DeepSeek-V4 Flash vs OpenAI o1
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: DeepSeek-V4 Flash or OpenAI o1?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | DeepSeek-V4 Flash | OpenAI o1 | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $0.14 | $15.00 | DeepSeek-V4 Flash is 107.1x cheaper |
| Output Cost / 1M Tokens | $0.56 | $60.00 | DeepSeek-V4 Flash (99.1% lower) |
| Avg TTFT Response Latency | 150ms | 850ms | DeepSeek-V4 Flash (+700ms faster) |
| SWE-bench Verified (Coding) | 62.4% | 48.9% | DeepSeek-V4 Flash (+13.5% lead) |
| Inference Value Score (IVR) | 99.9 / 100 | 21 / 100 | DeepSeek-V4 Flash (+78.9 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$0.14/1M in · $0.56/1M out
$15/1M in · $60/1M out
When to Choose DeepSeek-V4 Flash
Choose DeepSeek-V4 Flash when you need Ultra-low-cost open-weights reasoning and coding with 1M context at unprecedented token generation speeds. and have an infrastructure budget aligned with $0.14/1M tokens.
When to Choose OpenAI o1
Choose OpenAI o1 when you need Complex PhD-level multi-step science research, formal algorithm synthesis, and high-stakes reasoning pipelines. and prioritize OpenAI ecosystem integration at $15.00/1M tokens.
Related Questions & Decision Factors
Which is cheaper: DeepSeek-V4 Flash or OpenAI o1?
DeepSeek-V4 Flash is cheaper at $0.14/1M input tokens compared to $15.00/1M for OpenAI o1.
Which model has lower latency: DeepSeek-V4 Flash or OpenAI o1?
DeepSeek-V4 Flash delivers faster response times with an average TTFT of 150ms vs 850ms for OpenAI o1.
When should you choose DeepSeek-V4 Flash?
Choose DeepSeek-V4 Flash when you need Ultra-low-cost open-weights reasoning and coding with 1M context at unprecedented token generation speeds. and have an infrastructure budget aligned with $0.14/1M tokens.
When should you choose OpenAI o1?
Choose OpenAI o1 when you need Complex PhD-level multi-step science research, formal algorithm synthesis, and high-stakes reasoning pipelines. and prioritize OpenAI ecosystem integration at $15.00/1M tokens.