Mistral Large 4 Preview (Mistral) and Step 5 Preview (StepFun) meet here on their recorded benchmark, price and speed data. The figures come from tracked catalogue data, not from our own testing, so treat them as a starting point for a trial on your tasks. The headline gap is on the intelligence index, where Step 5 Preview scores 28.5 and Mistral Large 4 Preview 25.3.
How the intelligence index compares
The catalogue puts Mistral Large 4 Preview at 25.3 and Step 5 Preview at 28.5 on its intelligence index. A lead of this size is hard to dismiss as noise.
Among 109 active scored models, Mistral Large 4 Preview sits 67th and Step 5 Preview 61st.
Specialist coding and math indexes are missing for both, so treat the overall score as the only capability signal here.
Release timing
The release dates are September 18, 2026 for Step 5 Preview and October 6, 2026 for Mistral Large 4 Preview, 18 days apart. That is close enough to count them as the same generation.
Step 5 Preview is the faster writer
Once a response is under way, Mistral Large 4 Preview produces roughly 130 tokens per second against 151 tokens per second for Step 5 Preview. On long outputs, that is a real advantage for Step 5 Preview. The wait for the first token averages 1.9 seconds on Mistral Large 4 Preview against 0.91 seconds on Step 5 Preview. Mistral Large 4 Preview waits 2.1 times as long before its first token.
For an 800-token response, first token plus generation comes to roughly 8.1 seconds on Mistral Large 4 Preview and 6.2 seconds on Step 5 Preview.
What they cost
Per million tokens, Mistral Large 4 Preview charges $0.70 for input and $2.10 for output, while Step 5 Preview charges $1.00 and $2.70. For output tokens, Step 5 Preview is 1.3 times the price of Mistral Large 4 Preview.
Take 1 million input tokens and 200,000 output tokens: that comes to $1.12 on Mistral Large 4 Preview and $1.54 on Step 5 Preview. For a month of coding-assistant traffic at 30 million input and 3 million output tokens, Mistral Large 4 Preview would come in 28% lower: $27.30 for Mistral Large 4 Preview against $38.10 for Step 5 Preview. Blended at three input tokens per output token, the effective rates are $1.05 for Mistral Large 4 Preview and $1.425 for Step 5 Preview.
Score per dollar
Dividing the blended price by the intelligence index gives a rough cost per point: $0.042 for Mistral Large 4 Preview and $0.050 for Step 5 Preview, per million tokens. Mistral Large 4 Preview delivers each index point for 17% less; whether Step 5 Preview's extra 3.2 points are worth the premium depends on how often your tasks need them.

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