Head-to-Head API Cost Benchmark

DeepSeek-V3 (Chat) vs Qwen 2.5 Coder 32B (Together AI): API Price & Latency Comparison

On a standard B2B production workload (5,000 req/day), DeepSeek-V3 (Chat) is 52.5% cheaper ($129.75/mo vs $273.00/mo), while Qwen 2.5 Coder 32B (Together AI) leads in token generation speed (115 tok/s).

Side-by-Side Specification & Billing Matrix

Metric DeepSeek-V3 (Chat) (DeepSeek API) Qwen 2.5 Coder 32B (Together AI) (Together AI) Advantage
Standard Input / 1M Tokens $0.270 $0.800 DeepSeek-V3 (Chat)
Cached Input / 1M Tokens $0.070 $0.400 DeepSeek-V3 (Chat)
Output Generation / 1M Tokens $1.10 $0.80 Qwen 2.5 Coder 32B (Together AI)
Intelligence / Benchmark Quality 1282 LMSYS Elo 1230 LMSYS Elo DeepSeek-V3 (Chat)
Monthly Spend (5k req/day, 50% cache) $129.75 / mo $273.00 / mo DeepSeek-V3 (Chat) (-52.5%)
Context Window 64,000 tokens 32,768 tokens DeepSeek-V3 (Chat)
Output Speed (Throughput) 60 tokens/sec 115 tokens/sec Qwen 2.5 Coder 32B (Together AI)
Batch API Discount -50% (DeepSeek API) -50% (Together AI) DeepSeek API
Primary Workload Fit High-intelligence general tasks & translation where prompt caching saves 75%+ Automated unit test generation, SQL query authoring, IDE completion tools Workload Dependent
Deploy / Console Access Try DeepSeek-V3 (Chat) → Try Qwen 2.5 Coder 32B (Together AI) → Open Full Simulator