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AI tools, errors, prices —measured, not recommended

Every conclusion ships with sample size: relay uptime, official model prices, error responsibility. Methods public, raw data downloadable.

Hot：429401529CursorClaude

8,404
models indexed
235
providers
106
relays under test
110
error articles
2026-11-04
Dual-source cross-validated · probed every 15 minutes

Start where you are

Error Encyclopedia

429 / 401 / 529 error codes: ranked causes, fixes, responsibility call

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Relay Tests

Uptime, latency, risk signals, 7-day success rate

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Compare

Compare 2–4 models on price, context, intelligence score

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AI Tools

Categorized, priced, with alternatives

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中转站检测

中转站在线检测 10 秒

可达性 · 模型真假初判 · 响应延迟，一次请求出结果。

降智检测 参考页

档位偷调 / 系统提示注入 / 参数改写的识别方法与自查口径。

今日要闻

快讯专栏 →

Two boards

Cheapest models

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  1. 1Ambient Small（Ambient）$0.001
  2. 2qwen3.8-27b-4q（Ambient）$0.001
  3. 3GLM-5.2（OpenRouter）$0.006
  4. 4GPT OSS 20B (Greenference)（Eden AI）$0.009
  5. 5Google Gemma 2（Helicone）$0.01
  6. 6Llama 3.2 1B Instruct（Inference）$0.01
  7. 7nemotron-3-super（Ollama Cloud）$0.015
  8. 8Granite 4.0 H Micro（Cloudflare Workers AI）$0.017

Largest context

View all →
  1. 1Qwen Long（Alibaba (China)）10000K
  2. 2Llama 4 Scout 17B Instruct（Amazon Bedrock）10000K
  3. 3Llama 4 Scout 17B Instruct (US)（Amazon Bedrock）10000K
  4. 4Liquid Auto（Liquid Inference）10000K
  5. 5DeepSeek V4.1 Flash Marathon（Subconscious）5000K
  6. 6GLM-5.3 Marathon（Subconscious）5000K
  7. 7Gemini 2.0 Pro 0205（NanoGPT）2097K
  8. 8Gemini 2.0 Pro 1206（NanoGPT）2097K

Dual-source cross-validated · probed every 15 minutes · models.json

GPT IQ Index Snapshot

  1. 107.61
    GPT-5.6 Luna max
    $0.49 / 40分钟
  2. 107.62
    GPT-5.6 Terra max
    $3.75 / 31分钟
  3. 104.93
    GPT-5.5 xhigh
    $5.71 / 23分钟
  4. 99.54
    GPT-5.6 Sol xhigh
    $5.13 / 25分钟
  5. 98.25
    GPT-5.6 Sol high
    $4.17 / 20分钟

Scores from public benchmark runs (tasks passed / time / cost on the tool page)（2026-09-13）· Open the GPT IQ tool

Released this week

Crouton AlphaKilo Gateway · 2026-11-03Crouton Alpha FreeOpenCode · 2026-11-03Z.ai: GLM 5.3 FlashX LegalKilo Gateway · 2026-11-02OrcaCyber MiniMax M3.1 Flash UncensoredNanoGPT · 2026-11-02OrcaCyber Qwen3.8 Flash Next UncensoredNanoGPT · 2026-11-02

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