AI Coding Intelligence Platform · Know what to use. Know what it costs.

Know what to use. Know what it costs.

Global AI Coding Decision Engine: Verified data provenance, task-based benchmarks, 30-sec stack wizard, and true monthly cost simulation. Zero paid placements.

⚡ Live PulseOpenAI Publishes First Jalapeño Custom Inference Chip Results: Up to 1.9x Work per Watt and 3.6x Lower LatencyView all updates →

119models tracked
21vendors
40plans compared
2dlast check

Just dropped

Gemini 3.7 FlashGoogle · 2026-08-13 GLM-5.3Zhipu AI · 2026-08-14

⚡ 30-Second AI Coding Decision Engine

Which AI Coding Stack Should I Use?

Enter your tech stack, task, and budget to calculate the optimal setup and estimated monthly cost in 30 seconds.

1. Tech Stack

2. Primary Task

3. Editor / Harness

4. Usage & Budget4h / day

1h (Light)4h (Std)8h (Heavy)

🥇 Primary: Best Modern Performance StackPeak Productivity

Claude Sonnet 5by Anthropic

⚡ Recommended Stack: Cursor Pro ($20/mo) + Claude Sonnet 5

✓Adaptive Thinking delivers state-of-the-art multi-file refactoring and type safety
✓Deeply optimized across modern IDE harnesses with near-zero code hallucination
✓Slashing input to $2.0 / output to $10.0 makes it the definitive flagship standard

Estimated Monthly Cost $118 ~ $202 / mo

Subscribe to Cursor Pro ($20/mo), with API key for overflow

🥈 Alternative: Ultra High Value StackSave ~84%

Gemini 3.7 Flashby Google

💰 Ultra-Saver Stack: Cursor Pro ($20/mo) + Gemini 3.7 Flash

✓Ultra-low cost at $0.15 / 1M input & $0.60 / 1M output
✓Native 1M token context window ideal for full codebase ingestion
✓Top-tier performance per dollar, excelling at everyday code and unit tests

Estimated Monthly Cost $26 ~ $32 / mo

Plug direct API keys for heavy daily code review without financial anxiety

💡 Architectural Recommendation: Adopt a tiered routing strategy—delegate 80% of routine completions and tests to Gemini 3.7 Flash, and switch to Claude Sonnet 5 for deep refactoring and hard concurrency bugs to achieve peak output at minimal cost.

Today's AI Coding Pulse

LIVE RADAR

Real-time tracker of price cuts, new model drops, and context expansions across the AI landscape.

View All 47+ Updates→

⚡ Hardware@OpenAI

OpenAI Publishes First Jalapeño Custom Inference Chip Results: Up to 1.9x Work per Watt and 3.6x Lower Latency

OpenAI released InferenceX benchmarks for Jalapeño, its first custom inference silicon, showing 1.5–1.9x higher work per watt and 1.7–3.6x lower end-to-end latency across GPT-OSS 120B, DeepSeek R1, and Kimi K2.5.

Details 𝕏 官方推文↗

🔥 Trending@ChatGPT

ChatGPT Work Computers Can Now Sign In to Websites Without Exposing User Credentials to the Model

ChatGPT Work's cloud computer environment can now sign in to websites on web and mobile for Plus, Pro, and Business users, storing credentials inside isolated browser forms without exposing passwords to the model.

Details 𝕏 官方推文↗

🌟 Open Source@vllm_project

vLLM 0.28.0 Released: Full-Stack Kimi-K3, DeepSeek-V4 Sparse MLA, and Tiered Disk KV Cache

vLLM 0.28.0 landed with 584 commits, bringing stack-wide Kimi-K3 support, end-to-end DeepSeek-V4 sparse MLA with DFlash2/DSpark speculative decoding, Model Runner V2 disaggregation, and tiered disk KV cache.

Details 𝕏 官方推文↗

🚀 Release@OpenRouter

OpenRouter Reveals Ox Alpha as GLM-5.3-Flash: Native Multimodal Model Surpasses 20T Tokens in 6 Days

OpenRouter confirmed the viral mystery Ox Alpha model is Zhipu's GLM-5.3-Flash, processing over 20 trillion tokens in six days as the fastest-growing model in router history, now live with 1M context.

Details 𝕏 官方推文↗

Quick Decision Matrix

What are you building today?

Instant recommendations for model pairings, top plans, and estimated monthly costs for your exact workflow.

💻Most Popular

Daily Solo Coding & Refactoring

Fast code completion, function refactors, and full multi-language daily development.

