⚡ 0-Cost Architecture Planner · Dynamic Compute Pooling

Free Quota & Agent Compute Calculator

Estimate multi-step Agent loops, Cursor/Cline workloads, and RAG pipelines against official free tiers. Pinpoint 429 bottlenecks and discover multi-vendor capacity pooling.

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Scenario Presets (1-Click Fill)

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Free Tier Quota Pool (Check to Stack)

Select free provider quotas to pool into your combined virtual cluster

🇨🇳 CN Direct
RPM 60
RPD 5,000
Ctx 128k

Full DeepSeek-V3/R1 + permanent 0-cost pool, ultra-low latency

🎯 Core agent workflows & complex logic
🇨🇳 CN Direct
RPM 30
RPD 2,000
Ctx 128k

Alibaba official 2,000 daily free calls, complete Qwen family

🎯 Daily stable backbone & tool calling
🌐 Ultra-Fast
RPM 30
RPD 14,400
Ctx 64k

Proprietary LPU chip 300+ tok/s, generous 14,400 daily requests

🎯 Step 1 intent routing & instant response
🌐 Deep Reasoning
RPM 20
RPD 2,000
Ctx 128k

SN40L chip acceleration, fast Llama 3.3 70B & DeepSeek-R1

🎯 Heavy code review & complex reasoning
🌐 1M Context
RPM 15
RPD 1,500
Ctx 1000k

1M token context, unmatched long document and codebase comprehension

🎯 Full-book RAG synthesis & long document summarization
🌐 Unified Free
RPM 20
RPD 2,000
Ctx 128k

Aggregates dozens of official free models (:free) in one API

🎯 Failover backup routing & model experimentation
🌐 Global Edge
RPM 60
RPD 10,000
Ctx 128k

10,000 Neurons daily free compute, 300+ global edge locations

🎯 Edge preprocessing, lightweight filtering & classification
🌐 NVIDIA Origin
RPM 30
RPD 1,000
Ctx 128k

TensorRT-LLM hardware compilation optimization, premier quality

🎯 High-precision specialized tasks & backup verification
✨ Custom / Extended
RPM 60
RPD 5,000
Tok 10.0 M

Add any vendor keys not in presets (e.g. DeepSeek, Kimi, 01.AI, Mistral) or local LLMs (Ollama/vLLM) into the combined pool.

🛠️ Extended Cloud / Private Proxy / Local Cluster
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Workflow Workload Specification

Fine-tune your Agent workflow requirements

100
5 250 500 1,000
6
1 (1 step) 5 (ReAct) 10 (Complex) 15 (Heavy)
2,500
200 4,000 16,000 32,000
800
50 (Short) 1,000 2,500 4,000 (Long)
4
1 (1 worker) 5 15 25 (Heavy)
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Real-Time Capacity & Health HUD

Live evaluation based on inputs & selected providers

Daily Requests Demand 📨
600
Pool capacity: 24,900 / day
Daily Tokens Throughput ⚡
1.98 M
Pool capacity: ~59.0 M
Peak RPM Demand ⏱️
16 RPM
Combined pool: 155 RPM
Est. Commercial Value Saved 💰
$2.97 / day
Approx. $89.10 / month
Ref: $1.50/M standard commercial rate
💡 Architecture Health Diagnosis
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Optimal Pipeline Allocation Matrix

Recommended role assignment based on hardware strengths & context windows

Step 1

Intent & Fast Thinking

⚡ Groq (LPU 300+ tok/s)

Ultra-low TTFT. Instant 0.2s reasoning saves users from feeling latency during initial planning.

Step 2~4

Core ReAct & Tool Execution

🟣 硅基流动 + 🔴 阿里魔搭

Over 7,000 daily requests with flagship DeepSeek & Qwen models to absorb heavy tool payloads.

Step 5

Long Context & Final Delivery

🟢 Google AI Studio (100万 Token)

Synthesize extensive multi-turn findings into a clean report without trimming chat history.

Fallback

Failover & Edge Preprocessing

🌐 OpenRouter + ☁️ Cloudflare AI

If any primary vendor triggers 429, seamlessly failover without halting mission-critical pipelines.

🛠️ Tool Synergy

Next Step: Multi-Provider Key Round-Robin & Failover

Worried about rate limits interrupting your Agent? Discover our multi-provider failover round-robin proxy scheme (OpenAI SDK / One-API compatible).