o3-pro vs Sonar Deep Research

At a Glance

Compare
o3-proOpenAI
Pricing and Limits
Input priceFrom · USD / 1M tokens$20.00Openai · Sep 3, 2026$2.00Openrouter · Sep 22, 2026
Output priceFrom · USD / 1M tokens$80.00Openai · Sep 3, 2026$8.00Openrouter · Sep 22, 2026
Context windowMaximum documented tokens200K128K
Model facts checkedSep 3, 2026View model evidence →Aug 29, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Available Benchmarks

All benchmark results →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

Fieldo3-proSonar Deep Research
DeveloperOpenAIPerplexity
FamilyO3Sonar
Modelo3-proSonar Deep Research
Versiono3-proSonar Deep Research
Lifecycleactiveactive
Released2025-06-10Unknown
Knowledge cutoff2024-06-01Unknown
Input modalitiesText, ImageText
Output modalitiesTextText
Context window200K128K
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessOpenai (Standard), Openrouter (Standard)Openrouter (Standard), Perplexity (Standard)
Capabilitieschat, generation, reasoning, structured_outputs, toolschat, citations, reasoning, research, search

o3-pro Capabilities

chatgenerationreasoningstructured outputstools
Serving providers2
Canonical IDopenai/o3-pro

Sonar Deep Research Capabilities

chatcitationsreasoningresearchsearch
Serving providers2
Canonical IDperplexity/sonar-deep-research

Primary Evidence

Sources and Freshness

Questions

o3-pro vs Sonar Deep Research FAQs

Is o3-pro or Sonar Deep Research better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both o3-pro and Sonar Deep Research, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, o3-pro or Sonar Deep Research?+

o3-pro is $20.00 and Sonar Deep Research is $2.00 per million tokens, so Sonar Deep Research is cheaper on this metric. o3-pro is $80.00 and Sonar Deep Research is $8.00 per million tokens, so Sonar Deep Research is cheaper on this metric.

Which has a larger context window, o3-pro or Sonar Deep Research?+

o3-pro has the larger sourced context window. o3-pro supports 200K and Sonar Deep Research supports 128K.

Which performs better in benchmarks, o3-pro or Sonar Deep Research?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can o3-pro or Sonar Deep Research be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. o3-pro is not marked open weight; Sonar Deep Research is not marked open weight.

Can o3-pro and Sonar Deep Research understand images?+

o3-pro is documented with image input; Sonar Deep Research is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, o3-pro or Sonar Deep Research?+

Neither has a larger sourced maximum output. o3-pro is 100K and Sonar Deep Research is —.

Do o3-pro and Sonar Deep Research support reasoning and tool use?+

o3-pro: reasoning, tool calling, and image input. Sonar Deep Research: reasoning. Feature support does not establish relative quality.

Which is available from more inference providers, o3-pro or Sonar Deep Research?+

o3-pro has 2 sourced provider routes; Sonar Deep Research has 2, a tie.

Which offers better value, o3-pro or Sonar Deep Research?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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