Delivers powerful timeline editing and AI tools, but lacks dedicated remote podcast recording and local track separation.
Delivers powerful timeline editing and AI tools, but lacks dedicated remote podcast recording and local track separation.
Modal records 1,196,021 monthly visits with +30.2% month-over-month growth and Freemium, Contact for Pricing pricing. Riverside records 4,069,413 monthly visits with +4.5% growth and Freemium pricing.
Serverless cloud infrastructure for AI and data workloads
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | modal.com | riverside.com |
| Pricing Model | Freemium, Contact for Pricing | Freemium |
| Monthly Visits | 1.2M (1,196,021) | 4.07M (4,069,413) |
| MoM Traffic Delta | +277.18K (+30.2%) | +176.99K (+4.5%) |
| Primary Market & Share | 🇺🇸 United States (43.9%) | 🇺🇸 United States (58.3%) |
| Direct Visits / mo | 845.64K | 2.75M |
| User Rating | 4.8 | 4.6 |
| Supported Platforms | Website | Website |
Serverless cloud infrastructure for AI and data workloads
Write plain Python, attach GPUs or containers, and deploy HTTPS endpoints that autoscale with traffic and scale to zero when idle.
Launch isolated, secure environments for coding agents, RL rollouts, and untrusted code, with sub-second starts and support for over a million concurrent sandboxes.
Run fine-tunes, LoRA, full training, and reinforcement learning on elastic single or multi-node GPU capacity with no quota requests.
Serve LLMs and image, video, or audio models through OpenAI-compatible endpoints, or bring your own inference stack and let Modal handle the infrastructure.

Studio-quality podcast and video recording, editing, and publishing in your browser
Every participant records locally on their own device, capturing up to 4K video and 48kHz uncompressed audio in separate tracks that stay sharp regardless of connection quality.
Edit video by editing the transcript — search, cut, copy, and paste words and the footage updates. AI then removes filler words and silences or fixes eye contact in one click.
Turn a finished session into promotional assets: short clips optimized for each platform, thumbnails, headlines, show notes, transcripts, and translations or dubs in over 30 languages.
Broadcast in full HD 1080p to unlimited destinations simultaneously, or host webinars with registration, branded emails, Q&A, live call-ins, polls, and HubSpot lead capture.
Delivers powerful timeline editing and AI tools, but lacks dedicated remote podcast recording and local track separation.
Delivers powerful timeline editing and AI tools, but lacks dedicated remote podcast recording and local track separation.
AI-assisted video editing for beginners and professionals alike
AI-assisted video editing for beginners and professionals alike
Provides powerful web-based voice enhancement and recording, but lacks Riverside's multi-track local 4K capture suite.
Provides powerful web-based voice enhancement and recording, but lacks Riverside's multi-track local 4K capture suite.
Provides fast browser-based video editing and auto-subtitles, but lacks Riverside's specialized local 4K multi-track recording.
Provides fast browser-based video editing and auto-subtitles, but lacks Riverside's specialized local 4K multi-track recording.

Offers robust text-based video and audio editing, but lacks Riverside's dedicated high-resolution local recording architecture.
Offers robust text-based video and audio editing, but lacks Riverside's dedicated high-resolution local recording architecture.

SpecialistExtremely fast serverless execution optimized specifically for generative media models rather than general Python code.
SpecialistExtremely fast serverless execution optimized specifically for generative media models rather than general Python code.
Provides flexible GPU infrastructure and serverless endpoints, though less focused on pure Python function decorators.
Provides flexible GPU infrastructure and serverless endpoints, though less focused on pure Python function decorators.

SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.

SpecialistStreamlines turning long podcasts into short clips, but does not provide live multi-guest recording studios.
SpecialistStreamlines turning long podcasts into short clips, but does not provide live multi-guest recording studios.
Rent cloud GPUs by the second from a global marketplace
Rent cloud GPUs by the second from a global marketplace
Delivers robust enterprise GPU clusters and managed inference, requiring more infrastructure setup than Modal's serverless approach.
Delivers robust enterprise GPU clusters and managed inference, requiring more infrastructure setup than Modal's serverless approach.

SpecialistAI audio and video podcast editor that cleans up recordings in minutes
SpecialistAI audio and video podcast editor that cleans up recordings in minutes