Head-to-Head API Cost Benchmark

Gemini 2.5 Flash vs Qwen 2.5 Coder 32B (Together AI): API Price & Latency Comparison

On a standard B2B production workload (5,000 req/day), Gemini 2.5 Flash is 73.9% cheaper ($71.16/mo vs $273.00/mo), while Gemini 2.5 Flash leads in token generation speed (180 tok/s).

Side-by-Side Specification & Billing Matrix

Metric Gemini 2.5 Flash (Google Gemini API) Qwen 2.5 Coder 32B (Together AI) (Together AI) Advantage
Standard Input / 1M Tokens $0.150 $0.800 Gemini 2.5 Flash
Cached Input / 1M Tokens $0.037 $0.400 Gemini 2.5 Flash
Output Generation / 1M Tokens $0.60 $0.80 Gemini 2.5 Flash
Intelligence / Benchmark Quality 1264 LMSYS Elo 1230 LMSYS Elo Gemini 2.5 Flash
Monthly Spend (5k req/day, 50% cache) $71.16 / mo $273.00 / mo Gemini 2.5 Flash (-73.9%)
Context Window 1,000,000 tokens 32,768 tokens Gemini 2.5 Flash
Output Speed (Throughput) 180 tokens/sec 115 tokens/sec Gemini 2.5 Flash
Batch API Discount -50% (Google Gemini API) -50% (Together AI) Google Gemini API
Primary Workload Fit Large-scale data extraction, PDF/document parsing, high-throughput pipelines Automated unit test generation, SQL query authoring, IDE completion tools Workload Dependent
Deploy / Console Access Try Gemini 2.5 Flash → Try Qwen 2.5 Coder 32B (Together AI) → Open Full Simulator