Modal VS Caveman
Compare Modal VS Caveman, what is the difference between Modal and Caveman?
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Summarize
Modal summarize
Modal Landing Page
Caveman summarize
One command wraps Claude Code, Codex, Hermes, and more with a local proxy that compresses logs, tool output, and files before every provider call. In a pinned 54-run benchmark: 33.2% fewer input tokens with 18/18 correctness checks. Caveman can also run any existing agent skill with ~70% fewer tokens by loading text as images. Built on an open-source ecosystem with 97K+ GitHub stars.
Caveman Landing Page
Compare Details
Modal details
| Categories | AI Developer Tools, AI API, Large Language Models (LLMs), AI Models, AI Transcription, AI OCR, AI Chatbot, AI Image Generator, AI Music Generator, AI Video Generator |
| Modal Website | https://modal.com?utm_source=toolify |
| Added Time | December 25 2023 |
| Modal Pricing | -- |
Caveman details
| Categories | AI Developer Tools, AI Agent, AI Monitor, AI Productivity Tools |
| Caveman Website | https://caveman.so?utm_source=toolify |
| Added Time | August 17 2026 |
| Caveman Pricing | -- |
Comparison of usage
How to use Modal?
Users can add one line of code to run any function in the cloud. The platform automatically scales resources based on demand, allowing users to focus on code rather than infrastructure management. It supports deploying custom AI models, fine-tuning, batch processing, and more.
How to use Caveman?
Install the free Claude Code skill with the provided shell command, or install Caveman Code and Cavemem with npm. For local proxy optimization, run an existing agent through the Caveman wrapper, such as `caveman claude`. Users can optionally create a free account for cloud synchronization and dashboard access, or join the waitlist for hosted gateway and team features.
Compare Pros between Modal and Caveman
Core features of Modal
- Serverless compute
- GPU and CPU support
- Automatic scaling
- Flexible environments
- Seamless integrations
- Data storage solutions
- Job scheduling
- Web endpoints
- Built-in debugging
Core features of Caveman
- Recoverable compression for logs, JSON, code, files, tool outputs, and other agent context
- Token usage visibility with inferred, replayed, and provider-verified savings tracking
- Eval-gated caching, model routing, automatic rollback, and byte-safe optimization
Compare Use Cases
Use cases for Modal
- Serve custom AI models at scale
- Generative AI inference
- Fine-tuning and training without managing infrastructure
- Batch processing optimized for high-volume workloads
- Language Models
- Image, Video, 3D Audio Processing
- Sandboxed Code
- Computational Bio
Use cases for Caveman
- Reduce token usage and API costs when developing software with Claude Code, Codex, Cursor, and other AI agents
- Compress large logs, repositories, tool outputs, and structured data before sending them to model providers
- Monitor AI spending by member, key, model, and workflow
- Test cheaper model routing and prompt optimizations without compromising task correctness
- Give production agents local token bills, catalog-price guards, and evaluation-gated context plans
Different Plan between Modal and Caveman
Modal
$0 + compute / month
Includes $30 / month free credits, 3 workspace seats, 100 containers + 10 GPU concurrency, Crons and web endpoints (limited), Real-time metrics and logs, Region selection
$250 + compute / month
Includes $100 / month free credits, Unlimited seats, 1000 containers + 50 GPU concurrency, Unlimited crons and web endpoints, Custom domains, Static IP proxy, Deployment rollbacks
Custom
Volume-based pricing, Unlimited seats, Custom GPU concurrency, Support via private Slack, Personalized integration help, Audit logs, Okta SSO, and HIPAA
Caveman
$0
One-seat local wrap, MIT skill and extension, local inferred savings, optional free account and cloud sync, and token-count telemetry only.
$29 per month
One seat with the local wrap and hosted gateway, synced savings dashboard, 50 million optimized tokens per week, and no gainshare.
$349 per month
10 seats included, additional seats at $29 each, eval-gated rollout, automatic rollback, receipt export, Ed25519 verification, projects, and $0.75 per million tokens beyond the plan.
