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PRICING
All blog posts, tools, and guides about Pricing from Developers Digest.
71 resources - 70 posts, 1 tool
Blog Posts
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Amazon Swapped Sonnet 4.6 for a Decision Model: What It Does and Doesn't Replace
Amazon engineers replaced Sonnet 4.6 on a 20-label ticket classifier with Strands Decider, a small decision model, at about 44x lower list cost. Here is the narrow job it fits and the rollout pattern worth copying.
7 min read
Muse Ember: Meta's $0.10 Subagent Model vs Haiku 5.5 and Luna
Muse Ember lists at $0.10 in and $0.50 out per million tokens, the same sticker as Haiku 5.5 and GPT-6 Luna. Here is what actually separates them.
7 min read
Claude Code Limits Draining Faster? What the Evidence Shows
Weekly Claude Code limits are draining faster for many users since mid-October. What the GitHub measurements show, the headless claude -p metering gap, and what to check first.
7 min read
Claude Ultra Plan: Max 20x Renamed, 5-Hour Limit Gone
Anthropic renamed Max 20x to Ultra and dropped the five-hour limit for verified accounts. What the 10x weekly label means, how to check yours, and Max vs Ultra.
6 min read
Opus 4.8 Fast Mode Ends Nov 30: Migrate to Opus 5.5
Claude Code deprecated Opus 4.8 fast mode on Oct 30 and removes it Nov 30, 2026. Requests then error. Opus 5.5 fast costs $8/$40 per MTok - here is the fix.
6 min read
Gemini 4 Carbon: Benchmarks, Pricing, and Access
Gemini 4 Carbon is Google's new frontier model: 59 on the AA Intelligence Index, $2/$10 intro pricing, but cyber-defender access only. What builders do now.
7 min read
Kimi K3.1 Pro: Pricing, Benchmarks, Open Weights Date
Kimi K3.1 Pro costs $2/$10 per million tokens, promises weights by Nov 4, and scores 65.7% on Terminal-Bench 4.0 (vendor-reported). The cost-per-task catch.
7 min read
Claude Usage and Cost Analytics API: Attribute Spend by Key and User
The Claude Usage and Cost Analytics API beta reports token usage and cost by model, workspace, API key and user. How it works, the limits, and how to migrate.
8 min read
GPT-6.1 Terra: $1/$5 Pricing, Benchmarks, and When to Pick It
GPT-6.1 Terra is OpenAI's new $1/$5 per million token model: 50.3% on Terminal-Bench 4.0 (vendor-reported), half Sol's price, and who should route to it.
7 min read
Anthropic IPO: What the S-1 Means for Developers
Anthropic filed its S-1 for a Nasdaq listing under ANT. The revenue and loss figures, the risk factors that touch API users, and what to change in your stack on Monday.
7 min read
Codex Reset: Banked vs Automatic vs Paid, and When to Use Each
Codex has three kinds of usage reset - banked, automatic and paid - and they move your weekly refresh date in different ways. What OpenAI documents, the 80% rule, and what to do Monday.
8 min read
DeepSeek V4.1-Flash-1017: Benchmarks vs Opus 5, Pricing, Switch?
DeepSeek V4.1-Flash-1017 jumps 11 points on Terminal-Bench 4.0 at the same deepseek-flash price. Benchmarks vs Opus 5, K3, GLM-5.3 and when to switch.
9 min read
Tencent WorkBuddy Explained: Pricing, Free Models, Verdict
Tencent WorkBuddy is a desktop AI agent for office work running Hy3, DeepSeek and more via TokenHub. What it costs, the free tokens and when to skip it.
7 min read
Freebuff Review: The Free Coding Agent Paid for by Ads, and What It Costs You
Freebuff is a free coding agent paid for by text ads. What the free tier includes, how Freebucks limit usage, and what the privacy policy says about your code.
8 min read
Claude for Startups Offer Paused: What Founders Do Now
Claude for Startups paused its free Claude Team year and $1,000 API credit offer at capacity. What the program page says now and how to cover the gap.
6 min read
ChatGPT Free vs Go vs Plus After GPT-6: Which Model You Get
Free and Go ($8) both get GPT-6 Luna in Chat. Plus ($20) is the cheapest plan with GPT-6 Sol and full Codex. What each ChatGPT plan buys now.
10 min read
ChatGPT Plus vs Claude Pro for Developers (October 2026)
Both cost $20 a month. Plus meters Codex apart from chat and includes GPT-6 Astra; Claude Pro shares one pool with Claude Code. Which to pick.
