OpenAI o3-Flex + Cline & Roo: BYE Gemini! This is THE MOST COST-EFFECTIVE AI Coding SETUP YET!

AICodeKingAbout 4 min readJun 16, 2025Watch original
THE SUMMARYAI-generated

Key Concepts:

  • GPT-3.5 Turbo (03) price reduction
  • Flex processing for 03 and O4 Mini
  • Requesty as a tool for managing and utilizing Flex processing
  • MCP (Managed Context Provider) servers for enhanced AI coding
  • Firecrawl MCP server for web searching and scraping
  • Klein Rode and Kilo Code as platforms for using 03 and MCP servers

1. GPT-3.5 Turbo (03) Price Reduction and Comparison

  • OpenAI has reduced the price of 03 significantly, making it 80% cheaper.
  • New pricing: $2 per million input tokens and $8 per million output tokens.
  • Previous pricing: $10 per million input tokens and $40 per million output tokens.
  • This price drop makes 03 competitive with models like Gemini 2.5 Pro and Claude Sonnet.
  • The speaker considers 03 superior to Gemini 2.5 Pro due to its reasoning capabilities and tool calling abilities.
  • Claude Opus 4 is still more expensive than 03.

2. Flex Processing for 03 and O4 Mini

  • OpenAI introduced Flex processing for 03 and O4 Mini, offering even cheaper rates for slower responses and occasional unavailability.
  • Flex pricing: $2 per million input tokens and $4 per million output tokens.
  • Suitable for non-production, lower priority, or asynchronous tasks like model evaluation and data enrichment.
  • Not recommended for real-time responses or guaranteed uptime.

3. Comparison of Pricing with Flex and Standard Tiers

  • Gemini 2.5 Pro: Input rates range from $1.25 to $2.50 per million tokens, and output is $10 to $15.
  • With Flex, 03 is cheaper on output and competitive on input compared to Gemini 2.5 Pro.
  • Even without Flex, 03 is cheaper than Gemini 2.5 Pro while offering better capabilities.

4. Requesty: A Tool for Managing Flex Processing

  • Requesty is presented as a tool similar to OpenRouter but with more features.
  • It allows easy use of 03 Flex by setting the service tier to "flex" in the model name (e.g., "03;flex").
  • Requesty handles routing, load balancing, caching, monitoring, and cost control.
  • The speaker uses Requesty for all of his projects.

5. Integration with Klein Rode and Kilo Code

  • Klein Rode: Users can set up a new profile, select Requesty as the provider, and choose 03 or 03 Flex models. Users can also adjust the reasoning effort levels between high and low.
  • Kilo Code: Offers free $20 credits and no OpenRouter markup fees for using 03 and O4 Mini.

6. MCP (Managed Context Provider) Servers

  • MCP servers enhance AI coding by providing additional context and information.
  • The speaker uses Context 7 (for documentation) and Firecrawl MCP server.
  • Firecrawl MCP server: Allows AI coder to gather knowledge from the internet by crawling and scraping URLs and web pages.
  • Firecrawl's new search endpoint allows performing web searches and scraping search results in one API call.
  • Firecrawl has a free plan with 500 credits and paid plans starting at $16.

7. Firecrawl's Web Scraping Capabilities

  • Firecrawl can gather clean data from all accessible subpages, even without a site map.
  • It can parse and output content from web-hosted PDFs.
  • The search endpoint allows giving a search query and performing web searches, optionally scraping search results in one operation.
  • It can search the web and get LLM-ready page content for each result, making it one API call to discover pages and scrape their full content.

8. Example Application: Building a Minecraft Replica

  • The speaker demonstrates using 03 with Firecrawl MCP server to build a replica of Minecraft using HTML, CSS, and JS.
  • The AI coder successfully creates a functional replica, although with some issues.
  • The speaker notes that Gemini also has similar issues, but 03 is cheaper.

9. Conclusion

  • The price drop in 03 and the introduction of Flex processing make advanced reasoning more accessible and affordable.
  • Requesty simplifies the management and utilization of Flex processing.
  • MCP servers, especially Firecrawl, enhance AI coding capabilities by providing access to web-based knowledge.
  • The speaker finds 03 to be a compelling alternative to Gemini, especially for smaller codebases, due to its lower cost and tool calling abilities. The only thing that the speaker misses is the 1 million token context window.

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