Standard baseline for GPT-6.1 Sol.
OPENAI API · VERIFIED OCTOBER 9, 2026
GPT-6.1 Sol Ultrafast
vs Standard
Ultrafast runs the same GPT-6.1 Sol model on OpenAI’s fastest API service tier. The tradeoff is explicit: up to 8× faster token generation for 6× the Standard token price.
Choose Ultrafast only when waiting costs more than tokens.
Ultrafast does not buy a different model or higher intelligence. It buys lower latency. Standard remains the economical default; Ultrafast is most defensible for interactive agents, production incidents and live user experiences where seconds affect completion or revenue.
Ultrafast costs 6× the Standard token rate.
GPT-6.1 Sol short-context prices in USD per one million tokens. OpenAI applies higher long-context rates above 272K input tokens.
| Token category | Standard | Ultrafast | Premium |
|---|---|---|---|
| Input | $2.00 | $12.00 | 6× |
| Cached input | $0.10 | $0.60 | 6× |
| Cache write | $2.50 | $15.00 | 6× |
| Output | $10.00 | $60.00 | 6× |
OpenAI also offers Fast mode at 2× Standard. Batch and Flex cost 50% less than Standard, but target different latency and scheduling needs.
“Up to 8× faster” is a ceiling, not a promise.
OpenAI’s comparison refers to token generation speed. End-to-end latency also includes network time, time to first token, reasoning, tools and your application.
Ultrafast token-price multiplier.
OpenAI’s stated maximum token-generation speedup versus Standard.
OpenAI recommends WebSockets for agentic applications with frequent tool calls. Repeated HTTP connection overhead can reduce the latency benefit.
A 100K-input, 20K-output request costs $0.40 or $2.40.
Short-context list prices, no cache writes or paid tools.
Standard: 100K × $2/MTok + 20K × $10/MTok.
Ultrafast: 100K × $12/MTok + 20K × $60/MTok.
Latency premium per request in this example.
Ultrafast value = time saved × value per second − extra API costBenchmark p50 and p95 completion time on the same prompts. “Tokens per second” alone does not capture time to first token or tool latency.
Which GPT-6.1 Sol service tier should you use?
Use Standard
- Background analysis and asynchronous jobs
- Content generation where users do not wait live
- High-volume workloads with tight unit economics
- Evaluation runs and non-urgent coding tasks
Test Ultrafast
- Interactive coding and computer-use agents
- Incident response and production debugging
- Live assistants with multi-step tool calls
- Workflows where lower latency improves conversion
Use the same model ID and change the service tier.
model: "gpt-6.1-sol"
service_tier: "ultrafast"Use the Responses API. Ultrafast has separate rate limits; check the limits shown for your organization before moving production traffic.
GPT-6.1 Sol Ultrafast answers
How much does GPT-6.1 Sol Ultrafast cost?
For short-context requests, $12 input, $0.60 cached input, $15 cache writes and $60 output per million tokens. OpenAI summarizes this as 6× Standard pricing.
Is Ultrafast really eight times faster?
OpenAI says “up to 8× faster token generation.” Treat that as a maximum vendor claim. Actual end-to-end latency depends on request shape, reasoning, network and tool calls.
Is Ultrafast a different GPT-6.1 Sol model?
No. It is a service tier selected for gpt-6.1-sol by setting service_tier to ultrafast.
Is GPT-6.1 Sol Ultrafast available to all API users?
OpenAI’s API documentation says it is available to all API users and has separate token rate limits. Codex and ChatGPT Work access follows separate plan eligibility.
Does Ultrafast support data residency?
OpenAI documents US and EU data residency plus global processing for GPT-6.1 Sol Ultrafast, subject to data-residency eligibility.