Gemini 3.7 Flash
CursorBench #3 · $0.75 / $3.75 intro
Live coding leaderboards, verified API cost, and the model + agent stack that actually ships. Zero paid placements.
Enter your tech stack, task, and budget to calculate the optimal setup and estimated monthly cost in 30 seconds.
Subscribe to Cursor Pro ($20/mo), with API key for overflow
Plug direct API keys for heavy daily code review without financial anxiety
Real-time tracker of price cuts, new model drops, and context expansions across the AI landscape.
Pi Changelog ships v0.85.1: GPT-6 Astra is available via OpenAI API keys and OpenAI Codex subscriptions, and SDK import failures from 0.85.0 accidentally published experimental code are fixed. Experimental/plugin subpaths and server/client commands are now source-only via pi-test.sh; local SDK and stdio RPC API stay unchanged.
Pi (@pidotdev) highlights extensions as a favorite feature: TypeScript modules that extend pi behavior. Their example extension git-commits a checkpoint before every turn, gives the model a run_tests tool, and adds /undo to roll the session back — safer agent loops with recovery.
VS Code 1.136 release notes confirm experimental multi-root workspace support in the editor window. Developer @Marwan_3atef notes enabling chat.agentHost.copilotAgent.multiRootEnabled (and the Claude twin) lets Copilot/Claude Chat operate across every folder in a multi-root workspace. Hooks still pin to one primary folder, so monorepos with multiple .github/hooks trees must pick a home base.
Spotify Engineering describes Portal AiKA Modes plus a Claude Code plugin called shunt: PreToolUse hooks intercept large-file Read/bash I/O and route work through Portal CLI bulk-reader / code-writer modes (examples use Gemini 2.5 Flash), keeping frontier Claude for real reasoning. Across four Java monorepo scenarios, mean bulk-read savings were about 90% Claude tokens. Install from the spotify/portal-ai-plugins marketplace.
Real-world agent benchmarks, editor workflows, and technical discussions from builders.
分享在大型项目中结合 Claude 3.7 与 Claude Code 进行架构重构的实战心得与工程规范。
AICoder 官方欢迎来到 AICoder 开发者社区!在这里你可以随时发短动态、分享踩坑经验、评测最新模型(Claude 3.7 Sonnet、GPT-4.5、DeepSeek-V3),或发表你的深度工作流配置文章。🚀
Instant recommendations for model pairings, top plans, and estimated monthly costs for your exact workflow.
Fast code completion, function refactors, and full multi-language daily development.
Complex codebase indexing, sandbox execution, cross-file refactors, and chain-of-thought reasoning.
Direct pay-as-you-go API calls, self-hosted gateways, cutting token bills by up to 80% without losing quality.
Centralized billing, multi-seat governance, zero data retention for training, and SLA backing.
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 | $10.00 | 1M | Compare → | |
| #2 | Claude Fable 5Anthropic | $10.00 | 1M | Compare → | |
| #3 | Gemini 3.8 FlashGoogle | $0.75 | 1.0M | Compare → | |
| #4 | Grok 4.6xAI | $2.00 | 500K | Compare → | |
| #5 | Gemini 3.7 FlashGoogle | $0.75 | 1.0M | Compare → | |
| #6 | GPT-5.6 SolOpenAI | $5.00 | 1M | Compare → |
New flagships, official numbers, source-linked. Not a press-release dump — the rows you can actually call.
CursorBench #3 · $0.75 / $3.75 intro
+50% coding vs GLM-5.2 on Z.ai Code Bench
Tagged coding, sorted by input $ / 1M
Models tracked per lab
Simulate monthly token volume and compare flat-rate plans vs pay-as-you-go API costs
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.
We mirror LMArena, CursorBench, Aider, LiveCodeBench and more. Their ranking, our table — no composite score.
Overseas and domestic Code / Agent / Token plans in one matrix. Wizard, filters, and a cost calculator.
Input / output cost per million tokens, context window, status. Auto-verified daily against vendor pages.
Machine-readable /api/v1 for models, pricing, plans, and leaderboards. Built for agents, not just browsers.
All data lives in a JSON file in our public git repo. Every change is a PR, fully audited.
A daily script fetches each vendor's pricing page and confirms our numbers still appear in it.
If a vendor changes their page and verification fails, the row gets a yellow badge and the failure reason is shown.
Vendors cannot pay to be added, removed, or re-ranked. There is no advertising. The site is funded by the operating company.