OpenAI Review: Building Prospecting Workflows on the API
The OpenAI API suits developers who call models from their own prospecting workflowsIn this OpenAI review, the API holds no tagged review count; input rates are $0.10, $2.00 and $10.00 / 1M tokens across three models, read on Oct 5, 2026.
Every score on this page validated by the site owner · latest validation Oct 16, 2026 · How we score
OpenAI in three sentences
This OpenAI review covers the API platform, which gives developers access to OpenAI models for text, tools and multimodal work, read on Sep 29, 2026. Input rates are $0.10, $2.00 and $10.00 / 1M tokens for GPT-6 Luna, GPT-6.1 Sol and GPT-6 Astra, read on Oct 5, 2026. It does not cover the ChatGPT app, and this page holds no tagged review count.
See it before you read on
Nothing loads from the video host until you press play; the player then opens in privacy-enhanced mode.
What it costs
Three plans. Every figure read on the vendor's pricing page between Sep 29 and Oct 5, 2026.
Spotted a change? Tell us
Pricing page read: input $0.10, $2.00 and $10.00 / 1M tokens for three models; credits prepaid.
Scores set with no tagged review counts.
What you get, what you don't
Six things OpenAI does. None of the six is missing on the vendor's pages.
- Data hostedUS, EU, other regions
- GDPR data processing agreementAvailable
- SOC 2 reportSOC 2 Type 2
- Single sign-onAvailable
- ChannelsChat
- HoursNot published
- PhoneNot published
- Tagged reviewsNone discuss support
The data behind the score
Our five scores against the average of the tools we score.
Should you buy it?
Name your dealbreaker. No profile is scored on its own yet: too few tagged reviews per profile, so the page shows the overall score.
Buy it if You call models through an API and can budget prepaid credits, with a minimum credit purchase of $5. Skip it if You need fine-tuning: the docs say it is closed to new users, read on Sep 29, 2026.
Monthly spend limits apply per organization OpenAI sets monthly spend limits per organization and project, per the spend limits guide read on Sep 29, 2026. We hold no published fact that shows another tool here does better.
OpenAI sets a monthly usage limit OpenAI sets an approved monthly usage limit for each organization, per the rate limits guide read on Sep 29, 2026. We hold no published fact that shows another tool here does better.
Rate limits vary by model and project Rate limits are defined per organization and project, not per user, and vary by the model used, read on Sep 29, 2026. We hold no published fact that shows another tool here does better.
Questions to ask the vendor
- Which monthly usage limit is approved for my organization?OpenAI sets an approved monthly usage limit per organization, read on Sep 29, 2026.
- How are rate limits set for the model I plan to call?Rate limits vary by model and are set per organization and project, read on Sep 29, 2026.
- Can a hard spend limit stop a running workflow at my monthly figure?The docs list spend alerts and hard spend limits, read on Sep 29, 2026.
- Is fine-tuning open to a new account?Fine-tuning is closed to new users, read on Sep 29, 2026.
If OpenAI isn't it
Three tools we score in this category. Each card names where the tool is weaker. Spend limits, Usage limit and Rate limits have no card: we hold no published fact that shows another tool here does better. Click a card, or a name below, to put it next to OpenAI.
- One dedicated agent per account, working 24/7 (Sep 29, 2026)
- Ease of use draws 1 negative mention
- Scheduled tasks built in, recurring or on demand (Oct 4, 2026)
- Free plan and trial draws 1 negative mention
- Codex built in for building and debugging (Oct 4, 2026)
- Output quality draws 1 negative mention
OpenAI vs Actively AIthe three alternatives
| OpenAI |
Actively AI |
Claude |
ChatGPT Business |
|
|---|---|---|---|---|
| Our score | 7.6* | 8.5 | 7.7* | 7.6* |
| Price and plan | ||||
| Entry price | $0.10 /1M tokens (usage-based) | Not published | $20 /mo | $25 /seat /mo |
| Free plan | No free plan stated | No free plan stated | Free plan | No free plan stated |
| Free trial | No free trial stated | No free trial stated | No free trial stated | No free trial stated |
| Four dimensions, same grid | ||||
| Ease of setup | 8.4 | 8.8 | 8.4 | 8.6 |
| Feature depth | 7.5 | 9.1 | 7.8 | 7.8 |
| Value for money | 8.3 | 9.4 | 8.1 | 8.5 |
| Support quality | 7.3 | 8.5 | 7.3 | 7.3 |
| Fit | ||||
| Commitment | Cancel at any time | Not published | Cancel anytime | Business: monthly or annual |
| Support channels | Chat | Not published | Messenger and email | Chat |
| Main strength | Text, tools and multimodal requests | Dedicated AI agents per account | Connectors, memory and scheduled tasks | Workspace agents and plugins |
Actively AI's MCP connection links its agents to ChatGPT and Claude, read on Sep 29, 2026.
