Code Arena records 35,827,928 monthly visits with +19.4% month-over-month growth and Free pricing. Modal records 1,196,021 monthly visits with +30.2% growth and Freemium, Contact for Pricing pricing.
Battle-test AI coding models side by side
Serverless cloud infrastructure for AI and data workloads
| Dimension / Metric | | |
|---|---|---|
| Official Domain | arena.ai | modal.com |
| Pricing Model | Free | Freemium, Contact for Pricing |
| Monthly Visits | 35.83M (35,827,928) | 1.2M (1,196,021) |
| MoM Traffic Delta |
| +5.83M (+19.4%) |
| +277.18K (+30.2%) |
| Primary Market & Share | 🇮🇳 India (13.1%) | 🇺🇸 United States (43.9%) |
|---|
| Direct Visits / mo | 24.34M | 845.64K |
|---|
| User Rating | 4.7 | 4.8 |
|---|
| Supported Platforms | Website | Website |
|---|
Battle-test AI coding models side by side
Send the same coding prompt to multiple leading models and compare their generated apps and logic side by side.
Watch models construct web apps and websites live, so you can see process and output, not just the final file.
Projects go beyond one-off snippets, testing how well a model structures components, routes, and styles together.
Track which coding models accumulate the most wins over time to identify consistently strong performers.
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.
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.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
#3Rent 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.
Crowdsourced arena where AI models compete and humans crown the best design output
Easier model packaging via Cog, but offers less arbitrary serverless Python container execution than Modal.
Agent Skills that give your coding agent real design taste
Free / Open-sourceSearch and study millions of public SKILL.md agent skills
SpecialistLow-cost serverless inference APIs for 200+ open models
Free AI hackathons and a global community for AI builders
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
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.
SpecialistFocuses heavily on managed open-source model inference APIs rather than arbitrary custom container execution.
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.
Crowdsourced arena where AI models compete and humans crown the best design output
Easier model packaging via Cog, but offers less arbitrary serverless Python container execution than Modal.
Agent Skills that give your coding agent real design taste
Free / Open-sourceSearch and study millions of public SKILL.md agent skills
Free AI hackathons and a global community for AI builders
Provides integrated development studios and training workflows, but with less granular serverless function orchestration.