10 min read
Claude Code Subagent Model: Put Explore on Haiku 5.5
Claude Code's Explore subagent runs on your main model, and CLAUDE_CODE_SUBAGENT_MODEL alone won't move it. Three ways to put it on Haiku 5.5, with test runs.
11 min read
Claude Code for Teams: Team Seats vs API vs Enterprise (2026)
Team seats ($25 or $125 a month), Enterprise ($20 plus API-rate usage) or the Console API? How to pay for Claude Code for a team, with 10-developer math.
11 min read
DeepSeek 4.1 Flash as a Daily Coding Model: Cache, Peak Hours and Limits
DeepSeek 4.1 Flash as a daily coding model: what a session costs, how peak hours double the bill, why caching matters, and where the subsidy argument holds.
8 min read
Google AI Pro vs Gemini API: What Developers Actually Get
Google AI Pro costs $19.99 a month and has no API key, but includes $10 of monthly Cloud credits. When the subscription wins and when to pay per token.
10 min read
Cheapest Subagent Model: Haiku 5.5 or GPT-6 Luna? Routing, Compaction and Cost per Task
Which cheap model belongs under your orchestrator? Haiku 5.5 vs GPT-6 Luna as a subagent or worker: routing by prompt length, compaction, tool-call gotchas and cost per agent task.
15 min read
OpenAI Decisions API vs Jev vs Clef: Price, Speed, Which to Pick
OpenAI Decisions API costs $0.10 per million input tokens, 2.4x Jev. Pick Jev for cheap text decisions, Clef-flash for speed, Decisions API for images.
9 min read
Step 5 Preview: Pricing, Benchmarks and the October 15 Open Weights
Step 5 Preview is StepFun's 600B MoE with 27B active and a 1M window. What it scores, what a session costs, and what to check before the October 15 weights.
8 min read
Claude Max API Credits: $100 a Month, What They Cover
Claude Max and Team plans now include a monthly Claude API credit, starting at $100 on Max 5x. What it covers, what it does not, and how to claim it.
7 min read
Opus 5.5 vs Sonnet 5.5 vs Haiku 5.5: Which Claude Model to Use
Sonnet 5.5 is the default, Opus 5.5 is for open-ended long-horizon work, and Haiku 5.5 is for bounded steps and subagents. Prices, benchmarks, cost math.
8 min read
Sign in with ChatGPT: Run Coding Agents on Your Plan (2026)
Sign in with ChatGPT lets coding agents spend your Plus or Pro plan allowance instead of an API key. How the OAuth flow works and the per-app cap to set first.
8 min read
Cloudflare Clef Decision Models: Jev-Compatible, Benchmarked and Priced
Cloudflare Clef and Clef-flash are Jev-compatible decision models on Workers AI. Pricing, latency and benchmarks against Jev, plus the RL fine-tuning service.
5 min read
GPT-6.1 Sol Release Guide: Near-Astra Agentic Work at $2/$10 and $0.10 Cache Reads
GPT-6.1 Sol release guide: near-Astra scores at a fifth of Astra's price, $0.10 cache reads, verified pricing, the Astra 6.1 safety hold, and how to run it.
7 min read
Claude Cowork vs Claude Code (2026): Which One Should You Use, and What Does It Cost?
Claude Cowork vs Claude Code: Code is for software, Cowork for documents, spreadsheets and research. Both are in every paid Claude plan. How to pick.
9 min read
Codex Usage Limits and Pricing in 2026: Pro 100, Pro 200, Pro 500, Resets, and 'Model at Capacity' Errors
Codex usage limits and pricing per ChatGPT plan: what Plus, Pro $200 and Pro $500 buy, how resets work, and what to do about 'Selected model is at capacity'.
14 min read
GPT-6 Sol vs Claude Opus 5.5 vs Grok 4.7: The September 2026 Price War
GPT-6 Sol vs Claude Opus 5.5 vs Grok 4.7 pricing: verified per-token rates, cost-per-task math and a decision guide for the September 2026 price war.
9 min read
Where to Run DeepSeek V4.1 Flash Free and Cheap
DeepSeek V4.1 Flash replaced V4 Flash. Official API: $0.15 input, $0.60 output off-peak. OpenRouter hosts start near $0.05. MIT weights are on Hugging Face.
6 min read
GLM-5.3 Free and Cheap: Every Route and Price (October 2026)
GLM-5.3 has no free hosted tier. Cheapest on October 9: Wafer via OpenRouter at $0.049/$3.39, Flash from $0.075/$0.25. Z.ai's promos ended October 7.