Claude's Pro plan excludes Console API usage, read on Sep 29, 2026.
ChatGPT Business plans start at 2 users, read on Sep 29, 2026.
Commitment as listed, read on Sep 29, 2026: OpenAI, cancel at any time; Claude, cancel anytime; ChatGPT Business, monthly or annual on Business; Actively AI, not published.
Same five-dimension grid for every tool; the fifth dimension changes with the category and stays out of this table. Prices and integrations read on each vendor's public pages between Sep 29 and Oct 12, 2026. * Under 10 tagged reviews: the score is weighted toward the site average; with none, it is the site average. Some of these prices have not been read again for 6 months. Check the vendors' pages before you buy.
What the vendor's pages say, in depth
The OpenAI API serves developers, not ChatGPT users
The docs describe the OpenAI API as direct model requests for text, structured output, tools and multimodal work, read on Sep 29, 2026. The audience is API developers, per the enterprise privacy page read on Oct 5, 2026.
The Responses API takes text, tools and multimodal requests, and the Agents SDK covers tools, handoffs, approvals and tracing. Audio and image generation are built in. For an OpenAI tutorial, the docs start at the Developer quickstart for a first API request, read on Sep 29, 2026.
OpenAI cost on the API is counted per token
Input rates are $0.10 / 1M tokens for GPT-6 Luna, $2.00 / 1M tokens for GPT-6.1 Sol and $10.00 / 1M tokens for GPT-6 Astra, read on Oct 5, 2026. They are standard rates for context lengths under 272K, read on Sep 29, 2026.
Billing is prepaid credits, usage-based, with a minimum credit purchase of $5. Credits are non-refundable, with exceptions, and you can cancel at any time, read on Sep 29, 2026.
OpenAI free trial: none is stated on the pricing pages
The pricing page and the prepaid billing page, read on Sep 29, 2026, state no free plan and no free trial. New API accounts use prepaid billing, read on Sep 29, 2026.
Spend, usage and rate limits cap an organization's use
The spend limits guide sets monthly API spend limits per organization and project, and OpenAI sets an approved monthly usage limit for each organization, read on Sep 29, 2026. Rate limits are set per organization and project and vary by model, read on Sep 29, 2026.
The docs also list spend alerts and hard spend limits, read on Sep 29, 2026.
The API Platform is certified for SOC 2 Type 2
The enterprise privacy page says the API Platform has been audited and certified for SOC 2 Type 2 compliance, and lists a Data Processing Addendum for API customers, read on Sep 29, 2026.
Hosting regions listed are the US, the EU and others, read on Oct 5, 2026. Data residency controls are a project configuration option, read on Sep 29, 2026.
Before you commit
Input rates are $0.10 / 1M tokens for GPT-6 Luna, $2.00 / 1M tokens for GPT-6.1 Sol and $10.00 / 1M tokens for GPT-6 Astra, read on Oct 5, 2026. The rate that fits depends on the model you pick; this page sets no total.
The pricing page and the prepaid billing page, read on Sep 29, 2026, state no free plan and no free trial. Billing is prepaid credits, with a minimum credit purchase of $5, and credits are non-refundable with exceptions.
This page holds no uptime figure and no fact on documentation quality, so it sets no claim on either. It lists rate limits set per organization and project and varying by model, read on Sep 29, 2026.
This page covers the API, not ChatGPT Business, and holds no fact on ChatGPT Business usage limits. For the API, it lists an approved monthly usage limit for each organization, read on Sep 29, 2026.
This page holds no fact on how well the models follow instructions, so it sets no claim. The docs list Structured Outputs for responses that adhere to a JSON schema, read on Sep 29, 2026.
This page holds no fact on where answers turn generic, so it sets no claim. The listed rates are standard rates for context lengths under 272K, read on Sep 29, 2026.