incumbents
- Anyscale: Anyscale (creators of Ray) provides production AI compute platform for training, fine-tuning, and serving AI models. Broader enterprise platform with overlap in optimized inference for generative AI workloads.
- Hugging Face: Hugging Face operates the largest hub for AI models with hosted inference via Inference Endpoints and HuggingChat. A broader incumbent offering model hosting, training, and inference at greater scale, overlapping with WaveSpeedAI's aggregation and inference value proposition.
- Stability AI: Stability AI develops Stable Diffusion image models and provides API access, integrated into WaveSpeedAI's platform. Acts as both a partner model provider and a broader incumbent in AI image generation.
- Runway: Runway develops and serves its own frontier video generation models (Gen-4) while also being integrated into WaveSpeedAI. Functions as both a model provider partner and a broader incumbent in AI media generation competing for the same enterprise customers.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
WaveSpeedAI social profiles
Digital presenceWaveSpeedAI compliance and trust
Trust signalCompliance1 record
WaveSpeedAI financial estimates
Financial estimateRevenue estimate
Valuation estimate
WaveSpeedAI leadership team
Management profileNumber of profiles
Profiles1 record
WaveSpeedAI funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
WaveSpeedAI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about WaveSpeedAI
What does WaveSpeedAI do?
WaveSpeedAI operates an AI media generation platform that provides unified API access to 1000+ AI models spanning image, video, audio, 3D, avatar, and LLM modalities through optimized GPU clusters. The platform exposes a REST API with Python/JavaScript SDKs, a CLI tool, a web interface, and a desktop application, billed primarily on a per-call, pay-as-you-go basis with enterprise subscription tiers for high-volume customers.
Is WaveSpeedAI a public or private company?
WaveSpeedAI is a private company. It is classified as venture growth investor backed and is currently operating.
When was WaveSpeedAI founded?
WaveSpeedAI was founded in 2024. It employs 11 to 50 people.
Where is WaveSpeedAI based?
WaveSpeedAI is headquartered in Singapore, Singapore, in the Asia region.
How does WaveSpeedAI make money?
Two revenue lines are on record. API Usage-Based Billing is the primary driver. The others are enterprise Plans.
Who are WaveSpeedAI's main competitors?
Direct peers on record are Replicate, FAL.ai, Modal Labs, Fireworks AI, Together AI and OctoAI (NVIDIA). Broad incumbents are Anyscale, Hugging Face, Stability AI and Runway.
Does WaveSpeedAI have an API?
Yes. WaveSpeedAI offers a REST API that allows developers to integrate AI image, video, audio, and LLM generation into their applications. The API provides access to 1000+ models including GPT, Claude, Gemini, Grok, DeepSeek, Llama, Qwen, Mistral, and various image/video/audio generation models. Key features include: no cold starts, pay-per-use pricing, synchronous and asynchronous modes, webhook support for async processing, and base64 output option. Authentication is via Bearer token (WAVESPEED_API_KEY). Per-call pricing varies by model with no subscriptions or minimums. Enterprise plans offer custom RPM, higher concurrency, and dedicated capacity. Developer documentation is at wavespeed.ai/docs.
What industry is WaveSpeedAI in?
WaveSpeedAI's product category is Generative AI Inference Platform. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAAAAAG, AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers). Its NAICS code is 54151 and its SIC code is 7370.