Google2026-08-13
Gemini 3.7 Flash
CursorBench #3 · $0.75 / $3.75 intro
$0.75/1M1.0M context
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.
Popular:
- 119models tracked
- 21vendors
- 40plans compared
- 17hlast check
Just dropped
⚡ 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.
4h / day
1h (Light)4h (Std)8h (Heavy)
🥇 Primary: Best Performance StackPeak Productivity
Claude 3.7 Sonnetby Anthropic
⚡ Recommended Stack: Cursor Pro ($20/mo) + Claude 3.7 Sonnet
- ✓Hybrid reasoning delivers rock-solid type inference and architectural refactors
- ✓Deeply optimized native integration in leading IDEs (Cursor & Claude Code)
- ✓Superior multi-turn context retention with negligible code hallucinations
Estimated Monthly Cost $167 ~ $293 / mo
Subscribe to Cursor Pro ($20/mo), with API key for overflow
🥈 Alternative: Ultra High Value StackSave ~89%
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 repo 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 3.7 Sonnet for deep refactoring and hard concurrency bugs to achieve peak output at minimal cost.
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.
Explore This Setup ↗
Peak Power
Deep Autonomous Agent Work
Complex codebase indexing, sandbox execution, cross-file refactors, and chain-of-thought reasoning.
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.
Explore This Setup ↗
Enterprise Choice
Team & Enterprise Compliance
Centralized billing, multi-seat governance, zero data retention for training, and SLA backing.
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 | $10.00 | 1M | Compare → | |
| #2 | Grok 4.6xAI | $2.00 | 500K | Compare → | |
| #3 | Gemini 3.7 FlashGoogle | $0.75 | 1.0M | Compare → | |
| #4 | GPT-5.6 SolOpenAI | $5.00 | 1M | Compare → | |
| #5 | Grok 4.5xAI | $2.00 | 500K | Compare → | |
| #6 | DeepSeek-V4Public Benchmark | — | — | 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.
Zhipu AI2026-08-14
GLM-5.3
+50% coding vs GLM-5.2 on Z.ai Code Bench
$1.4/1M1M context
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
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:
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
01
Edited by humans
All data lives in a JSON file in our public git repo. Every change is a PR, fully audited.
02
Verified by robots
A daily script fetches each vendor's pricing page and confirms our numbers still appear in it.
03
Flagged when stale
If a vendor changes their page and verification fails, the row gets a yellow badge and the failure reason is shown.
04
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.