Est. Monthly Cost:~$20 / mo

Explore This Setup ↗

🤖Peak Power

Deep Autonomous Agent Work

Complex codebase indexing, sandbox execution, cross-file refactors, and chain-of-thought reasoning.

Est. Monthly Cost:~$40-100 / mo

Explore This Setup ↗

⚡Save 80%+

Ultra Cost-Effective & PAYG

Direct pay-as-you-go API calls, self-hosted gateways, cutting token bills by up to 80% without losing quality.

Est. Monthly Cost:$1 - $5 / mo

Explore This Setup ↗

🏢Enterprise Choice

Team & Enterprise Compliance

Centralized billing, multi-seat governance, zero data retention for training, and SLA backing.

Est. Monthly Cost:~$19-40 / seat / mo

Explore This Setup ↗

Interactive Showcase

Benchmark, Compare, and Supercharge

From unbiased pass-rate benchmarks to transparent pricing matrices and copy-paste rules.

Rank	Model / Lab	CursorBench Pass Rate	API Input / 1M	Context Window	Action
#1	Claude Fable 5Anthropic	72.9%	$10.00	1M	Compare →
#2	Grok 4.6xAI	69.9%	$2.00	500K	Compare →
#3	Gemini 3.7 FlashGoogle	68.4%	$0.75	1.0M	Compare →
#4	GPT-5.6 SolOpenAI	67.2%	$5.00	1M	Compare →
#5	Grok 4.5xAI	66.7%	$2.00	500K	Compare →
#6	DeepSeek-V4Public Benchmark	65.8%	—	—	View →

Live desk

What the numbers say right now

Just landed on the desk.

New flagships, official numbers, source-linked. Not a press-release dump — the rows you can actually call.

Google2026-08-13

Gemini 3.7 Flash

CursorBench #3 · $0.75 / $3.75 intro

$0.75/1M1.0M context

Zhipu AI2026-08-14

GLM-5.3

+50% coding vs GLM-5.2 on Z.ai Code Bench

$1.4/1M1M context

See in pricing →

Cheapest coding models

Tagged coding, sorted by input $ / 1M

01Phi-4Microsoft · 16K$0.07
02Doubao Seed 2.0 LiteByteDance · 256K$0.08
03Mistral Small 4Mistral AI · 131K$0.10
04Hunyuan-TurboSTencent · 128K$0.11
05Hunyuan-T1Tencent · 128K$0.14
06Yi-Lightning01.AI · 16K$0.14

Full pricing table →

Vendors on the desk

Models tracked per lab

Google17
OpenAI16
Anthropic12
Qwen11
DeepSeek9
Zhipu AI8
xAI7
Moonshot AI6

Cost Simulation

How Much Will My Monthly Dev Bill Cost?

Simulate monthly token volume and compare flat-rate plans vs pay-as-you-go API costs

Quick Presets:

Monthly Input Tokens (Prompt)2 M tokens

Monthly Output Tokens (Completion)0.5 M tokens

DeepSeek-V3 API (PayG)Lowest Cost

$0.42/ mo

Gemini 3.7 Flash API (PayG)Best Value

$3.38/ mo

Cursor Pro (Flat Rate)Daily Driver

$20.00/ mo

Claude 3.7 Sonnet API (Direct)Top Capability

$13.50/ mo

What's live

Four desks. One source of truth.

Every page is generated from a JSON file in our public git repo. Every row links back to the vendor's own pricing or release page.

🏆Live

Public benches

We mirror LMArena, CursorBench, Aider, LiveCodeBench and more. Their ranking, our table — no composite score.

▣Live

Plan Compare

Overseas and domestic Code / Agent / Token plans in one matrix. Wizard, filters, and a cost calculator.

◇Live

API Pricing

Input / output cost per million tokens, context window, status. Auto-verified daily against vendor pages.

⌁Live

Agent API

Machine-readable /api/v1 for models, pricing, plans, and leaderboards. Built for agents, not just browsers.

How

How the data stays honest

Edited by humans

All data lives in a JSON file in our public git repo. Every change is a PR, fully audited.

Verified by robots

A daily script fetches each vendor's pricing page and confirms our numbers still appear in it.

Flagged when stale

If a vendor changes their page and verification fails, the row gets a yellow badge and the failure reason is shown.

No paid placement

Vendors cannot pay to be added, removed, or re-ranked. There is no advertising. The site is funded by the operating company.