AI model comparison

Claude Opus 4.6 vs o3

Compare pricing, context limits, supported inputs and deployment options to choose a model for your workflow.

Claude Opus 4.6 from Anthropic lists 1M context, 128K maximum output, $5.00 input per 1M tokens, $25.00 output per 1M tokens. o3 from OpenAI lists 200K context, 100K maximum output, $2.00 input per 1M tokens, $8.00 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences

Anthropic

Claude Opus 4.6

Claude Opus 4.6 from Anthropic: High-end Claude for difficult coding, planning, and slower expert reasoning.

Context
1M
Max output
128K
Input / 1M tokens
$5.00
Output / 1M tokens
$25.00

Accepts

  • Text input
  • Image input
  • PDF input

Produces

  • Text output
VS

OpenAI

o3

o3 from OpenAI: Deliberate o-series reasoner for hard math, coding, and multi-step analysis.

Context
200K
Max output
100K
Input / 1M tokens
$2.00
Output / 1M tokens
$8.00

Accepts

  • Text input
  • Image input
  • PDF input

Produces

  • Text output

At a glance

Key differences

Compare the available figures below, then try both models on the work you need to do.

Claude Opus 4.6

  • Context capacity: 1M
  • Maximum output: 128K

o3

  • Input price: $2.00
  • Output price: $8.00

Context capacity

Higher listed limit

Claude Opus 4.6:1M

o3:200K

Claude Opus 4.6

Maximum output

Higher listed limit

Claude Opus 4.6:128K

o3:100K

Claude Opus 4.6

Input price

Lower listed token rate

Claude Opus 4.6:$5.00

o3:$2.00

o3

Output price

Lower listed token rate

Claude Opus 4.6:$25.00

o3:$8.00

o3

Specifications

Pricing, limits and capabilities

Specifications for Claude Opus 4.6 and o3. Higher limits and lower prices describe these figures only.
SpecificationClaude Opus 4.6o3
ProviderAnthropicOpenAI
Listed pricing routeAnthropicOpenAI
Model familyclaude-opuso
Accepted inputstext, image, pdftext, image, pdf
Produced outputstexttext
Context window1MHigher200K
Max output128KHigher100K
Input price / 1M$5.00$2.00Lower
Output price / 1M$25.00$8.00Lower
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputDocumentedDocumented
Audio inputNot documentedNot documented
Structured outputNot documentedDocumented
LicenseProprietaryProprietary

Workload guidance

Which model should you choose?

Consider Claude Opus 4.6 if you need larger context or larger maximum output. Consider o3 if you need a lower listed input rate or a lower listed output rate. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.

Documentation and model profiles

Explore each model’s features, API requirements and licence terms in the sources below.

Questions people ask

It brings together documented inputs and outputs, token limits, deployment terms and available pricing. When both models have source-linked, verified results on a shared benchmark, those results are shown with their individual sources. The comparison is a starting point for evaluating your own workload.

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