DEV Community

synthorai profile picture

synthorai

synthorai.ai Unified LLM Infra

Joined Joined on 
GPT-5.6 Prompting Guide: Two Defaults That Bill 1.5x and 10x More

GPT-5.6 Prompting Guide: Two Defaults That Bill 1.5x and 10x More

Comments
5 min read
Kimi K3 API Pricing, Measured: Turn Off the 'Always-On' Reasoning

Kimi K3 API Pricing, Measured: Turn Off the 'Always-On' Reasoning

Comments
9 min read
GPT Realtime API Pricing: Speaking Costs 4x Listening (Measured)

GPT Realtime API Pricing: Speaking Costs 4x Listening (Measured)

Comments
8 min read
LLM Token Usage: Why a 4-Token Answer Bills 217 Tokens

LLM Token Usage: Why a 4-Token Answer Bills 217 Tokens

Comments
11 min read
Prompt Cache Minimums: The Docs Under-State by 1.4–2.4x

Prompt Cache Minimums: The Docs Under-State by 1.4–2.4x

Comments
7 min read
GPT-5.6 Cost Guide: Prompt Caching 90% Off, Reasoning Effort

GPT-5.6 Cost Guide: Prompt Caching 90% Off, Reasoning Effort

Comments
13 min read
Which LLM Is Cheapest for Your Language? Tokenizer Costs Measured

Which LLM Is Cheapest for Your Language? Tokenizer Costs Measured

Comments
13 min read
Claude Fable 5 for Agents: Tool-Call Refusals, Cost vs GLM 5.2

Claude Fable 5 for Agents: Tool-Call Refusals, Cost vs GLM 5.2

1
Comments
9 min read
LLM Prompt Caching #5: LangChain Setups That Actually Hit

LLM Prompt Caching #5: LangChain Setups That Actually Hit

Comments
10 min read
Claude Sonnet 5's New Tokenizer: 41% More Tokens per Prompt

Claude Sonnet 5's New Tokenizer: 41% More Tokens per Prompt

Comments
8 min read
GLM 5.2 Tool Calls in Agent Loops: What 'OpenAI-Compatible' Hides

GLM 5.2 Tool Calls in Agent Loops: What 'OpenAI-Compatible' Hides

Comments
7 min read
What a Simple Transcription Test Can and Can't Tell You

What a Simple Transcription Test Can and Can't Tell You

Comments
9 min read
GLM 5.2: Reasoning Effort Is the Cost Lever

GLM 5.2: Reasoning Effort Is the Cost Lever

Comments
8 min read
What Actually Drives Your Image-Generation Bill

What Actually Drives Your Image-Generation Bill

Comments
8 min read
Prompt Caching for Open-Weight LLMs: Provider Roulette

Prompt Caching for Open-Weight LLMs: Provider Roulette

Comments
14 min read
Claude Fable 5's 30-Day Retention: ZDR, HIPAA, COPPA

Claude Fable 5's 30-Day Retention: ZDR, HIPAA, COPPA

1
Comments
12 min read
Claude Fable 5: Caching, Tokenizer & Cost vs Opus 4.6

Claude Fable 5: Caching, Tokenizer & Cost vs Opus 4.6

Comments
7 min read
Provider Drift: How Default Routing Inflates LLM Cost 3.9 — A Measurement

Provider Drift: How Default Routing Inflates LLM Cost 3.9 — A Measurement

1
Comments
5 min read
Does Your LLM Gateway Lie About Cache? A 5-Min Audit

Does Your LLM Gateway Lie About Cache? A 5-Min Audit

Comments
8 min read
Claude Opus 4.8 on Synthorai: Caching & TTL vs 4.7/4.6

Claude Opus 4.8 on Synthorai: Caching & TTL vs 4.7/4.6

Comments
7 min read
LLM Prompt Caching: The Complete 2026 Guide

LLM Prompt Caching: The Complete 2026 Guide

Comments
5 min read
loading...