This model is deprecated. We only continue performance benchmarking for the default 10k input token workload. Results for other workloads are historical and no longer updated.

OpenAI has launched a newer release, o3. We suggest considering it instead.

OpenAI

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Proprietary model

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Released September 2024

o1-preview API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of o1-preview for your use-case.

Fastest

Output speed

Total 1 provider

Lowest Latency

Time to first answer token

Total 1 provider

Lowest Price

Azure

$15.68

Blended price (per 1M tokens)

Total 1 provider

o1-preview is available through Azure.

Benchmarks of providers are not available for this model.

Please see the models page for o1-preview for details of the model and its intelligence compared to other models.

Speed

Output tokens per second · Higher is better

No data available

Latency

Seconds to first answer token received · Lower is better

No data available

Price

USD per 1M tokens (blended) · Lower is better

Pricing

Pricing: Cache Hit, Input, and Output: o1-preview

Price (USD per M Tokens) · Lower is better · 10,000 input tokens

Price per token for cached prompts (previously processed), typically offering a significant discount compared to regular input price, represented as USD per million tokens. The values shown here are the cache hit price; cache write and cache storage are billed separately and vary by provider — see "Cache pricing by provider" for detail.

Cost per Intelligence Index Task: o1-preview

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

No data available

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

Output Speed vs. Price: o1-preview

Blended at 7:2:1 (cache-input-output) · Output speed: output tokens per second · USD per 1M tokens (blended)

Most attractive quadrant

No data available

Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).

Speed

Measured by Output Speed (tokens per second)

Output Speed: o1-preview

Output speed: output tokens per second · 10,000 input tokens

No data available

Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).

Figures represent performance of the model's first-party API or the median across providers where a first-party API is not available.

Time per Intelligence Index Task: o1-preview

Weighted average decode time (minutes) per Intelligence Index task · Excludes TTFT and overhead time · Lower is better

No data available

The weighted average time (seconds) per Artificial Analysis Intelligence Index task. This is calculated by dividing output tokens per task by output speed, weighted by the relative weights of each benchmark in the Intelligence Index.

Cost per Task vs. Time per Task: o1-preview

Weighted average cost (USD) per Intelligence Index task · Weighted average decode time (minutes) per Intelligence Index task

Most attractive quadrant

No data available

Latency

Measured by Time (seconds) to First Token

Time to First Answer Token: o1-preview

Seconds to first token received · Lower is better · 10,000 input tokens

No data available

Time to first answer token received, in seconds, after API request sent. For reasoning models, this includes the 'thinking' time of the model before providing an answer. For models which do not support streaming, this represents time to receive the completion.

Figures represent median (P50) measurement over the past 72 hours to reflect sustained changes in performance.

End-to-End Response Time

Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed

End-to-End Response Time: o1-preview

Seconds to output 500 tokens, including reasoning model 'thinking' time · Lower is better · 10,000 input tokens

No data available

Seconds to receive a 500 token response. Key components:

Input time: Time to receive the first response token
Thinking time (only for reasoning models): Time reasoning models spend outputting tokens to reason prior to providing an answer. Amount of tokens based on the average reasoning tokens across a diverse set of 60 prompts (methodology details).
Answer time: Time to generate 500 output tokens, based on output speed

Key Comparison Metrics & API Features



Microsoft Azure	128k			Proprietary	--	--	--	--	--

Frequently Asked Questions

Common questions about o1-preview providers

o1-preview is available through 1 API provider: Azure. Each provider offers different performance characteristics and pricing.

o1-preview is currently available through 1 API provider that we benchmark and track.

The most affordable provider for o1-preview by blended price is Azure ($15.68 per 1M tokens). Blended price uses a 7:2:1 cache hit/input/output token ratio.

The provider with the lowest input token pricing for o1-preview is Azure ($16.50 per 1M input tokens).

The provider with the lowest output token pricing for o1-preview is Azure ($66.00 per 1M output tokens).

The only provider of o1-preview supports JSON mode for structured output.

The only provider of o1-preview supports function calling (tool use).

When choosing a provider for o1-preview, consider: output speed (for throughput-intensive tasks), latency (for interactive applications requiring quick first responses), pricing (for cost-sensitive workloads), and API features like JSON mode or function calling.

Yes, provider performance can vary over time due to infrastructure changes, load balancing, and updates. We continuously benchmark all providers and display historical performance trends in the "Over Time" charts.

For information about o1-preview's intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview

o1-preview API Provider Benchmarking & Analysis

Fastest

Lowest Latency

Lowest Price

Speed

Latency

Price

Pricing

Pricing: Cache Hit, Input, and Output: o1-preview

Cache Hit

Cost per Intelligence Index Task: o1-preview

Cost per Intelligence Index Task

Output Speed vs. Price: o1-preview

Output Speed

Speed

Output Speed: o1-preview

Output Speed

Model Performance Representation

Time per Intelligence Index Task: o1-preview

Time per Intelligence Index Task

Cost per Task vs. Time per Task: o1-preview

Cost per Intelligence Index Task

Latency

Time to First Answer Token: o1-preview

Time to First Answer Token

Median

End-to-End Response Time

End-to-End Response Time: o1-preview

End-to-End Response Time

Key Comparison Metrics & API Features

Frequently Asked Questions

Where can I access o1-preview?

How many API providers offer o1-preview?

Which provider is cheapest for o1-preview?

Which provider has the lowest input price for o1-preview?

Which provider has the lowest output price for o1-preview?

Which o1-preview providers support JSON mode?

Which o1-preview providers support function calling?

How do I choose a provider for o1-preview?

Does provider performance for o1-preview change over time?

What are the overall capabilities of o1-preview?