13 min read
DeepSeek V4 Flash Is 90% Off Through Novita on Vercel AI Gateway: The Cost Math
DeepSeek V4 Flash via Novita on Vercel AI Gateway was 90% off for Pro customers through August 11. The before/after cost math and the provider-pinning setup.
6 min read
Cursor Removes Dollar Costs From Usage Page: Tokens Only
Cursor removed dollar costs from its Usage page on July 31: self-serve plans see tokens only and the dashboard API zeroes cost fields, history included.
6 min read
Budget AI Coding Models, October 2026: Haiku 5.5 vs GPT-6 Luna
Claude Haiku 5.5 and GPT-6 Luna both list at $0.10/$0.50 per MTok. The price tie breaks at Haiku's 100K cliff, and Anthropic's benchmarks favor Haiku. Checked Oct 8, 2026.
11 min read
OpenAI Cuts GPT-5.6 Luna by 80%: The Price-Performance Frontier Just Shifted
OpenAI slashes GPT-5.6 Luna by 80% to $0.20/M input tokens, cuts Terra by 20%, adds Sol Fast mode at 2.5x speed, and reveals Sol autonomously optimized its own production kernels.
7 min read
AI Model Routing Strategies for Cost-Effective Coding in 2026
AI model routing for cost-effective coding: pick Claude, GPT-5.6 or Kimi tiers by task complexity, cost and latency, with decision frameworks and code.
10 min read
OpenAI Cuts GPT-5.6 Luna 80% and Terra 20%: The Cost-Per-Task Math for Agent Builders
GPT-5.6 Luna drops 80% to $0.20/$1.20 per million tokens and Terra 20% to $2/$12. The cost-per-task math for agent builders, Codex quotas and rivals.
8 min read
Where to Access Kimi K3: Every Provider and Price Compared (2026)
Where to access Kimi K3: Moonshot's API at $3 input and $15 output per million tokens, OpenRouter hosts, inference clouds, and open weights.
13 min read
How Much Should I Charge for a Website? A Practical Pricing Guide
A practical way to price website projects using scope, time, risk, and value, with real examples for landing pages, business sites, and custom builds.
9 min read
GLM 5.2 and the AI Margin Collapse Thesis
GLM 5.2 and the AI margin collapse thesis: why open-weights models could squeeze frontier lab margins, where HN pushes back, and what it means for model choice.
7 min read
Why Price Per 1M Tokens Is a Misleading Metric for LLM Costs
Comparing LLMs by token pricing alone can lead you to choose worse, more expensive models. Cost per task tells the real story.
6 min read
The Economics of Agent Fleets: Fable 5 Orchestrators, Sonnet 5 Workers
Agent fleet economics: one Fable 5 orchestrator plus Sonnet 5 workers beats an all-frontier fleet for most work. The cost math and the tokenizer caveat.
8 min read
Claude in Microsoft Foundry on Azure: Developer Guide 2026
Claude in Microsoft Foundry on Azure is GA with Azure billing and Entra ID auth. The developer setup: CCU pricing, SDK examples and deployment options.
8 min read
AI's Affordability Crisis Is Really an Agent Cost Accounting Problem
AI agent costs go beyond token prices. A practical cost model for developer teams that counts retries, cache misses, review time, routing and failed loops.
8 min read
GitHub Copilot CLI, BYOK, and AI Credits: The New Cost-Control Stack
GitHub Copilot CLI, BYOK model routing and AI credit metrics from the June updates turn Copilot into a governed agent platform. What teams should do now.
8 min read
Where to Run GLM-5.2 Free and Cheap: Providers Compared
GLM-5.2 is an MIT-licensed open-weights coding model. Cheapest routes: OpenRouter hosts from about $0.36 per million input tokens, Z.ai's API, or self-host.
7 min read
The $500M Claude Bill: A Spend-Guardrails Playbook for AI-Native Teams
Claude spend guardrails playbook for AI-native teams: usage caps, budget alerts, gateway spend limits, model routing, prompt caching and approval workflows.
11 min read
GLM-5.2 Cost Math: When Open-Weights Coding Models Actually Save You Money
GLM-5.2 cost math: when Z.ai's open-weights coding model actually saves money, with per-token pricing, a worked cost-per-task example and a decision guide.
9 min read
Model Routing Recipes: Practical Config Patterns to Cut AI Spend
Model routing recipes with paste-ready OpenRouter and LiteLLM configs for task tiers, fallback chains, cost ceilings and cache-aware routing that cut AI spend.
