Qwen3 Max now live on DATS-4 SQL Agent Suite for Advanced Analysis Better than DeepSeek R1, closer to Claude Sonnet 4 - at a lower cost.
- Amar Harolikar
- Sep 10
- 1 min read
๐ค๐๐ฎ๐น๐ถ๐๐ (๐บ๐ ๐๐ฒ๐๐ ๐๐ฐ๐ผ๐ฟ๐ฒ๐)
Claude Sonnet 4: 100
Qwen3 Max: 90
GPT-5: 95
DeepSeek R1: 85
Gemini 2.5 Flash: 75
๐๐ผ๐๐ ๐ฝ๐ฒ๐ฟ ๐ญ๐ฌ๐ฌ ๐ฎ๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐ฎ๐ป๐ฎ๐น๐๐๐ถ๐ ๐พ๐๐ฒ๐๐๐ถ๐ผ๐ป๐ (๐จ๐ฆ๐)
Claude Sonnet 4: $19
Qwen3 Max: $14.5
DeepSeek R1: $15.75
Gemini 2.5 Flash: $14.25
GPT-5: $ 27.5
๐๐ผ๐๐ ๐ฑ๐ฟ๐ถ๐๐ฒ๐ฟ๐
Each advanced question = 7โ10 SQL queries / tool calls. All executions run on GPT-4.1 (~$12.5 per 100), which is the major cost chunk. For simple one-shot queries, costs are negligible ($0.25 - $3.5 per 100)
๐ช๐ผ๐ฟ๐ธ๐ถ๐ป๐ด ๐ฟ๐๐น๐ฒ๐ (๐ฐ๐๐ฟ๐ฟ๐ฒ๐ป๐)
โธ Stick to OpenAI for execution
โธ 4o-mini / 4.1-mini for simple & mid queries
โธ 4.1 for complex executions
โธ Sonnet 4 for top-end reasoning
โธ Qwen3 Max, DeepSeek R1, GPT-4.1 for best value
โธ Gemini 2.5 Flash if speed matters
โธ Avoid GPT-5 & Gemini Pro - very high cost + token bloat.
๐ง๐ฎ๐๐ธ ๐ฒ๐ ๐ฎ๐บ๐ฝ๐น๐ฒ ๐๐ฒ๐๐๐ฒ๐ฑ
โธ Credit card data mart build (1M customer, 10M transaction tables). Multi-step derivations, innovative derived variables creation, summarizations, merges. Table on AWS RDS MySQL.
โธ Weighted Score-Based Ranking of Indian credit card issuers - RBI Monthly File. Table on Supabase
๐๐๐ง๐ฆ-๐ฐ
Full-stack Database SQL Multi-Agent App: text-to-SQL, Python charts, statistical analysis, instant Postgres DB creation, PDF outputs, 9 reasoning models.
๐๐ถ๐๐ฒ ๐ฎ๐ฝ๐ฝ, ๐๐ผ๐๐ฟ๐ฐ๐ฒ ๐ฐ๐ผ๐ฑ๐ฒ, ๐ณ๐ถ๐ฒ๐น๐ฑ ๐ด๐๐ถ๐ฑ๐ฒ:
app.tigzig.com โ Database AI & SQL Apps โ DATS-4
