Which is cheaper, Magistral Medium or o3-pro?
As of August 20, 2026, Magistral Medium is 93% cheaper on blended LLM API pricing. Magistral Medium costs $2.00 per million input tokens and $5.00 per million output tokens ($7.00 blended 1M-in + 1M-out). o3-pro costs $20.00 / $80.00 per million tokens ($100.00 blended). Sources: https://anotherwrapper.com/tools/llm-pricing and https://developers.openai.com/api/docs/pricing. The cheapest LLM for your app still depends on how many output tokens you generate.
How much does Magistral Medium vs o3-pro cost per million tokens?
Magistral Medium Mistral API pricing is $2.00 input and $5.00 output per million tokens via Mistral AI. o3-pro OpenAI API pricing is $20.00 input and $80.00 output per million tokens via OpenAI. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.
Which is better for coding, Magistral Medium or o3-pro?
Magistral Medium has a published LiveCodeBench score of 50.3%. o3-pro does not have that eval on this page yet.
What is the context window for Magistral Medium vs o3-pro?
Magistral Medium supports a 40K token context window, while o3-pro supports 200K tokens. o3-pro offers a larger context window. Filling a larger window bills more input tokens, so the cheaper-per-million model can still cost more on long documents.
Which model performs better on benchmarks, Magistral Medium or o3-pro?
o3-pro leads on 3 of 3 shared benchmarks versus Magistral Medium's 0 wins. Check the comparison table for GPQA Diamond, SWE-bench, MMLU, HLE, and the other evals we track. Token price and benchmark score together are the usual LLM comparison, not either number alone.
Is Magistral Medium or o3-pro better for production use?
Both Magistral Medium and o3-pro are production API models. For cost-sensitive production traffic, Magistral Medium has better economics on the blended 1M-in + 1M-out scale. For maximum capability, weight the benchmark table for your domain. Many production stacks route cheap models for drafts and a frontier model for the hard turn, which is usually cheaper than sending everything to the expensive API.
Can I switch between Magistral Medium and o3-pro in my app?
Yes. Call Magistral Medium through Mistral AI and o3-pro through OpenAI with separate API keys, or through a gateway that already wraps both. Keep prompts in tokens, not characters, when you estimate the invoice. AnotherWrapper templates can swap providers without rewriting auth and billing.
How accurate is this Magistral Medium vs o3-pro pricing data?
List rates are the latest published Mistral API pricing and OpenAI API pricing, quoted per million tokens. Official rate sheets: https://anotherwrapper.com/tools/llm-pricing and https://developers.openai.com/api/docs/pricing. Prompt caching, batch APIs, and committed-use discounts can change the invoice. Benchmark scores are from official publications and independent evals, updated as new numbers land.
What is the output token limit for Magistral Medium and o3-pro?
Magistral Medium supports up to an unspecified number of output tokens per request, while o3-pro supports up to 100K output tokens. Output tokens are usually the expensive half of API pricing, so a higher max output cap is a capability, not a discount.
Which model has better throughput, Magistral Medium or o3-pro?
o3-pro has a measured throughput of approximately 25 tokens/second. Throughput data for Magistral Medium is not yet available. Throughput (tokens per second) and time-to-first-token are why two models with the same per-million-token price can still feel different in chat and agents.
How do I switch the models in this Magistral Medium vs o3-pro comparison?
Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open Magistral Medium or o3-pro from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.
