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LLM gateway notes for the model layer.

Source-backed RouterPlex research on model pricing, gateway architecture, agent setup, and keeping production AI spend under control.

Latest research

The research feed

Recent field notes.

Model launches move quickly. The useful details are slower: price thresholds, context limits, protocol compatibility, and the operational tradeoffs hidden below the headline.

10

Model releases

5 min read

Gemini 3.8 Flash TTS API: Pricing and Setup

Gemini 3.8 Flash TTS is $0.50 text in and $9 audio out per 1M tokens through 31 Dec 2026. Id gemini-3.8-flash-tts. Not on RouterPlex yet.

18

Model releases

8 min read

Quiver Arrow 2 API: Pricing, Telos and Setup

Quiver Arrow 2 is $4/$20 per 1M tokens; Arrow 2 Telos is $6/$30 with 1.05M context. SVG generate, vectorize, animate. On RouterPlex once listed.

19

Model releases

11 min read

Jev API Pricing: Free for a Limited Time

Four decision models, including Jev, are free for a limited time. List price is $0.042 or $0.045 per 1M input. Output is free.

26

Model releases

4 min read

GLM-5.3 API: Pricing, Flash Rate and Setup

GLM-5.3 API pricing is $1.40 per 1M input and $4.40 per 1M output. GLM-5.3 Flash is $0.15/$0.50 with vision. Z.ai's Flash promo is not billed here.

33

Model releases

5 min read

Grok 4.6 API: Pricing, the 200K Cliff and Setup

Grok 4.6 API pricing is $2 per 1M input and $6 per 1M output tokens, with cached input at $0.50 — up from $0.30 on Grok 4.5. Rates, 500K context and setup.

37

Model releases

6 min read

Claude Opus 5 API: Pricing, Context and Setup

Claude Opus 5 API pricing is $5 per 1M input and $25 per 1M output tokens, the same rate as Opus 4.8. See its 1M context, effort tiers, and setup.

38

Gateway economics

6 min read

Claude Code Pricing: Pro, Max, and API Costs

Claude Code costs $20/month with Pro, $100 or $200 with Max, or pay-as-you-go API rates. Compare plans, limits, and the right billing route.

39

Developer guides

4 min read

Install Claude Code on macOS, Windows, and Linux

Install Claude Code with the current native installer on macOS, Windows, Linux, or WSL. Verify the CLI, fix PATH errors, authenticate, and update safely.

44

Model releases

4 min read

GPT-5.6 API Pricing: Sol vs Terra vs Luna

GPT-5.6 Sol API pricing is $5/$30 per 1M on RouterPlex; Terra $2/$12, Luna $0.20/$1.20. OpenAI lists a Sol promo at $4/$20; we bill catalog rates.

45

Model releases

4 min read

Claude Fable 5 API: Pricing, Context and Setup

Claude Fable 5 API pricing is $10 per 1M input and $50 per 1M output tokens. See its 1M context, 128K output, vision support and RouterPlex setup.

46

Agent integrations

3 min read

OpenClaw Custom Provider Setup with RouterPlex

Connect OpenClaw to RouterPlex as an OpenAI-compatible custom provider, choose Claude or Gemini models, verify the route, and cap agent spending.

51

Spend safety

6 min read

Fix an OpenRouter 402 Error and Negative Balance

Fix each OpenRouter 402 message: "requires more credits, or fewer max_tokens", "never purchased credits" and a negative balance. Plus how to stop retry loops.

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