WORKLOAD, REPO & TOKEN VOLUME WORKBENCH
Configure Team Token Volume & GitHub Repo Security Scan
LIVE SIDE-BY-SIDE COST, LATENCY & SWE-BENCH MATRIX
65/35 Hybrid Fallback Saves $148/mo (-52%) at 50M TokensClaude 3.7 Sonnet vs. Gemini 2.5 Pro vs. DeepSeek R1 + 1-Click Fallback Router
Claude 3.7 Sonnet70.3% SWE-bench
P50 TTFT: 410ms • $285/mo
Gemini 2.5 Pro68.8% SWE-bench
P50 TTFT: 340ms • $150/mo
DeepSeek R1 (BYOK)65.4% SWE-bench
P50 TTFT: 520ms • $48/mo
+ [litellm_fallback_router.yaml] primary: deepseek-r1 (0.65) | complex_ast: claude-3-7-sonnet (0.35) | fallback_on_429: gemini-2.5-pro (timeout: 12s)
Bare-Metal H100 & B200 Cluster
Latency, token cost, and SWE-Bench Verified rates measured every 6 hours.
Drop-In Repository Guardrails
Compile repository-scoped .cursorrules, CLAUDE.md, and failover rules.
Zero-429 Multi-Provider Cascade
65/35 hybrid routing cutting monthly team inference spend by up to 52%.
412,978+ Combined GitHub Stars Audited (Firecrawl, Browser-Use, OpenHands, Jina Reader)
Autonomous Web-Agent & LLM Markdown Extraction Benchmark
Compare raw HTML token bloat against distilled Markdown pipelines across mendableai/firecrawl, browser-use/browser-use, All-Hands-AI/OpenHands, and jina-ai/reader.
-91.4% DOM Token Bloat9-File .ZIP ($9.99)
Unoptimized Raw HTML LLM Context Spend: $1,125.00/month across 25,000 pages.
| Engine / Repository | GitHub Stars | DOM Token Reduction | Step Latency | Stealth Pass | Net Monthly Savings | Verified Boost |
|---|---|---|---|---|---|---|
mendableai/firecrawl
LLM Markdown Crawler & Extractor
|
191,792 | -91.4% (1,548 tok) | 640 ms | 96.2% | $1,017.00/mo | $4.99 Config → $9.99 .ZIP → |
browser-use/browser-use
Autonomous Playwright DOM Agent
|
118,064 | -86.5% (2,430 tok) | 1420 ms | 94.0% | $920.62/mo | $4.99 Config → $9.99 .ZIP → |
All-Hands-AI/OpenHands
Full-Stack Code + Browser Sandbox Agent
|
90,973 | -84.0% (2,880 tok) | 1890 ms | 89.5% | $865.00/mo | $4.99 Config → $9.99 .ZIP → |
jina-ai/reader
Zero-Config URL-to-Markdown Proxy
|
12,149 | -93.1% (1,242 tok) | 380 ms | 88.0% | $1,039.88/mo | $4.99 Config → $9.99 .ZIP → |
Powered-By Viral Embed Loop (1-Line Docs & Landing Page Widget)
Embed Your Live Verified PulseScore Widget
Drop this 1-line script into your Mintlify, Docusaurus, Next.js, or Astro docs to render a live interactive verification pill linking back to your empirical audit dossier:
<script src="https://exactbaseline.com/api/embed/widget.js" data-repo="mendableai/firecrawl" async></script>