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OpenAI

GPT models plus audio, images and embeddings on one bill

Overall in llm apis
3of 18 · score 74.1
Data coverage
93%
25 of 27 fields sourced

Best for

  • •Multimodal products that need speech and image generation alongside text
  • •Teams standardising on one vendor for everything rather than best-of-breed
  • •Anyone who wants a dated snapshot they can actually pin

Strong on

  • +Effort control Yes 1/18
  • +MCP support Yes 1/18
  • +API since 2020 1/18
  • +Computer use Partial 3/18

Weak on

  • −$/M output $30/M tok 12/13
    Better: Fireworks AI: $0.05/M tok
  • −Open weights Partial 12/18
    Better: Meta Llama: Yes
  • −$/M input $5/M tok 11/13
    Better: Groq: $0.05/M tok
  • −$/M cache read $0.5/M tok 10/12
    Better: DeepSeek: $0.0028/M tok

vs Google Gemini

  • •Ahead on API since: 2020 vs 2023
  • •Ahead on MCP support: Yes vs Partial
  • •Behind on Trains on your data: No vs Partial
  • •Behind on $/M output: $30/M tok vs $12/M tok

How OpenAI scores among 18 llm apis25 of 27 fields known

Capability7

Flagship model
GPT-5.6 Sol (gpt-5.6-sol)
developers.openai.com · 2026-07-30
Context window1st
1,050,000 tokens
1/14
developers.openai.com · 2026-07-30
Max output
128,000 tokens
4/10
Leader: xAI · Unlimited
developers.openai.com · 2026-07-30
Image input1st
Yes
1/18
developers.openai.com · 2026-07-30
Audio in/out1st
Partial
1/18
developers.openai.com · 2026-07-30
Open weights
Partial
12/18
Leader: Meta Llama · Yes
openai.com · 2026-01-15
OpenAI-compat API1st
Yes
1/18
· 2026-01-15

Performance2

TTFT p50
—
Output tok/s
—

Pricing4

$/M input
$5/M tok
11/13
Leader: Groq · $0.05/M tok
developers.openai.com · 2026-07-30
$/M output
$30/M tok
12/13
Leader: Fireworks AI · $0.05/M tok
developers.openai.com · 2026-07-30
$/M cache read
$0.5/M tok
10/12
Leader: DeepSeek · $0.0028/M tok
developers.openai.com · 2026-07-30
Batch discount1st
50%
1/14
developers.openai.com · 2026-07-30

Agentic6

Tool use1st
Yes
1/18
developers.openai.com · 2026-07-30
Schema output1st
Yes
1/18
platform.openai.com · 2026-01-15
Effort control1st
Yes
1/18
platform.openai.com · 2026-01-15
Computer use3rd
Partial
3/18
Leader: Anthropic · Yes
platform.openai.com · 2026-01-15
MCP support1st
Yes
1/18
developers.openai.com · 2026-07-30
Cache TTL
Automatic, ≥30 min, no configuration
developers.openai.com · 2026-07-30

Governance & continuity6

Continuity policy
Dated snapshots are the norm and remain callable after the alias advances, which is the strongest routine protection in the category. Retirements are announced on a public deprecations page, but the notice window has historically been shorter than Anthropic's, closer to a quarter than half a year for API snapshots, and preview models have been pulled faster still.
· 2026-01-15
Notice period
90 days
4/7
Leader: Anthropic · 180 days
Pinnable versions1st
Yes
1/18
platform.openai.com · 2026-01-15
Zero retention
Partial
7/18
Leader: Amazon Bedrock · Yes
· 2026-01-15
Trains on your data
No
7/18
Leader: DeepSeek · Yes
platform.openai.com · 2026-01-15
AU region
Partial
5/18
Leader: Google Gemini · Yes
developers.openai.com · 2026-11-07

Traction1

API since1st
2020
1/18

Positioning1

Positioning
One API for text, reasoning, audio, images and embeddings

OpenAI logo & brand colours

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