OpenAI GPT-4o vs Qwen 2.5 Max
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: OpenAI GPT-4o or Qwen 2.5 Max?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | OpenAI GPT-4o | Qwen 2.5 Max | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $2.50 | $0.28 | Qwen 2.5 Max is 8.9x cheaper |
| Output Cost / 1M Tokens | $10.00 | $0.84 | Qwen 2.5 Max (1090.5% lower) |
| Avg TTFT Response Latency | 280ms | 480ms | OpenAI GPT-4o (+200ms faster) |
| SWE-bench Verified (Coding) | 38.8% | 44.2% | Qwen 2.5 Max (+5.4% lead) |
| Inference Value Score (IVR) | 45.5 / 100 | 99.9 / 100 | Qwen 2.5 Max (+54.4 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$2.5/1M in · $10/1M out
$0.28/1M in · $0.84/1M out
When to Choose OpenAI GPT-4o
Choose OpenAI GPT-4o when you need General multimodal assistant applications, consumer chat interfaces, and enterprise knowledge workers. and have an infrastructure budget aligned with $2.50/1M tokens.
When to Choose Qwen 2.5 Max
Choose Qwen 2.5 Max when you need High-performance enterprise reasoning across Asian and Western languages with advanced structured output handling. and prioritize Alibaba Cloud ecosystem integration at $0.28/1M tokens.
Related Questions & Decision Factors
Which is cheaper: OpenAI GPT-4o or Qwen 2.5 Max?
Qwen 2.5 Max is cheaper at $0.28/1M input tokens compared to $2.50/1M for OpenAI GPT-4o.
Which model has lower latency: OpenAI GPT-4o or Qwen 2.5 Max?
OpenAI GPT-4o delivers faster response times with an average TTFT of 280ms vs 480ms for Qwen 2.5 Max.
When should you choose OpenAI GPT-4o?
Choose OpenAI GPT-4o when you need General multimodal assistant applications, consumer chat interfaces, and enterprise knowledge workers. and have an infrastructure budget aligned with $2.50/1M tokens.
When should you choose Qwen 2.5 Max?
Choose Qwen 2.5 Max when you need High-performance enterprise reasoning across Asian and Western languages with advanced structured output handling. and prioritize Alibaba Cloud ecosystem integration at $0.28/1M tokens.