Codestral 25.01 vs OpenAI o1
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: Codestral 25.01 or OpenAI o1?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | Codestral 25.01 | OpenAI o1 | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $0.30 | $15.00 | Codestral 25.01 is 50.0x cheaper |
| Output Cost / 1M Tokens | $0.90 | $60.00 | Codestral 25.01 (98.5% lower) |
| Avg TTFT Response Latency | 150ms | 850ms | Codestral 25.01 (+700ms faster) |
| SWE-bench Verified (Coding) | 44.2% | 48.9% | OpenAI o1 (+4.7% lead) |
| Inference Value Score (IVR) | 99.9 / 100 | 21 / 100 | Codestral 25.01 (+78.9 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$0.3/1M in · $0.9/1M out
$15/1M in · $60/1M out
When to Choose Codestral 25.01
Choose Codestral 25.01 when you need 256K long-context repository indexing, fill-in-the-middle code completion, and IDE plugin backend. and have an infrastructure budget aligned with $0.30/1M 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: Codestral 25.01 or OpenAI o1?
Codestral 25.01 is cheaper at $0.30/1M input tokens compared to $15.00/1M for OpenAI o1.
Which model has lower latency: Codestral 25.01 or OpenAI o1?
Codestral 25.01 delivers faster response times with an average TTFT of 150ms vs 850ms for OpenAI o1.
When should you choose Codestral 25.01?
Choose Codestral 25.01 when you need 256K long-context repository indexing, fill-in-the-middle code completion, and IDE plugin backend. and have an infrastructure budget aligned with $0.30/1M 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.