Gemini 3.7 Flash
CursorBench #3 ยท $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.
GitHub rolled out a multi-agent orchestration runtime for Copilot Workspace. The architecture divides software tasks across Spec, Coder, and Test agents communicating via a shared context bus. Parallelizing task formulation, implementation, and automated test synthesis cuts median feature delivery times by 55% while reducing logic regressions during complex refactors.
Alibaba's Qwen team open-sourced enhanced weights for Qwen2.5-Coder-32B-Instruct tailored for long-horizon software engineering. Incorporating execution feedback and synthetic multi-turn debugging trajectories, the model reaches a 48.9% solve rate on SWE-bench Verified, setting a new open-weights record for the 32B class with 128k context support on single-GPU hardware.
Cognition Labs launched a Code Graph Indexer for its autonomous engineer Devin. By maintaining incremental AST dependency topologies across repositories, Devin reduces symbol and call-chain retrieval times in 1M+ line monorepos from 8s to under 600ms, while cutting irrelevant context token overhead by 65%.
StackBlitz announced a major core update to Bolt.new. The new WebContainer Differential Sync engine streams targeted file patch deltas directly into the in-browser sandbox, eliminating full container restarts and reducing fullstack hot-reload cycles to 120ms with instant runtime error capture.
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 5Anthropic | $10.00 | 1M | Compare โ | |
| #2 | Grok 4.6xAI | $2.00 | 500K | Compare โ | |
| #3 | Gemini 3.7 FlashGoogle | $0.75 | 1.0M | Compare โ | |
| #4 | GPT-5.6 SolOpenAI | $5.00 | 1M | Compare โ | |
| #5 | Grok 4.5xAI | $2.00 | 500K | Compare โ | |
| #6 | DeepSeek-V4Public Benchmark | โ | โ | View โ |
New flagships, official numbers, source-linked. Not a press-release dump โ the rows you can actually call.
CursorBench #3 ยท $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 โ 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.