11 min read
Self-Hosting Open-Weights Models: The Real Break-Even Math
Self-hosting open-weights models like GLM-5.2, DeepSeek V4 or Llama: the break-even math against per-token API prices, with GPU costs and the hidden ops bill.
11 min read
Enterprise AI Coding Budget Blowouts: What Uber and Microsoft Teach Us
Enterprise AI coding budget lessons: Uber spent its 2026 AI tools budget by April and Microsoft is canceling Claude Code licenses. Spend controls that work.
8 min read
Claude Code Fast Mode: Is 2.5x Speed Worth 2x Price?
Claude Code fast mode pricing: $8/$40 per MTok on Opus 5.5, the first-enable context charge, separate rate limit pools, and when 2.5x speed pays off.
8 min read
LLM API Pricing, October 2026: Claude vs OpenAI vs Gemini
LLM API pricing for October 2026 per million tokens: Claude Haiku 5.5, Sonnet 5.5, Opus 5.5 and Fable 5.1 vs GPT-6, Gemini and DeepSeek, plus the caveats.
12 min read
The Frontier Model Landscape, July 2026 Edition
Frontier AI model directory for July 2026 covering Claude Fable 5, Opus 5, GPT-5.6, Sonnet 5, Gemini 3.1 Pro, Kimi K3 and DeepSeek V4, with verified pricing.
12 min read
What a Fleet of Claude Agents Actually Costs (July 2026 Math)
Claude Code parallel agents cost real money because every session draws from one quota - here is the July 2026 budgeting math, verified against live pricing.
10 min read
Anthropic Model Names Explained: Fable, Mythos, Opus, Sonnet
Anthropic's model names: Haiku, Sonnet, Opus, then Fable and Mythos. What each tier means, the current model IDs and prices, and which one to pick.
6 min read
Claude Fable 5 Access After the June 22 Deadline: Where Things Stand
Claude Fable 5 access after the June 22 free window closed on Pro, Max, Team and Enterprise plans: what credits cost now and how to control Fable 5 spend.
6 min read
Claude Fable 5 Pricing: Real Cost Per Task vs Opus 4.8, GPT-5.5 and Codex
Claude Fable 5 pricing beyond the $10/$50 per MTok list rate: real cost per task versus Opus 5, Opus 4.8 and Sonnet 5, and when the premium pays off.
9 min read
Codex vs Claude Code in 2026: Which AI Coding Agent Should You Use?
Codex vs Claude Code in 2026: pick Claude Code for ambiguous multi-file work with skills and MCP, or Codex for well-scoped tasks and strong defaults.
12 min read
GitHub Copilot's New Usage-Based Billing: What Changed June 1 and What It Costs Now
GitHub Copilot moved to AI Credits billing on June 1. What changed, how Copilot Max and budgets work, and how costs compare to Claude Code and Codex for teams.
8 min read
LLM Routers Compared: LiteLLM vs Portkey vs OpenRouter in 2026
LiteLLM vs Portkey vs OpenRouter compared for production AI apps: cost tracking, fallbacks, caching, and load balancing, plus when to use each router.
10 min read
The New AI Coding Stack I Would Pick Today
The AI coding stack I would pick today: terminal agent, editor, background agent, Mastra, CopilotKit, MCP, context, security, and cost controls as layers.
11 min read
Models.dev Makes Model Routing Feel Like Infrastructure
The models.dev project is trending because AI teams need one boring source of truth for model specs, pricing, context windows, modalities, and tool support.
7 min read
Six Paid Products in a Day: DD's Bet on Agent Infra for Small Teams
DD shipped six paid agent infra products for small teams in one day, at $20 a month each or $50 for the bundle. What each does and what is still alpha.
9 min read
Copilot Pro+ Premium Requests Explained in 2026: What Teams Miss in Pricing Comparisons
Copilot Pro vs Pro+ comes down to premium request burn, not sticker price. How requests and the June 2026 move to AI Credits work, and how to avoid surprises.
9 min read
AI Coding Tools Pricing Comparison 2026
AI coding tools pricing, verified Sep 28, 2026: Claude Code, Codex, Cursor, Copilot, Antigravity, Windsurf and more. Free tiers, pro plans and hidden costs.
12 min read
Google Antigravity in 2026: IDE, Antigravity 2.0, CLI, Pricing and Limits Explained
Google Antigravity in 2026 explained: the IDE, Antigravity 2.0 desktop app, agy CLI, extensions and Python SDK, plus how pricing, quota limits and models work.
11 min read
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