Comparison · OpenAI
GPT-5.4 Mini vs GPT-6 Sol
Listed API prices of GPT-5.4 Mini and GPT-6 Sol turned into the cost of the same three standard tasks, with speed from our own test requests in the United States. Output quality and answer length are not compared.
Calculated impact cost per task and per month
For an L2 task (deep analysis over a 50,000-token document, 3 steps), GPT-5.4 Mini costs $0.133 and GPT-6 Sol $0.348 at the prices listed in the United States on , so GPT-5.4 Mini is 61.9 % less than GPT-6 Sol, counting visible output only, without cache discounts or hidden reasoning.
| Task | GPT-5.4 Mini, per task | GPT-6 Sol, per task | GPT-5.4 Mini, per month | GPT-6 Sol, per month | GPT-5.4 Mini vs GPT-6 Sol, per task |
|---|---|---|---|---|---|
| L1Micro-task (classification or strict JSON extraction) | $0.0020per L1 task | $0.0050per L1 task | $29.57per month | $73.00per month | −59.5 % |
| L2Deep analysis over a 50,000-token document | $0.133per L2 task | $0.348per L2 task | $1,938.15per month | $5,080.80per month | −61.9 % |
| L3Agentic coding loop, 15 steps | $1.03per L3 task | $2.72per L3 task | $14,996.02per month | $39,726.60per month | −62.3 % |
Calculated Per month: 20 tasks an hour around the clock, 730 hours.
Prices USD per 1M tokens
| Price | GPT-5.4 Mini | GPT-6 Sol |
|---|---|---|
| Input, per 1M tokens | $0.750 | $2.00 |
| Output, per 1M tokens | $4.50 | $10.00 |
| Price from | Provider's price list · source page Published | Provider's price list · source page Published |
| Read | · the United States | · the United States |
| Context window | 400,000 tokens | 1,050,000 tokens |
What can I use it for? six common tasks, our data checks
Quality on your task: not measured by Measured Lab yet.
| Task | GPT-5.4 Mini | GPT-6 Sol |
|---|---|---|
| Answer customer messages | Fits on price and context | Fits on price and context |
| Pull data from invoices and documents with strict JSON and page images | Fits on price and context | Fits on price and context |
| Summarize documents and meetings | Fits on price and context | Fits on price and context |
| Translate content | Fits on price and context | Fits on price and context |
| Chat assistant on your website | Fits on price and context | Fits on price and context |
| Write and review code with tool calls | Fits on price and context | Fits on price and context |
| Tasks it fits | 6 of 6 | 6 of 6 |
Checks of our data for six common tasks: a published price, a context window and answer length for the task and, where the task needs them, strict JSON output, page images and tool calls; prices, cost a month and terms for each model on its model card. Compare models for your own task in the model picker.
Speed in the US Observed our test requests
In our test requests from the United States, the median time to the first answer token was 663 ms for GPT-5.4 Mini (Direct API · OpenAI) and 2,108 ms for GPT-6 Sol (Direct API · OpenAI).
| Model and route | Time to first answer token, median | Output speed, median | Answers |
|---|---|---|---|
| GPT-5.4 MiniDirect API · OpenAI | 663 ms range 319 ms–30,568 ms | 156 tokens/s range 47.6 tokens/s–265 tokens/s | 120 answers on 23 dates |
| GPT-6 SolDirect API · OpenAI | 2,108 ms range 1,204 ms–4,702 ms | 138 tokens/s range 74.0 tokens/s–306 tokens/s | 115 answers on 23 dates |
The same short request to every model, sent from a measurement point in the United States; medians of successful answers on at least 2 different dates, latest on . How we measure