Caveman records 171,826 monthly visits with -15.5% month-over-month growth and Freemium, Contact for Pricing pricing. N71 (tlc.ai) records 0 monthly visits with 0% growth and Paid, Contact for Pricing pricing.
Cut AI agent token costs with recoverable context compression and smart model routing
More output from every model token — up to 30%+ lower LLM costs
| Dimension / Metric | | |
|---|---|---|
| Official Domain | caveman.so | n71.ai |
| Pricing Model | Freemium, Contact for Pricing | Paid, Contact for Pricing |
| Monthly Visits | 171.83K (171,826) | 0 (0) |
| MoM Traffic Delta | -31.63K (-15.5%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (30%) | 🌐 Global (—) |
| Direct Visits / mo | 64.23K | 0 |
| User Rating | 4.7 | 4.1 |
| Supported Platforms | Website | Website |
Cut AI agent token costs with recoverable context compression and smart model routing
More output from every model token — up to 30%+ lower LLM costs
Fits behind the model API your application already uses, so you keep your existing model client, prompts and conversation flow with no rewrite.
Works across the LLM providers you already call instead of locking you into a single vendor or model family.
The company reports 30%+ lower model costs and provides documentation and a benchmark methodology so you can verify results with your own requests.
Published benchmarks explain how savings are calculated, including model calls, processing, checks and retries on both sides of the comparison.
Free / Open-sourceRuns parallel CLI coding agents in isolated worktrees, lacking dedicated context compression and cost routing tools.
Free / Open-sourceRuns parallel CLI coding agents in isolated worktrees, lacking dedicated context compression and cost routing tools.
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Free / Open-sourceOne key for 4,100+ agent tools, pay per call
SpecialistProvides an enterprise context engine for coding agents, but lacks open-source token compression and custom model routing.
SpecialistProvides an enterprise context engine for coding agents, but lacks open-source token compression and custom model routing.
Free / Open-sourceFast Apply and agent-tuned inference for coding agents
Free / Open-sourceFast Apply and agent-tuned inference for coding agents
One OpenAI-compatible key for discounted GPT, Claude and Gemini access
Free / Open-sourceAI gateway, observability and guardrails for production LLM apps
Free / Open-sourceAI gateway, observability and guardrails for production LLM apps
Free / Open-sourceNo-code AI agents grounded in your company's knowledge
Free / Open-sourceNo-code AI agents grounded in your company's knowledge
Free / Open-sourceProvides an open-source Python framework for building model-agnostic agents without built-in context compression.
Free / Open-sourceOpen-source AI memory that reasons, not just stores
Builds permission-aware context graphs and routes tasks to models, though targeted specifically at enterprise agent workflows.
Builds permission-aware context graphs and routes tasks to models, though targeted specifically at enterprise agent workflows.
SpecialistOffers an enterprise LLM gateway and monitoring tools, but focuses less on local context compression and agent routing.
SpecialistOffers an enterprise LLM gateway and monitoring tools, but focuses less on local context compression and agent routing.