Custom
Planned platform floor plus gainshare on verified savings, with SSO, RBAC, audit logs, on-premise or BYOC deployment, OEM embedding, and planned provider-invoice reconciliation.
Modal's traffic
Modal is the one with 920.5K monthly visits and 00:05:31 Avg.visit duration. Modal has a Page per visit of 6.60 and a bounce rate of 36.69%.
Visit Over Time
| Monthly Visits | 920.5K |
| Avg·visit Duration | 00:05:31 |
| Page per Visit | 6.60 |
| Bounce Rate | 36.69% |
Caveman's traffic
Caveman is the one with 54.1K monthly visits and 00:01:16 Avg.visit duration. Caveman has a Page per visit of 1.69 and a bounce rate of 58.64%.
Visit Over Time
| Monthly Visits | 54.1K |
| Avg·visit Duration | 00:01:16 |
| Page per Visit | 1.69 |
| Bounce Rate | 58.64% |
Geography
The top 5 countries/regions for Modal are:United States 37.60%, India 8.50%, South Korea 3.90%, China 3.46%, United Kingdom 2.79%
Top 5 Countries/regions
 | 37.60% |
 | 8.50% |
 | 3.90% |
 | 3.46% |
 | 2.79% |
Geography
The top 5 countries/regions for Caveman are:United States 39.00%, India 27.21%, Turkey 6.44%, Brazil 4.69%, South Korea 3.84%
Top 5 Countries/regions
| 39.00% |
| 27.21% |
 | 6.44% |
 | 4.69% |
| 3.84% |
Traffic Sources
The 6 main sources of traffic to Modal are:Direct 70.83%, vs_sourcesSearchOrganic 18.60%, vs_sourcesSocialOrganic 4.64%, Referrals 3.41%, Mail 1.13%, vs_sourcesGenAi 1.11%, vs_sourcesDisplayAds 0.17%, vs_sourcesSearchPaid 0.08%, vs_sourcesSocialPaid 0.02%, vs_sourcesAffiliate 0.00%
Direct | 70.83% |
vs_sourcesSearchOrganic | 18.60% |
vs_sourcesSocialOrganic | 4.64% |
Referrals | 3.41% |
Mail | 1.13% |
vs_sourcesGenAi | 1.11% |
vs_sourcesDisplayAds | 0.17% |
vs_sourcesSearchPaid | 0.08% |
vs_sourcesSocialPaid | 0.02% |
vs_sourcesAffiliate | 0.00% |
Traffic Sources
The 6 main sources of traffic to Caveman are:Direct 82.69%, vs_sourcesSearchOrganic 10.92%, Referrals 5.35%, vs_sourcesSocialOrganic 0.77%, Mail 0.28%, vs_sourcesGenAi 0.00%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
Direct | 82.69% |
vs_sourcesSearchOrganic | 10.92% |
Referrals | 5.35% |
vs_sourcesSocialOrganic | 0.77% |
Mail | 0.28% |
vs_sourcesGenAi | 0.00% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Which is better: Modal or Caveman?
Modal might be a bit more popular than Caveman.As you can see, Modal has 920.5K monthly visits, while Caveman has 54.1K monthly visits. So more people choose Modal. So the odds are that people will recommend Modal more on social platforms.
Modal has an Avg.visit duration of 00:05:31, while Caveman has an Avg.visit duration of 00:01:16. Also, Modal has a page per visit of 6.60 and a Bounce Rate of 36.69%. Caveman has a page per visit of 1.69 and a Bounce Rate of 58.64%.
The main users of Modal are United States, India, South Korea, China, United Kingdom, with the following distribution: 37.60%, 8.50%, 3.90%, 3.46%, 2.79%.
The main users of Caveman are United States, India, Turkey, Brazil, South Korea, with the following distribution: 39.00%, 27.21%, 6.44%, 4.69%, 3.84%.
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