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Which AI should write your code?

Live coding leaderboards, verified API cost, and the model + agent stack that actually ships. Zero paid placements.

⚡ Live PulseLMArena: Gemini 3.8 Flash hits Agent Arena Pareto first time at $0.22 median/taskView all updates →

128models tracked
21vendors
40plans compared
5hlast 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→

📉 Price Cut@arena

LMArena: Gemini 3.8 Flash hits Agent Arena Pareto first time at $0.22 median/task

Arena.ai (@arena) says Google DeepMind’s Gemini 3.8 Flash (High) put Gemini on the Agent Arena Pareto frontier for the first time: $0.75/$3.75 per MTok, ~$0.22 median cost per Agent Arena task with +5.94% net gain—on par with Grok 4.5 and GLM 5.2 (Max) at roughly 44–50% lower price.

Details 𝕏 官方推文↗

🔥 Trending@arena

LMArena: Fable 5.1 quality-vs-price head-to-head vs Opus 5, GPT-5.6 and more

Arena.ai (@arena) highlights @petergostev’s head-to-head: Anthropic Claude Fable 5.1 vs Fable 5, Opus 5, GPT-5.6, Kimi K3, GLM 5.3, Qwen-3.8, Grok-4.6, and DeepSeek across coding, 3D, SVG, research, and data-viz—with generation costs from cents to $65+—so developers can weigh quality vs price.

Details 𝕏 官方推文↗

🔥 Trending@cursor_ai

Cursor cloud agents can now run on your own infrastructure with auto-scaling pools

Cursor (@cursor_ai) announces cloud agents can now run on your infrastructure, including pools of machines that automatically scale with demand. Agents can reach internal services or specialized hardware while the agent loop stays in Cursor.

Details 𝕏 官方推文↗

🔥 Trending@ArtificialAnlys

Artificial Analysis: Muse Spark 1.3 hits Index 62 with leading agentic cost efficiency

Artificial Analysis (@ArtificialAnlys) benchmarks Meta Muse Spark 1.3: the xhigh variant scores 61 on the Intelligence Index (up 4 from 1.2’s 57), while limited-preview max reaches 62, trailing only Claude Fable/Opus lines. Gains are mainly agentic and scientific; xhigh is the lowest cost-per-task among models at 59+ (~$0.55) at unchanged $1.25/$4.25 per 1M tokens.

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 5.1Anthropic	75.6%	$10.00	1M	Compare →
#2	Claude Fable 5Anthropic	72.9%	$10.00	1M	Compare →
#3	Gemini 3.8 FlashGoogle	71.8%	$0.75	1.0M	Compare →
#4	Grok 4.6xAI	69.9%	$2.00	500K	Compare →
#5	Gemini 3.7 FlashGoogle	68.4%	$0.75	1.0M	Compare →
#6	GPT-5.6 SolOpenAI	67.2%	$5.00	1M	Compare →

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
05Doubao 1.5 ProByteDance · 131K$0.11
06Hunyuan-T1Tencent · 128K$0.14

Full pricing table →

Vendors on the desk

Models tracked per lab

Google19
OpenAI16
Anthropic13
Qwen12
DeepSeek10
Zhipu AI8
xAI7
Moonshot AI7

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.

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