UltiHash VS Caveman
Compare UltiHash VS Caveman, what is the difference between UltiHash and Caveman?
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Summarize
UltiHash summarize
UltiHash reduces storage needs by up to 60% without compromising speed. Build a modern data lakehouse - its S3-compatible API allows seamless cloud or on-prem deployment via Kubernetes, ensuring scalability and speed.
UltiHash 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
UltiHash details
| Categories | AI Developer Tools, Large Language Models (LLMs), AI For Data Analytics, AI Models |
| UltiHash Website | https://www.ultihash.io?utm_source=toolify |
| Added Time | February 17 2025 |
| UltiHash 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 UltiHash?
UltiHash can be used by deploying it in the cloud or on-premises via Kubernetes. It integrates with existing stacks using its S3-compatible API. Users can choose between a serverless option for simplicity or a self-hosted option for more control. A 7-day free trial is available for the self-hosted version. Users can also test deduplication using a one-line command in the terminal.
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 UltiHash and Caveman
Core features of UltiHash
- S3-compatible API
- Built-in deduplication
- Serverless and self-hosted deployment options
- Kubernetes-native infrastructure
- Policy-based access controls
- Data resiliency with erasure coding
- High-throughput architecture
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 UltiHash
- Generative AI: Managing unstructured data for text, images, audio, and video.
- Model Training: Powering high-speed access to massive datasets and model outputs.
- Lakehouse Analytics: Managing structured and unstructured data at scale in one unified data layer.
- Computer vision in manufacturing: Automated defect detection.
- Self-driving vehicles: Handling storage demands of video, LiDAR, and radar data.
- Speech-to-text in global communication: Storing and scaling audio data.
- Intelligent network management in telecoms: Scalable storage for logs and sensor data.
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 UltiHash and Caveman
UltiHash
Free
Start using UltiHash in your dev environment. Up to 10 TB storage, Community support, Built-in deduplication, S3-compatible API, Cloud and on-premises.
from $7.20 per TB per month (when paid annually)
Deploy UltiHash in production environments. Up to 1 PB storage, Custom support + SLA, Built-in deduplication, S3-compatible API, Cloud and on-premises.
Contact for Pricing
Deploy UltiHash in large-scale architectures. 1 PB + storage, Erasure coding, Custom support + SLA, Built-in deduplication, S3-compatible API, Cloud and on-premises.
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.
UltiHash's traffic
UltiHash is the one with 397 monthly visits and 00:00:42 Avg.visit duration. UltiHash has a Page per visit of 1.45 and a bounce rate of 35.56%.
Visit Over Time
| Monthly Visits | 397 |
| Avg·visit Duration | 00:00:42 |
| Page per Visit | 1.45 |
| Bounce Rate | 35.56% |
Caveman's traffic
Caveman is the one with 151.5K monthly visits and 00:00:42 Avg.visit duration. Caveman has a Page per visit of 1.52 and a bounce rate of 50.08%.
Visit Over Time
| Monthly Visits | 151.5K |
| Avg·visit Duration | 00:00:42 |
| Page per Visit | 1.52 |
| Bounce Rate | 50.08% |
Geography
The top 1 countries/regions for UltiHash are:Uzbekistan 100.00%
Top 1 Countries/regions
 | 100.00% |
Geography
The top 5 countries/regions for Caveman are:United States 15.98%, India 12.51%, Brazil 8.51%, Indonesia 7.01%, Germany 3.87%
Top 5 Countries/regions
 | 15.98% |
 | 12.51% |
 | 8.51% |
 | 7.01% |
 | 3.87% |
Traffic Sources
The 6 main sources of traffic to UltiHash are:Direct 41.49%, vs_sourcesSearchOrganic 31.29%, Referrals 10.21%, vs_sourcesSocialOrganic 5.46%, vs_sourcesDisplayAds 3.06%, Mail 2.64%, vs_sourcesGenAi 1.80%, vs_sourcesAffiliate 1.76%, vs_sourcesSearchPaid 1.68%, vs_sourcesSocialPaid 0.61%
Direct | 41.49% |
vs_sourcesSearchOrganic | 31.29% |
Referrals | 10.21% |
vs_sourcesSocialOrganic | 5.46% |
vs_sourcesDisplayAds | 3.06% |
Mail | 2.64% |
vs_sourcesGenAi | 1.80% |
vs_sourcesAffiliate | 1.76% |
vs_sourcesSearchPaid | 1.68% |
vs_sourcesSocialPaid | 0.61% |
Traffic Sources
The 6 main sources of traffic to Caveman are:Direct 49.64%, vs_sourcesSearchOrganic 40.90%, Referrals 6.81%, vs_sourcesSocialOrganic 1.89%, vs_sourcesGenAi 0.62%, Mail 0.14%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
Direct | 49.64% |
vs_sourcesSearchOrganic | 40.90% |
Referrals | 6.81% |
vs_sourcesSocialOrganic | 1.89% |
vs_sourcesGenAi | 0.62% |
Mail | 0.14% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Which is better: UltiHash or Caveman?
Caveman might be a bit more popular than UltiHash.As you can see, UltiHash has 397 monthly visits, while Caveman has 151.5K monthly visits. So more people choose Caveman. So the odds are that people will recommend Caveman more on social platforms.
UltiHash has an Avg.visit duration of 00:00:42, while Caveman has an Avg.visit duration of 00:00:42. Also, UltiHash has a page per visit of 1.45 and a Bounce Rate of 35.56%. Caveman has a page per visit of 1.52 and a Bounce Rate of 50.08%.
The main users of UltiHash are Uzbekistan, with the following distribution: 100.00%.
The main users of Caveman are United States, India, Brazil, Indonesia, Germany, with the following distribution: 15.98%, 12.51%, 8.51%, 7.01%, 3.87%.
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